ArcGIS Pro, Server and the ArcGIS API for Python all include tools to use AI and Deep Learning to solve geospatial problems, such as feature extraction, pixel classification, and feature categorization. This installer includes a broad collection of components, such as PyTorch, TensorFlow, Fast.ai and scikit-learn, for performing deep learning and machine learning tasks, a total collection of 254 packages. These packages can be used with the Deep Learning Training tools, interactive object detection, by using the arcgis.learn module within the ArcGIS API for Python, and directly imported into your own scripts and tools. Most of the tools in this collection will work on any machine, but common deep learning workflows require a recent NVIDIA graphics processing unit (GPU), and problem sizes are bound by available GPU memory, see the requirements section.
This installer adds all the included packages to the default arcgispro-py3 environment that Pro and Server both ship with, and no additional environments are necessary in order to get started using the tools. If you do create custom environments, these packages will also be included so you can use the same tools in your own custom environments as well.
For an example of the kinds of workflows this installer and ArcGIS enables, see the AI & Deep Learning in the UC 2020 Plenary video
Important
Ensure compatibility by matching the versions of Deep Learning Libraries and ArcGIS software. To upgrade from a previous version, begin by uninstalling both Deep Learning Libraries and your ArcGIS software, following the instructions provided below.
On Windows:
Once you've downloaded the archive for your product, extract the Zip file to a new location, and run the Windows Installer (e.g. ProDeepLearning.msi) on Windows. This will install the deep learning frameworks into the default arcgispro-py3 Python environment, but not any custom environments you've created prior to running this installation. After installation, subsequent clones will also include the full deep learning package set. You'll need to extract the file (not just open the .MSI from within the Zip file) or the installer won't be able to find its contents. After installation, the archive and installer files can be deleted.
On Server Linux:
Extract the .tar.gz archive, e.g. with tar xvf <file>.tar.gz, then run the DeepLearning-Setup.sh script. For Server 10.9 and earlier, this would create a package set inside of the Server runtime environment. Starting at Server 10.9.1, this installation creates a new deeplearning environment located in <Server Install>/framework/runtime/deeplearning and the deep learning packages are all native Linux implementations. Next, please uncomment and update the ARCGIS_CONDA_DEEPLEARNING variable in the <Server Install>/arcgis/server/usr/init_user_param.sh file and restart your ArcGIS Server.
Upgrading From a Previous Version:
If you're upgrading from a previous release, the safest way to upgrade is to uninstall and reinstall both the product and the deep learning installer. For example, to upgrade from Pro 3.2 to Pro 3.3:
C:\Program Files\ArcGIS\Pro\bin\Python\envs\arcgispro-py3 or equivalent location for your installation. These may have been left over from previously modified environment.After these steps, you should have a clean Pro installation with the Deep Learning package set included in the default arcgispro-py3 environment.
Manual Installation:
You can install the libraries manually using these archived instructions:Python Command Prompt window.
Start menu on Windows, or you can launch it from the product's install folder.Python Command Prompt 3--pinned!)
`conda create -n your-clone-name --clone arcgispro-py3 --pinned
activate your-clone-name
(your-clone-name) C:\Program Files\ArcGIS\Pro\bin\Python\envs>
conda install deep-learning-essentials
y, and press Enter
proswap your-clone-name
your-clone-name as the active Python Environment and you should now be able to use deep learning toolsIf you will be working in a disconnected environment, download the required metapackage packages from the links below and follow the instructions under the Steps to Install listed on the package's page. The packages place backbones for deep learning models in the specified install location, eliminating the need for internet access when training deep learning models in ArcGIS.
Once you've installed the deep learning libraries, you can use the Deep Learning Tools to train geospatial deep learning models. You can also find out more about the capabilities of the arcgis.learn module which provides specialized access to many geospatial models beyond those directly available as Geoprocessing tools. Finally, you can add any of the above libraries to your own workflows, by importing the packages listed below.
A collection of Esri conference technical workshops on deep learning:
Most of the packages included in the Deep Learning Libraries installer will work out of the box on any machine configuration. For example, PyTorch optionally can take advantage of a GPU, but will fall back to running its calculations on the CPU if a GPU is not available. However, GPU computation is significantly faster, and some packages such as TensorFlow in this distribution only will work with a supported GPU. CUDA, or Compute Unified Device Architecture, is a general purpose computing platform for GPUs, a requirement for current GPU backed deep learning tools.
GPU requirement Supported GPU Type NVIDIA with CUDA Compute Capability 5.0 minimum, 6.1 or later recommended. See the list of CUDA-enabled cards to determine the compute capability of a GPU. GPU driver NVIDIA GPU drivers — version 527.41 or higher is required. Dedicated graphics memory † minimum: 4GB† GPU memory, unlike system memory, cannot be accessed 'virtually'. If a model training consumes more GPU memory than you have available, it will fail. GPU memory is also shared across all uses of the machine, so open Pro projects with maps and other applications can limit the available memory for use with these tools.
ℹ️ An out-of-date GPU driver will cause deep learning tools to fail with runtime errors indicating that CUDA is not installed or an unsupported toolchain is present. Verify that you have up-to-date GPU drivers directly provided by NVIDIA.
Geoprocessing tools using deep learning are integrated into multiple areas of the software, and require the related extensions installed to function:
Manifest of included packages Library Name Version Description absl-py 2.1.0 Abseil Python Common Libraries accelerate 0.33.0 Accelerate provides access to numerical libraries optimized for performance on Intel CPUs and NVidia GPUs addict 2.4.0 Provides a dictionary whose items can be set using both attribute and item syntax affine 2.3.0 Matrices describing affine transformation of the plane aiohappyeyeballs 2.4.4 Async Happy Eyeballs for pre-resolved hosts aiohttp 3.11.10 Async http client/server framework (asyncio) aiosignal 1.2.0 A list of registered asynchronous callbacks aisuite 0.1.7 Simple, unified interface to multiple Generative AI providers albumentations 1.0.3 Fast and flexible image augmentation library alembic 1.13.3 A database migration tool for SQLAlchemy anthropic 0.30.1 Convenient access to the Anthropic REST API antlr-python-runtime 4.9.3 This is the Python runtime for ANTLR. aom 3.12.0 Alliance for Open Media video codec astunparse 1.6.3 An AST unparser for Python atomicwrites 1.4.0 Atomic file writes for Python bitsandbytes 0.43.3 Accessible large language models via k-bit quantization for PyTorch. boost 1.82.0 Boost provides peer-reviewed portable C++ source libraries boto3 1.36.3 Amazon Web Services SDK for Python botocore 1.36.3 Low-level, data-driven core of boto 3 branca 0.6.0 Generate rich HTML + JS elements from Python bzip2 1.0.8 High-quality data compressor cached-property 1.5.2 A decorator for caching properties in classes cairo 1.18.2 A 2D graphics library with support for multiple output devices catalogue 2.0.10 Super lightweight function registries for your library catboost 1.2.3 Gradient boosting on decision trees library category_encoders 2.2.2 A collection sklearn transformers to encode categorical variables as numeric ccimport 0.4.2 Fast C++ Python binding click-plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points cliff 3.8.0 Command Line Interface Formulation Framework cligj 0.7.2 Click params for commmand line interfaces to GeoJSON cloudpathlib 0.16.0 pathlib.Path-style classes for interacting with files in different cloud storage services. cmaes 0.8.2 Blackbox optimization with the Covariance Matrix Adaptation Evolution Strategy cmd2 2.4.3 A tool for building interactive command line apps coloredlogs 15.0.1 Colored terminal output for Python's logging module colorlog 5.0.1 Log formatting with colors! colour 0.1.5 Python color representations manipulation library (RGB, HSL, web, ...) confection 0.1.4 The sweetest config system for Python cudatoolkit 11.8.0 NVIDIA's CUDA toolkit cudnn 8.7.0.84 NVIDIA's cuDNN deep neural network acceleration library cumm 0.4.11 CUda Matrix Multiply library cymem 2.0.6 Manage calls to calloc/free through Cython cython 3.0.11 The Cython compiler for writing C extensions for the Python language cython-blis 0.7.9 Fast matrix-multiplication as a self-contained Python library – no system dependencies! dataclasses 0.8 A backport of the dataclasses module for Python 3.6 datasets 2.16.1 HuggingFace/Datasets is an open library of NLP datasets. deep-learning-essentials 3.5 Expansive collection of deep learning packages descartes 1.1.0 Use geometric objects as matplotlib paths and patches detreg 1.0.0 PyTorch Wrapper for CUDA Functions of Multi-Scale Deformable Attention dill 0.3.7 Serialize all of python (almost) distro 1.9.0 Provides information about the OS distribution it runs on dm-tree 0.1.7 A library for working with nested data structures dtreeviz 1.3.7 Decision tree visualization einops 0.7.0 A new flavor of deep learning operations ensemble-boxes 1.0.8 Methods for ensembling boxes from object detection models expat 2.6.3 Expat XML parser library in C fairlearn 0.8.0 Simple and easy fairness assessment and unfairness mitigation fastai 1.0.63 fastai makes deep learning with PyTorch faster, more accurate, and easier fastprogress 0.2.3 A fast and simple progress bar for Jupyter Notebook and console fasttext 0.9.2 Efficient text classification and representation learning ffmpeg 7.0.3 Cross-platform solution to record, convert and stream audio and video filelock 3.16.1 A platform independent file lock fiona 1.9.6 OGR's neat, nimble, no-nonsense API for Python programmers fire 0.4.0 A library for creating CLIs from absolutely any Python object folium 0.14.0 Make beautiful maps with Leaflet.js and Python fribidi 1.0.10 The Free Implementation of the Unicode Bidirectional Algorithm frozenlist 1.5.0 A list-like structure which implements collections.abc.MutableSequence gast 0.5.3 Python AST that abstracts the underlying Python version gdown 5.2.0 Download large files from Google Drive. geopandas 1.0.1 Geographic pandas extensions, base package geopandas-base 1.0.1 Geographic pandas extensions, metapackage geos 3.12.1 A C++ port of the Java Topology Suite (JTS) getopt-win32 0.1 A port of getopt for Visual C++ gflags 2.2.2 A C++ library that implements commandline flags processing giflib 5.2.2 Library for reading and writing gif images glib 2.78.4 Provides core application building blocks for libraries and applications written in C glib-tools 2.78.4 Provides core application building blocks for libraries and applications written in C, command line tools google-auth 2.38.0 Google authentication library for Python google-auth-oauthlib 1.2.1 Google Authentication Library, oauthlib integration with google-auth google-pasta 0.2.0 pasta is an AST-based Python refactoring library gputil 1.4.0 NVIDIA GPU status from Python graphite2 1.3.14 A "smart font" system that handles the complexities of lesser-known languages of the world graphviz 8.1.0 Open Source graph visualization software groq 0.9.0 The official Python library for the groq API groundingdino-py 0.4.0 open-set object detector grpcio 1.46.3 HTTP/2-based RPC framework gts 0.7.6 GNU Triangulated Surface Library h3-py 3.7.6 H3 Hexagonal Hierarchical Geospatial Indexing System harfbuzz 10.2.0 An OpenType text shaping engine huggingface_hub 0.29.1 Client library to download and publish models on the huggingface.co hub humanfriendly 10.0 Human friendly output for text interfaces using Python hydra-core 1.3.2 A framework for elegantly configuring complex applications icu 73.1 International Components for Unicode imageio 2.37.0 A Python library for reading and writing image data imgaug 0.4.0 Image augmentation for machine learning experiments inplace-abn 1.1.0 In-Place Activated BatchNorm iopath 0.1.10 Lightweight I/O abstraction library jiter 0.6.1 Fast iterable JSON parser. jmespath 1.0.1 Query language for JSON joblib 1.4.2 Python function as pipeline jobs js2py 0.74 JavaScript to Python Translator & JavaScript interpreter written in 100% pure Python. keras 2.13.1 Deep Learning Library for Theano and TensorFlow langcodes 3.3.0 Labels and compares human languages in a standardized way lark 1.1.2 a modern parsing library laspy 2.5.4 A Python library for reading, modifying and creating LAS files lazrs-python 0.6.2 Python bindings for laz-rs, a Rust package for working with LAS data lazy_loader 0.4 Easily load subpackages and functions on demand libboost 1.82.0 Free peer-reviewed portable C++ source libraries libclang 14.0.6 Development headers and libraries for the Clang compiler libclang13 14.0.6 Development headers and libraries for the Clang compiler libcurl 8.9.1 Tool and library for transferring data with URL syntax libffi 3.4.4 Portable foreign-function interface library libgd 2.3.3 Library for the dynamic creation of images libglib 2.78.4 Provides core application building blocks for libraries and applications written in C libiconv 1.16 Convert text between different encodings libnghttp2 1.62.1 HTTP/2 C library libopencv 4.8.1 Computer vision and machine learning software library libspatialindex 1.9.3 Extensible framework for robust spatial indexing libsrt 1.5.3 Secure, Reliable Transport libuv 1.40.0 Cross-platform asynchronous I/O libwebp 1.3.2 WebP image library libwebp-base 1.3.2 WebP image library, minimal base library libxgboost 2.0.3 eXtreme Gradient Boosting lightgbm 4.6.0 LightGBM is a gradient boosting framework that uses tree based learning algorithms llvmlite 0.42.0 A lightweight LLVM python binding for writing JIT compilers mako 1.2.3 Template library written in Python mapclassify 2.5.0 Classification schemes for choropleth maps markdown 3.4.1 Python implementation of Markdown markdown-it-py 2.2.0 Python port of markdown-it. Markdown parsing, done right! mdurl 0.1.0 URL utilities for markdown-it-py parser mljar-supervised 0.11.2 Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning mmcv 2.0.1 OpenMMLab Computer Vision Foundation mmdet 3.1.0 OpenMMLab Detection Toolbox and Benchmark mmdet3d 1.2.0 Next generation platform for general 3D object detection mmengine 0.8.5 Engine of OpenMMLab projects mmsegmentation 1.1.2 semantic segmentation toolbox and benchmark multidict 6.1.0 Key-value pairs where keys are sorted and can reoccur multiprocess 0.70.15 better multiprocessing and multithreading in python munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects) murmurhash 1.0.12 A non-cryptographic hash function nb_conda_kernels 2.5.1 Launch Jupyter kernels for any installed conda environment neural-structured-learning 1.4.0 Train neural networks with structured signals ninja_syntax 1.7.2 Python module for generating .ninja files numba 0.59.1 NumPy aware dynamic Python compiler using LLVM nvidia-ml-py3 7.352.0 Python bindings to the NVIDIA Management Library omegaconf 2.3.0 Flexible Python configuration system onnx 1.13.1 Open Neural Network Exchange library onnx-tf 1.9.0 Experimental Tensorflow Backend for ONNX onnxruntime 1.18.1 High performance ML inferencing and training accelerator, Python library onnxruntime-cpp 1.18.1 High performance ML inferencing and training accelerator, C++ runtime openai 1.60.1 Python client library for the OpenAI API opencv 4.8.1 Computer vision and machine learning software library opt-einsum 3.3.0 Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization optuna 3.0.4 A hyperparameter optimization framework pango 1.50.7 Text layout and rendering engine pathy 0.10.3 A Path interface for local and cloud bucket storage pbr 5.6.0 Python Build Reasonableness pccm 0.4.11 Python C++ code manager pcre2 10.42 Regular expression pattern matching using the same syntax and semantics as Perl 5 pixman 0.43.4 A low-level software library for pixel manipulation plotly 5.20.0 An interactive, browser-based graphing library for Python portalocker 3.0.0 Portalocker is a library to provide an easy API to file locking. portaudio 19.6.0 A cross platform, open-source, audio I/O library preshed 3.0.6 Cython Hash Table for Pre-Hashed Keys prettytable 2.1.0 Display tabular data in a visually appealing ASCII table format proj4 9.4.1 PROJ coordinate transformation software library propcache 0.2.0 Accelerated property cache py-boost 1.82.0 Free peer-reviewed portable C++ source libraries py-opencv 4.8.1 Computer vision and machine learning software library py-xgboost 2.0.3 Python bindings for the scalable, portable and distributed gradient boosting XGBoost library pyasn1 0.4.8 ASN.1 types and codecs pyasn1-modules 0.2.8 A collection of ASN.1-based protocols modules pycocotools 2.0.7 Python API for the MS-COCO dataset pyjsparser 2.7.1 Fast javascript parser (based on esprima.js) pyopenssl 25.0.0 Python wrapper module around the OpenSSL library pyperclip 1.8.2 A cross-platform clipboard module for Python pyproj 3.6.1 Python interface to PROJ4 library for cartographic transformations pyquaternion 0.9.9 Pythonic library for representing and using quaternions pyreadline3 3.4.1 A python implmementation of GNU readline, modernized python-flatbuffers 23.5.26 Python runtime library for use with the Flatbuffers serialization format python-graphviz 0.20.1 Simple Python interface for Graphviz python-sounddevice 0.4.4 Play and record sound with Python python-tzdata 2023.3 Provider of IANA time zone data python-xxhash 3.5.0 Python binding for xxHash pytorch 2.0.1 PyTorch is an optimized tensor library for deep learning using GPUs and CPUs pywavelets 1.8.0 Discrete Wavelet Transforms in Python pywin32 308 Python extensions for Windows rasterio 1.3.10 Rasterio reads and writes geospatial raster datasets rich 13.3.5 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal rsa 4.7.2 Pure-Python RSA implementation rtree 1.0.1 R-Tree spatial index for Python GIS s3transfer 0.11.2 An Amazon S3 Transfer Manager safetensors 0.5.3 Fast and Safe Tensor serialization sam-2 1.0 SAM 2: Segment Anything in Images and Videos samgeo 3.5 A collection of the essential packages to work with the Segment Geospatial (samgeo) stack. scikit-image 0.25.2 Image processing routines for SciPy scikit-learn 1.6.1 A set of python modules for machine learning and data mining scikit-plot 0.3.12 Plotting for scikit-learn objects segment-anything 1.0 An unofficial Python package for Meta AI's Segment Anything Model segment-anything-hq 0.3 Official Python package for Segment Anything in High Quality segment-geospatial 0.12.4 A Python package for segmenting geospatial data with the Segment Anything Model (SAM) sentencepiece 0.1.99 Unsupervised text tokenizer and detokenizer shap 0.46.0 A unified approach to explain the output of any machine learning model shapely 2.0.5 Geometric objects, predicates, and operations shellingham 1.5.0 Tool to Detect Surrounding Shell slicer 0.0.8 A small package for big slicing smart_open 5.2.1 Python library for efficient streaming of large files snuggs 1.4.7 Snuggs are s-expressions for NumPy spacy 3.7.2 Industrial-strength Natural Language Processing spacy-legacy 3.0.12 spaCy NLP legacy functions and architectures for backwards compatibility spacy-loggers 1.0.4 Alternate loggers for spaCy pipeline training spconv 2.3.6 Spatial sparse convolution srsly 2.5.1 Modern high-performance serialization utilities for Python stevedore 5.1.0 Manage dynamic plugins for Python applications supervision 0.25.1 A set of easy-to-use utils that will come in handy in any Computer Vision project tabulate 0.9.0 Pretty-print tabular data in Python, a library and a command-line utility tenacity 9.0.0 Retry a flaky function whenever an exception occurs until it works tensorboard 2.13.0 TensorBoard lets you watch Tensors Flow tensorboard-data-server 0.7.0 Data server for TensorBoard tensorboard-plugin-wit 1.6.0 What-If Tool TensorBoard plugin tensorboardx 2.6.2.2 TensorBoardX lets you watch Tensors Flow without Tensorflow tensorflow 2.13.0 TensorFlow is a machine learning library tensorflow-addons 0.22.0 Useful extra functionality for TensorFlow tensorflow-estimator 2.13.0 TensorFlow Estimator tensorflow-hub 0.16.1 A library for transfer learning by reusing parts of TensorFlow models tensorflow-model-optimization 0.7.5 TensorFlow Model Optimization Toolkit tensorflow-probability 0.20.1 TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow termcolor 2.1.0 ANSII Color formatting for output in terminal terminaltables 3.1.0 Generate simple tables in terminals from a nested list of strings tflite-model-maker 0.3.4 A model customization library for on-device applications tflite-support 0.4.4 TensorFlow Lite Support for deploying TFLite models onto ombile devices thinc 8.2.2 Learn super-sparse multi-class models threadpoolctl 3.5.0 Python helpers to control the threadpools of native libraries tifffile 2024.12.12 Read and write TIFF files timm 0.4.12 PyTorch image models tokenizers 0.21.0 Fast State-of-the-Art Tokenizers optimized for Research and Production torch-cluster 1.6.3 Extension library of highly optimized graph cluster algorithms for use in PyTorch torch-geometric 2.4.0 Geometric deep learning extension library for PyTorch torch-scatter 2.1.2 Extension library of highly optimized sparse update (scatter and segment) operations torch-sparse 0.6.18 Extension library of optimized sparse matrix operations with autograd support torch-spline-conv 1.2.2 PyTorch implementation of the spline-based convolution operator of SplineCNN torchvision 0.15.2 Image and video datasets and models for torch deep learning torchvision-cpp 0.15.2 Image and video datasets and models for torch deep learning, C++ interface transformers 4.47.0 State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch trimesh 2.35.39 Import, export, process, analyze and view triangular meshes. typeguard 2.12.1 Runtime type checker for Python typer 0.9.0 A library for building CLI applications typing 3.10.0.0 Type Hints for Python - backport for Python<3.5 tzlocal 5.2 tzinfo object for the local timezone wasabi 0.9.1 A lightweight console printing and formatting toolkit weasel 0.3.4 A small and easy workflow system werkzeug 3.1.3 The Python WSGI Utility Library wordcloud 1.9.4 A little word cloud generator in Python xgboost 2.0.3 Scalable, portable and distributed Gradient Boosting (GBDT, GBRT or GBM) library xmltodict 0.14.2 Makes working with XML feel like you are working with JSON xxhash 0.8.0 Extremely fast hash algorithm xyzservices 2022.9.0 Source of XYZ tiles providers yapf 0.40.2 A formatter for Python files yarl 1.18.0 Yet another URL library _py-xgboost-mutex 2.0 Metapackage for selecting the desired implementation of XGBoost Manifest for Pro 3.4 / Server 11.4 Library Name Version Description absl-py 2.1.0 Abseil Python Common Libraries accelerate 0.33.0 Accelerate provides access to numerical libraries optimized for performance on Intel CPUs and NVidia GPUs addict 2.4.0 Provides a dictionary whose items can be set using both attribute and item syntax affine 2.3.0 Matrices describing affine transformation of the plane aiohttp 3.9.5 Async http client/server framework (asyncio) aiosignal 1.2.0 A list of registered asynchronous callbacks albumentations 1.0.3 Fast and flexible image augmentation library alembic 1.8.1 A database migration tool for SQLAlchemy aom 3.9.1 Alliance for Open Media video codec astunparse 1.6.3 An AST unparser for Python atomicwrites 1.4.0 Atomic file writes for Python bitsandbytes 0.43.3 Accessible large language models via k-bit quantization for PyTorch. blosc 1.21.3 A blocking, shuffling and loss-less compression library that can be faster thanmemcpy() boost 1.82.0 Boost provides peer-reviewed portable C++ source libraries branca 0.6.0 Generate rich HTML + JS elements from Python bzip2 1.0.8 High-quality data compressor cairo 1.18.2 A 2D graphics library with support for multiple output devices catalogue 2.0.10 Super lightweight function registries for your library catboost 1.2.3 Gradient boosting on decision trees library category_encoders 2.2.2 A collection sklearn transformers to encode categorical variables as numeric ccimport 0.4.2 Fast C++ Python binding charls 2.2.0 CharLS, a C++ JPEG-LS library implementation click-plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points cliff 3.8.0 Command Line Interface Formulation Framework cligj 0.7.2 Click params for command line interfaces to GeoJSON cloudpathlib 0.16.0 pathlib.Path-style classes for interacting with files in different cloud storage services. cmaes 0.8.2 Blackbox optimization with the Covariance Matrix Adaptation Evolution Strategy cmd2 2.4.3 A tool for building interactive command line apps coloredlogs 15.0.1 Colored terminal output for Python's logging module colorlog 5.0.1 Log formatting with colors! colour 0.1.5 Python color representations manipulation library (RGB, HSL, web, ...) confection 0.1.4 The sweetest config system for Python cudatoolkit 11.8.0 NVIDIA's CUDA toolkit cudnn 8.7.0.84 NVIDIA's cuDNN deep neural network acceleration library cumm 0.4.11 CUda Matrix Multiply library cymem 2.0.6 Manage calls to calloc/free through Cython cython 3.0.10 The Cython compiler for writing C extensions for the Python language cython-blis 0.7.9 Fast matrix-multiplication as a self-contained Python library – no system dependencies! datasets 2.16.1 HuggingFace/Datasets is an open library of NLP datasets. dav1d 1.2.1 The fastest AV1 decoder on all platforms deep-learning-essentials 3.4 Expansive collection of deep learning packages descartes 1.1.0 Use geometric objects as matplotlib paths and patches detreg 1.0.0 PyTorch Wrapper for CUDA Functions of Multi-Scale Deformable Attention dill 0.3.7 Serialize all of python (almost) dm-tree 0.1.7 A library for working with nested data structures dtreeviz 1.3.7 Decision tree visualization einops 0.7.0 A new flavor of deep learning operations ensemble-boxes 1.0.8 Methods for ensembling boxes from object detection models expat 2.6.3 Expat XML parser library in C fairlearn 0.8.0 Simple and easy fairness assessment and unfairness mitigation fastai 1.0.63 fastai makes deep learning with PyTorch faster, more accurate, and easier fastprogress 0.2.3 A fast and simple progress bar for Jupyter Notebook and console fasttext 0.9.2 Efficient text classification and representation learning ffmpeg 7.0.0 Cross-platform solution to record, convert and stream audio and video filelock 3.13.1 A platform independent file lock fiona 1.9.6 OGR's neat, nimble, no-nonsense API for Python programmers fire 0.4.0 A library for creating CLIs from absolutely any Python object folium 0.14.0 Make beautiful maps with Leaflet.js and Python fribidi 1.0.10 The Free Implementation of the Unicode Bidirectional Algorithm frozenlist 1.4.0 A list-like structure which implements collections.abc.MutableSequence gast 0.5.3 Python AST that abstracts the underlying Python version gdown 5.2.0 Download large files from Google Drive. geopandas 1.0.1 Geographic pandas extensions, base package geopandas-base 1.0.1 Geographic pandas extensions, metapackage geos 3.12.1 A C++ port of the Java Topology Suite (JTS) getopt-win32 0.1 A port of getopt for Visual C++ gflags 2.2.2 A C++ library that implements commandline flags processing giflib 5.2.1 Library for reading and writing gif images glib 2.78.4 Provides core application building blocks for libraries and applications written in C glib-tools 2.78.4 Provides core application building blocks for libraries and applications written in C, command line tools google-auth 2.29.0 Google authentication library for Python google-auth-oauthlib 0.5.2 Google Authentication Library, oauthlib integration with google-auth google-pasta 0.2.0 pasta is an AST-based Python refactoring library gputil 1.4.0 NVIDIA GPU status from Python graphite2 1.3.14 A "smart font" system that handles the complexities of lesser-known languages of the world graphviz 8.1.0 Open Source graph visualization software groundingdino-py 0.4.0 open-set object detector grpcio 1.46.3 HTTP/2-based RPC framework gts 0.7.6 GNU Triangulated Surface Library h3-py 3.7.6 H3 Hexagonal Hierarchical Geospatial Indexing System harfbuzz 4.3.0 An OpenType text shaping engine huggingface_hub 0.24.3 Client library to download and publish models on the huggingface.co hub humanfriendly 10.0 Human friendly output for text interfaces using Python icu 73.1 International Components for Unicode imagecodecs 2023.1.23 Image transformation, compression, and decompression codecs imageio 2.33.1 A Python library for reading and writing image data imgaug 0.4.0 Image augmentation for machine learning experiments inplace-abn 1.1.0 In-Place Activated BatchNorm joblib 1.4.2 Python function as pipeline jobs js2py 0.74 JavaScript to Python Translator & JavaScript interpreter written in 100% pure Python. jxrlib 1.1 jxrlib - JPEG XR Library by Microsoft, built from Debian hosted sources. keras 2.13.1 Deep Learning Library for Theano and TensorFlow langcodes 3.3.0 Labels and compares human languages in a standardized way lark 1.1.2 a modern parsing library laspy 1.7.1 A Python library for reading, modifying and creating LAS files lazy_loader 0.4 Easily load subpackages and functions on demand lcms2 2.16 The Little color management system lerc 3.0 Limited Error Raster Compression libaec 1.0.4 Adaptive entropy coding library libavif 1.1.1 A friendly, portable C implementation of the AV1 Image File Format libboost 1.82.0 Free peer-reviewed portable C++ source libraries libclang 14.0.6 Development headers and libraries for the Clang compiler libclang13 14.0.6 Development headers and libraries for the Clang compiler libcurl 8.9.1 Tool and library for transferring data with URL syntax libffi 3.4.4 Portable foreign-function interface library libgd 2.3.3 Library for the dynamic creation of images libglib 2.78.4 Provides core application building blocks for libraries and applications written in C libiconv 1.16 Convert text between different encodings libnghttp2 1.62.1 HTTP/2 C library libopencv 4.8.1 Computer vision and machine learning software library libspatialindex 1.9.3 Extensible framework for robust spatial indexing libsrt 1.5.3 Secure, Reliable Transport libuv 1.40.0 Cross-platform asynchronous I/O libwebp 1.3.2 WebP image library libwebp-base 1.3.2 WebP image library, minimal base library libxgboost 2.0.3 eXtreme Gradient Boosting libzopfli 1.0.3 A compression library for very good but slow deflate or zlib compression lightgbm 4.3.0 LightGBM is a gradient boosting framework that uses tree based learning algorithms llvmlite 0.42.0 A lightweight LLVM python binding for writing JIT compilers mako 1.2.3 Template library written in Python mapclassify 2.5.0 Classification schemes for choropleth maps markdown 3.4.1 Python implementation of Markdown markdown-it-py 2.2.0 Python port of markdown-it. Markdown parsing, done right! mdurl 0.1.0 URL utilities for markdown-it-py parser mljar-supervised 0.11.2 Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning mmcv 2.0.1 OpenMMLab Computer Vision Foundation mmdet 3.1.0 OpenMMLab Detection Toolbox and Benchmark mmdet3d 1.2.0 Next generation platform for general 3D object detection mmengine 0.8.5 Engine of OpenMMLab projects mmsegmentation 1.1.2 semantic segmentation toolbox and benchmark motmetrics 1.1.3 Benchmark multiple object trackers (MOT) in Python multidict 6.0.4 Key-value pairs where keys are sorted and can reoccur multiprocess 0.70.15 better multiprocessing and multithreading in python munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects) murmurhash 1.0.7 A non-cryptographic hash function nb_conda_kernels 2.5.1 Launch Jupyter kernels for any installed conda environment neural-structured-learning 1.4.0 Train neural networks with structured signals ninja_syntax 1.7.2 Python module for generating .ninja files numba 0.59.1 NumPy aware dynamic Python compiler using LLVM nuscenes-devkit 1.1.3 The devkit of the nuScenes dataset nvidia-ml-py3 7.352.0 Python bindings to the NVIDIA Management Library onnx 1.13.1 Open Neural Network Exchange library onnx-tf 1.9.0 Experimental Tensorflow Backend for ONNX onnxruntime 1.18.1 High performance ML inferencing and training accelerator, Python library onnxruntime-cpp 1.18.1 High performance ML inferencing and training accelerator, C++ runtime opencv 4.8.1 Computer vision and machine learning software library openjpeg 2.5.0 An open-source JPEG 2000 codec written in C opt-einsum 3.3.0 Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization optuna 3.0.4 A hyperparameter optimization framework pango 1.50.7 Text layout and rendering engine pathy 0.10.3 A Path interface for local and cloud bucket storage pbr 5.6.0 Python Build Reasonableness pccm 0.4.11 Python C++ code manager pcre2 10.42 Regular expression pattern matching using the same syntax and semantics as Perl 5 pixman 0.43.4 A low-level software library for pixel manipulation plotly 5.20.0 An interactive, browser-based graphing library for Python portalocker 2.3.0 Portalocker is a library to provide an easy API to file locking. portaudio 19.6.0 A cross platform, open-source, audio I/O library preshed 3.0.6 Cython Hash Table for Pre-Hashed Keys prettytable 2.1.0 Display tabular data in a visually appealing ASCII table format proj4 9.4.1 PROJ coordinate transformation software library py-boost 1.82.0 Free peer-reviewed portable C++ source libraries py-opencv 4.8.1 Computer vision and machine learning software library py-xgboost 2.0.3 Python bindings for the scalable, portable and distributed gradient boosting XGBoost library pyasn1 0.4.8 ASN.1 types and codecs pyasn1-modules 0.2.8 A collection of ASN.1-based protocols modules pycocotools 2.0.7 Python API for the MS-COCO dataset pyjsparser 2.7.1 Fast javascript parser (based on esprima.js) pyopenssl 24.2.1 Python wrapper module around the OpenSSL library pyperclip 1.8.2 A cross-platform clipboard module for Python pyproj 3.6.1 Python interface to PROJ4 library for cartographic transformations pyquaternion 0.9.9 Pythonic library for representing and using quaternions pyreadline3 3.4.1 A python implmementation of GNU readline, modernized python-flatbuffers 23.5.26 Python runtime library for use with the Flatbuffers serialization format python-graphviz 0.20.1 Simple Python interface for Graphviz python-sounddevice 0.4.4 Play and record sound with Python python-tzdata 2023.3 Provider of IANA time zone data python-xxhash 2.0.2 Python binding for xxHash pytorch 2.0.1 PyTorch is an optimized tensor library for deep learning using GPUs and CPUs pywin32 305 Python extensions for Windows rasterio 1.3.10 Rasterio reads and writes geospatial raster datasets rich 13.3.5 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal rsa 4.7.2 Pure-Python RSA implementation rtree 1.0.1 R-Tree spatial index for Python GIS safetensors 0.4.2 Fast and Safe Tensor serialization samgeo 3.4 A collection of the essential packages to work with the Segment Geospatial (samgeo) stack. scikit-image 0.22.0 Image processing routines for SciPy scikit-learn 1.3.0 A set of python modules for machine learning and data mining scikit-plot 0.3.7 Plotting for scikit-learn objects segment-anything 1.0 An unofficial Python package for Meta AI's Segment Anything Model segment-anything-hq 0.3 Official Python package for Segment Anything in High Quality segment-geospatial 0.10.2 A Python package for segmenting geospatial data with the Segment Anything Model (SAM) sentencepiece 0.1.99 Unsupervised text tokenizer and detokenizer shap 0.42.1 A unified approach to explain the output of any machine learning model shapely 2.0.5 Geometric objects, predicates, and operations shellingham 1.5.0 Tool to Detect Surrounding Shell slicer 0.0.7 A small package for big slicing smart_open 5.2.1 Python library for efficient streaming of large files snuggs 1.4.7 Snuggs are s-expressions for NumPy spacy 3.7.2 Industrial-strength Natural Language Processing spacy-legacy 3.0.12 spaCy NLP legacy functions and architectures for backwards compatibility spacy-loggers 1.0.4 Alternate loggers for spaCy pipeline training spconv 2.3.6 Spatial sparse convolution srsly 2.4.8 Modern high-performance serialization utilities for Python stevedore 5.1.0 Manage dynamic plugins for Python applications supervision 0.6.0 A set of easy-to-use utils that will come in handy in any Computer Vision project tabulate 0.9.0 Pretty-print tabular data in Python, a library and a command-line utility tbb 2021.8.0 High level abstract threading library tenacity 8.2.3 Retry a flaky function whenever an exception occurs until it works tensorboard 2.13.0 TensorBoard lets you watch Tensors Flow tensorboard-data-server 0.7.0 Data server for TensorBoard tensorboard-plugin-wit 1.6.0 What-If Tool TensorBoard plugin tensorboardx 2.6.2.2 TensorBoardX lets you watch Tensors Flow without Tensorflow tensorflow 2.13.0 TensorFlow is a machine learning library tensorflow-addons 0.22.0 Useful extra functionality for TensorFlow tensorflow-estimator 2.13.0 TensorFlow Estimator tensorflow-hub 0.16.1 A library for transfer learning by reusing parts of TensorFlow models tensorflow-io-gcs-filesystem 0.31.0 Dataset, streaming, and file system extensions tensorflow-model-optimization 0.7.5 TensorFlow Model Optimization Toolkit tensorflow-probability 0.20.1 TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow termcolor 2.1.0 ANSII Color formatting for output in terminal terminaltables 3.1.0 Generate simple tables in terminals from a nested list of strings tflite-model-maker 0.3.4 A model customization library for on-device applications tflite-support 0.4.4 TensorFlow Lite Support for deploying TFLite models onto ombile devices thinc 8.2.2 Learn super-sparse multi-class models threadpoolctl 3.5.0 Python helpers to control the threadpools of native libraries tifffile 2023.4.12 Read and write TIFF files timm 0.4.12 PyTorch image models tokenizers 0.19.1 Fast State-of-the-Art Tokenizers optimized for Research and Production torch-cluster 1.6.3 Extension library of highly optimized graph cluster algorithms for use in PyTorch torch-geometric 2.4.0 Geometric deep learning extension library for PyTorch torch-scatter 2.1.2 Extension library of highly optimized sparse update (scatter and segment) operations torch-sparse 0.6.18 Extension library of optimized sparse matrix operations with autograd support torch-spline-conv 1.2.2 PyTorch implementation of the spline-based convolution operator of SplineCNN torchvision 0.15.2 Image and video datasets and models for torch deep learning torchvision-cpp 0.15.2 Image and video datasets and models for torch deep learning, C++ interface transformers 4.43.4 State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch trimesh 2.35.39 Import, export, process, analyze and view triangular meshes. typeguard 2.12.1 Runtime type checker for Python typer 0.9.0 A library for building CLI applications typing 3.10.0.0 Type Hints for Python - backport for Python<3.5 tzlocal 5.2 tzinfo object for the local timezone wasabi 0.9.1 A lightweight console printing and formatting toolkit weasel 0.3.4 A small and easy workflow system werkzeug 3.0.3 The Python WSGI Utility Library wordcloud 1.9.3 A little word cloud generator in Python xgboost 2.0.3 Scalable, portable and distributed Gradient Boosting (GBDT, GBRT or GBM) library xmltodict 0.13.0 Makes working with XML feel like you are working with JSON xxhash 0.8.0 Extremely fast hash algorithm xyzservices 2022.9.0 Source of XYZ tiles providers yapf 0.40.2 A formatter for Python files yarl 1.9.3 Yet another URL library zfp 1.0.0 Library for compressed numerical arrays that support high throughput read and write random access _py-xgboost-mutex 2.0 Metapackage for selecting the desired implementation of XGBoost Manifest for Pro 3.3 / Server 11.3 Library Name Version Description absl-py 2.1.0 Abseil Python Common Libraries addict 3.4.0 Provides a dictionary whose items can be set using both attribute and item syntax affine 2.3.0 Matrices describing affine transformation of the plane aiohttp 3.9.5 Async http client/server framework (asyncio) aiosignal 1.2.0 A list of registered asynchronous callbacks albumentations 1.0.3 Fast and flexible image augmentation library alembic 1.8.1 A database migration tool for SQLAlchemy annotated-types 0.6.0 Reusable constraint types to use with typing.Annotated aom 3.6.0 Alliance for Open Media video codec astunparse 1.6.3 An AST unparser for Python atomicwrites 1.4.0 Atomic file writes for Python blosc 1.21.3 A blocking, shuffling and loss-less compression library that can be faster than memcpy() boost 1.82.0 Boost provides peer-reviewed portable C++ source libraries branca 0.6.0 Generate rich HTML + JS elements from Python bzip2 1.0.8 High-quality data compressor cairo 1.16.0 A 2D graphics library with support for multiple output devices catalogue 2.0.10 Super lightweight function registries for your library catboost 1.2.3 Gradient boosting on decision trees library category_encoders 2.2.2 A collection sklearn transformers to encode categorical variables as numeric ccimport 0.4.2 Fast C++ Python binding charls 2.2.0 CharLS, a C++ JPEG-LS library implementation click-plugins 1.1.1 An extension module for click to enable registering CLI commands via setuptools entry-points cliff 3.8.0 Command Line Interface Formulation Framework cligj 0.7.2 Click params for command line interfaces to GeoJSON cloudpathlib 0.16.0 pathlib.Path-style classes for interacting with files in different cloud storage services. cmaes 0.8.2 Blackbox optimization with the Covariance Matrix Adaptation Evolution Strategy cmd2 2.4.3 A tool for building interactive command line apps coloredlogs 15.0.1 Colored terminal output for Python's logging module colorlog 5.0.1 Log formatting with colors! colour 0.1.5 Python color representations manipulation library (RGB, HSL, web, ...) confection 0.1.4 The sweetest config system for Python cudatoolkit 11.8.0 NVIDIA's CUDA toolkit cudnn 8.7.0.84 NVIDIA's cuDNN deep neural network acceleration library cumm 0.4.11 CUda Matrix Multiply library cymem 2.0.6 Manage calls to calloc/free through Cython cython 3.0.10 The Cython compiler for writing C extensions for the Python language cython-blis 0.7.9 Fast matrix-multiplication as a self-contained Python library – no system dependencies! datasets 2.16.1 HuggingFace/Datasets is an open library of NLP datasets. dav1d 1.2.1 The fastest AV1 decoder on all platforms deep-learning-essentials 3.3 Expansive collection of deep learning packages descartes 1.1.0 Use geometric objects as matplotlib paths and patches detreg 1.0.0 PyTorch Wrapper for CUDA Functions of Multi-Scale Deformable Attention dill 0.3.7 Serialize all of python (almost) dm-tree 0.1.7 A library for working with nested data structures dtreeviz 1.3.7 Decision tree visualization einops 0.7.0 A new flavor of deep learning operations ensemble-boxes 1.0.8 Methods for ensembling boxes from object detection models expat 2.6.0 Expat XML parser library in C fairlearn 0.8.0 Simple and easy fairness assessment and unfairness mitigation fastai 1.0.63 fastai makes deep learning with PyTorch faster, more accurate, and easier fastprogress 0.2.3 A fast and simple progress bar for Jupyter Notebook and console fasttext 0.9.2 Efficient text classification and representation learning ffmpeg 6.1.1 Cross-platform solution to record, convert and stream audio and video filelock 3.13.1 A platform independent file lock fiona 1.9.5 OGR's neat, nimble, no-nonsense API for Python programmers fire 0.4.0 A library for creating CLIs from absolutely any Python object folium 0.14.0 Make beautiful maps with Leaflet.js and Python fontconfig 2.14.1 A library for configuring and customizing font access fribidi 1.0.10 The Free Implementation of the Unicode Bidirectional Algorithm frozenlist 1.4.0 A list-like structure which implements collections.abc.MutableSequence gast 0.5.3 Python AST that abstracts the underlying Python version gdown 4.7.1 Download large files from Google Drive. geopandas 0.14.1 Geographic pandas extensions, base package geopandas-base 0.14.1 Geographic pandas extensions, metapackage geos 3.12.1 A C++ port of the Java Topology Suite (JTS) getopt-win32 0.1 A port of getopt for Visual C++ gflags 2.2.2 A C++ library that implements commandline flags processing giflib 5.2.1 Library for reading and writing gif images glib 2.78.4 Provides core application building blocks for libraries and applications written in C glib-tools 2.78.4 Provides core application building blocks for libraries and applications written in C, command line tools google-auth 2.29.0 Google authentication library for Python google-auth-oauthlib 0.5.2 Google Authentication Library, oauthlib integration with google-auth google-pasta 0.2.0 pasta is an AST-based Python refactoring library gputil 1.4.0 NVIDIA GPU status from Python graphite2 1.3.14 A "smart font" system that handles the complexities of lesser-known languages of the world graphviz 8.1.0 Open Source graph visualization software groundingdino-py 0.4.0 open-set object detector grpcio 1.46.3 HTTP/2-based RPC framework gts 0.7.6 GNU Triangulated Surface Library h3-py 3.7.6 H3 Hexagonal Hierarchical Geospatial Indexing System harfbuzz 4.3.0 An OpenType text shaping engine huggingface_hub 0.20.3 Client library to download and publish models on the huggingface.co hub humanfriendly 10.0 Human friendly output for text interfaces using Python icu 68.1 International Components for Unicode imagecodecs 2023.1.23 Image transformation, compression, and decompression codecs imageio 2.33.1 A Python library for reading and writing image data imgaug 0.4.0 Image augmentation for machine learning experiments inplace-abn 1.1.0 In-Place Activated BatchNorm joblib 1.4.0 Python function as pipeline jobs js2py 0.74 JavaScript to Python Translator & JavaScript interpreter written in 100% pure Python. jxrlib 1.1 jxrlib - JPEG XR Library by Microsoft, built from Debian hosted sources. keras 2.13.1 Deep Learning Library for Theano and TensorFlow langcodes 3.3.0 Labels and compares human languages in a standardized way lark 1.1.2 a modern parsing library laspy 1.7.1 A Python library for reading, modifying and creating LAS files lazy_loader 0.3 Easily load subpackages and functions on demand lcms2 2.12 The Little color management system lerc 3.0 Limited Error Raster Compression libaec 1.0.4 Adaptive entropy coding library libavif 0.11.1 A friendly, portable C implementation of the AV1 Image File Format libboost 1.82.0 Free peer-reviewed portable C++ source libraries libclang 14.0.6 Development headers and libraries for the Clang compiler libclang13 14.0.6 Development headers and libraries for the Clang compiler libcurl 8.6.0 Tool and library for transferring data with URL syntax libffi 3.4.4 Portable foreign-function interface library libgd 2.3.3 Library for the dynamic creation of images libglib 2.78.4 Provides core application building blocks for libraries and applications written in C libiconv 1.16 Convert text between different encodings libnghttp2 1.59.0 HTTP/2 C library libopencv 4.8.1 Computer vision and machine learning software library libspatialindex 1.9.3 Extensible framework for robust spatial indexing libsrt 1.4.4 Secure, Reliable Transport libuv 1.40.0 Cross-platform asynchronous I/O libwebp 1.3.2 WebP image library libwebp-base 1.3.2 WebP image library, minimal base library libxgboost 2.0.3 eXtreme Gradient Boosting libzopfli 1.0.3 A compression library for very good but slow deflate or zlib compression lightgbm 4.3.0 LightGBM is a gradient boosting framework that uses tree based learning algorithms llvmlite 0.42.0 A lightweight LLVM python binding for writing JIT compilers mako 1.2.3 Template library written in Python mapclassify 2.5.0 Classification schemes for choropleth maps markdown 3.4.1 Python implementation of Markdown markdown-it-py 2.2.0 Python port of markdown-it. Markdown parsing, done right! mdurl 0.1.0 URL utilities for markdown-it-py parser mljar-supervised 0.11.2 Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning mmcv 2.0.1 OpenMMLab Computer Vision Foundation mmdet 3.1.0 OpenMMLab Detection Toolbox and Benchmark mmdet3d 1.2.0 Next generation platform for general 3D object detection mmengine 0.8.5 Engine of OpenMMLab projects mmsegmentation 1.1.2 semantic segmentation toolbox and benchmark motmetrics 1.1.3 Benchmark multiple object trackers (MOT) in Python multidict 6.0.4 Key-value pairs where keys are sorted and can reoccur multiprocess 0.70.15 better multiprocessing and multithreading in python munch 2.5.0 A dot-accessible dictionary (a la JavaScript objects) murmurhash 1.0.7 A non-cryptographic hash function nb_conda_kernels 2.3.1 Launch Jupyter kernels for any installed conda environment neural-structured-learning 1.4.0 Train neural networks with structured signals ninja_syntax 1.7.2 Python module for generating .ninja files numba 0.59.1 NumPy aware dynamic Python compiler using LLVM nuscenes-devkit 1.1.3 The devkit of the nuScenes dataset nvidia-ml-py3 7.352.0 Python bindings to the NVIDIA Management Library onnx 1.13.1 Open Neural Network Exchange library onnx-tf 1.9.0 Experimental Tensorflow Backend for ONNX onnxruntime 1.17.1 cross-platform, high performance ML inferencing and training accelerator opencv 4.8.1 Computer vision and machine learning software library openjpeg 2.5.0 An open-source JPEG 2000 codec written in C opt-einsum 3.3.0 Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization optuna 3.0.4 A hyperparameter optimization framework pango 1.50.7 Text layout and rendering engine pathy 0.10.3 A Path interface for local and cloud bucket storage pbr 5.6.0 Python Build Reasonableness pccm 0.4.11 Python C++ code manager pcre2 10.42 Regular expression pattern matching using the same syntax and semantics as Perl 5 pixman 0.42.2 A low-level software library for pixel manipulation plotly 5.20.0 An interactive, browser-based graphing library for Python portalocker 2.3.0 Portalocker is a library to provide an easy API to file locking. portaudio 19.6.0 A cross platform, open-source, audio I/O library preshed 3.0.6 Cython Hash Table for Pre-Hashed Keys prettytable 2.1.0 Display tabular data in a visually appealing ASCII table format proj4 9.3.1 PROJ coordinate transformation software library py-boost 1.82.0 Free peer-reviewed portable C++ source libraries py-opencv 4.8.1 Computer vision and machine learning software library py-xgboost 2.0.3 Python bindings for the scalable, portable and distributed gradient boosting XGBoost library pyasn1 0.4.8 ASN.1 types and codecs pyasn1-modules 0.2.8 A collection of ASN.1-based protocols modules pycocotools 2.0.7 Python API for the MS-COCO dataset pydantic 2.4.2 Data validation and settings management using python type hinting pydantic-core 2.10.1 Data validation and settings management using python type hinting, core package pyjsparser 2.7.1 Fast javascript parser (based on esprima.js) pyperclip 1.8.2 A cross-platform clipboard module for Python pyproj 3.6.1 Python interface to PROJ4 library for cartographic transformations pyquaternion 0.9.9 Pythonic library for representing and using quaternions pyreadline3 3.4.1 A python implmementation of GNU readline, modernized python-flatbuffers 23.5.26 Python runtime library for use with the Flatbuffers serialization format python-graphviz 0.20.1 Simple Python interface for Graphviz python-sounddevice 0.4.4 Play and record sound with Python python-tzdata 2023.3 Provider of IANA time zone data python-xxhash 2.0.2 Python binding for xxHash pytorch 2.0.1 PyTorch is an optimized tensor library for deep learning using GPUs and CPUs pywin32 305 Python extensions for Windows rasterio 1.3.9 Rasterio reads and writes geospatial raster datasets rich 13.3.5 Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal rsa 4.7.2 Pure-Python RSA implementation rtree 1.0.1 R-Tree spatial index for Python GIS safetensors 0.4.2 Fast and Safe Tensor serialization samgeo 3.3 A collection of the essential packages to work with the Segment Geospatial (samgeo) stack. scikit-image 0.22.0 Image processing routines for SciPy scikit-learn 1.3.0 A set of python modules for machine learning and data mining scikit-plot 0.3.7 Plotting for scikit-learn objects segment-anything 1.0 An unofficial Python package for Meta AI's Segment Anything Model segment-anything-hq 0.3 Official Python package for Segment Anything in High Quality segment-geospatial 0.10.2 A Python package for segmenting geospatial data with the Segment Anything Model (SAM) sentencepiece 0.1.99 Unsupervised text tokenizer and detokenizer shap 0.42.1 A unified approach to explain the output of any machine learning model shapely 2.0.1 Geometric objects, predicates, and operations shellingham 1.5.0 Tool to Detect Surrounding Shell slicer 0.0.7 A small package for big slicing smart_open 5.2.1 Python library for efficient streaming of large files snuggs 1.4.7 Snuggs are s-expressions for NumPy spacy 3.7.2 Industrial-strength Natural Language Processing spacy-legacy 3.0.12 spaCy NLP legacy functions and architectures for backwards compatibility spacy-loggers 1.0.4 Alternate loggers for spaCy pipeline training spconv 2.3.6 Spatial sparse convolution srsly 2.4.8 Modern high-performance serialization utilities for Python stevedore 5.1.0 Manage dynamic plugins for Python applications supervision 0.6.0 A set of easy-to-use utils that will come in handy in any Computer Vision project tabulate 0.9.0 Pretty-print tabular data in Python, a library and a command-line utility tbb 2021.8.0 High level abstract threading library tenacity 8.2.2 Retry a flaky function whenever an exception occurs until it works tensorboard 2.13.0 TensorBoard lets you watch Tensors Flow tensorboard-data-server 0.7.0 Data server for TensorBoard tensorboard-plugin-wit 1.6.0 What-If Tool TensorBoard plugin tensorboardx 2.6.2.2 TensorBoardX lets you watch Tensors Flow without Tensorflow tensorflow 2.13.0 TensorFlow is a machine learning library tensorflow-addons 0.22.0 Useful extra functionality for TensorFlow tensorflow-estimator 2.13.0 TensorFlow Estimator tensorflow-hub 0.16.1 A library for transfer learning by reusing parts of TensorFlow models tensorflow-io-gcs-filesystem 0.31.0 Dataset, streaming, and file system extensions tensorflow-model-optimization 0.7.5 TensorFlow Model Optimization Toolkit tensorflow-probability 0.20.1 TensorFlow Probability is a library for probabilistic reasoning and statistical analysis in TensorFlow termcolor 2.1.0 ANSII Color formatting for output in terminal terminaltables 3.1.0 Generate simple tables in terminals from a nested list of strings tflite-model-maker 0.3.4 A model customization library for on-device applications tflite-support 0.4.4 TensorFlow Lite Support for deploying TFLite models onto ombile devices thinc 8.2.2 Learn super-sparse multi-class models threadpoolctl 2.2.0 Python helpers to control the threadpools of native libraries tifffile 2023.4.12 Read and write TIFF files timm 0.4.12 PyTorch image models tokenizers 0.15.0 Fast State-of-the-Art Tokenizers optimized for Research and Production torch-cluster 1.6.3 Extension library of highly optimized graph cluster algorithms for use in PyTorch torch-geometric 2.4.0 Geometric deep learning extension library for PyTorch torch-scatter 2.1.2 Extension library of highly optimized sparse update (scatter and segment) operations torch-sparse 0.6.18 Extension library of optimized sparse matrix operations with autograd support torch-spline-conv 1.2.2 PyTorch implementation of the spline-based convolution operator of SplineCNN torchvision 0.15.2 Image and video datasets and models for torch deep learning torchvision-cpp 0.15.2 Image and video datasets and models for torch deep learning, C++ interface transformers 4.36.2 State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch trimesh 2.35.39 Import, export, process, analyze and view triangular meshes. typeguard 2.12.1 Runtime type checker for Python typer 0.9.0 A library for building CLI applications typing 3.10.0.0 Type Hints for Python - backport for Python<3.5 tzlocal 5.2 tzinfo object for the local timezone wasabi 0.9.1 A lightweight console printing and formatting toolkit weasel 0.3.4 A small and easy workflow system werkzeug 3.0.3 The Python WSGI Utility Library wordcloud 1.9.3 A little word cloud generator in Python wrapt 1.14.1 Module for decorators, wrappers and monkey patching xgboost 2.0.3 Scalable, portable and distributed Gradient Boosting (GBDT, GBRT or GBM) library xmltodict 0.13.0 Makes working with XML feel like you are working with JSON xxhash 0.8.0 Extremely fast hash algorithm xyzservices 2022.9.0 Source of XYZ tiles providers yapf 0.40.2 A formatter for Python files yarl 1.9.3 Yet another URL library zfp 1.0.0 Library for compressed numerical arrays that support high throughput read and write random access _py-xgboost-mutex 2.0 Metapackage for selecting the desired implementation of XGBoost Manifest for Pro 3.2 / Server 11.2 Library Name Version Description abseil-cpp 20210324.2 Abseil C++ Common Libraries absl-py 1.3.0 Abseil Python Common Libraries addict 2.4.0 Provides a dictionary whose items can be set using both attribute and item syntax aiohttp 3.8.3 Async http client/server framework (asyncio) aiosignal 1.2.0 A list of registered asynchronous callbacks alembic 1.6.4 A database migration tool for SQLAlchemy astor 0.8.1 Read, rewrite, and write Python ASTs nicely astunparse 1.6.3 An AST unparser for Python async-timeout 4.0.2 Timeout context manager for asyncio programs blosc 1.21.0 A blocking, shuffling and loss-less compression library that can be faster than memcpy() boost 1.79.0 Boost provides peer-reviewed portable C++ source libraries bzip2 1.0.8 High-quality data compressor cairo 1.14.12 A 2D graphics library with support for multiple output devices catalogue 1.0.0 Super lightweight function registries for your library catboost 0.26 Gradient boosting on decision trees library category_encoders 2.2.2 A collection sklearn transformers to encode categorical variables as numeric cfitsio 3.470 A library for reading and writing FITS files charls 2.2.0 CharLS, a C++ JPEG-LS library implementation cliff 3.8.0 Command Line Interface Formulation Framework cmaes 0.8.2 Blackbox optimization with the Covariance Matrix Adaptation Evolution Strategy cmd2 2.4.2 A tool for building interactive command line apps colorlog 5.0.1 Log formatting with colors! colour 0.1.5 Python color representations manipulation library (RGB, HSL, web, ...) cudatoolkit 11.1.1 NVIDIA's CUDA toolkit cudnn 8.1.0.77 NVIDIA's cuDNN deep neural network acceleration library cymem 2.0.6 Manage calls to calloc/free through Cython cython 0.29.32 The Cython compiler for writing C extensions for the Python language cython-blis 0.4.1 Fast matrix-multiplication as a self-contained Python library – no system dependencies! dataclasses 0.8 A backport of the dataclasses module for Python 3.6 deep-learning-essentials 3.1 Expansive collection of deep learning packages descartes 1.1.0 Use geometric objects as matplotlib paths and patches dm-tree 0.1.7 A library for working with nested data structures dtreeviz 1.3.7 Decision tree visualization dtreeviz-extended 1.3.7 Decision tree visualization with included optional dependencies einops 0.3.2 A new flavor of deep learning operations ensemble-boxes 1.0.8 Methods for ensembling boxes from object detection models fastai 1.0.63 fastai makes deep learning with PyTorch faster, more accurate, and easier fastprogress 0.2.3 A fast and simple progress bar for Jupyter Notebook and console fasttext 0.9.2 Efficient text classification and representation learning filelock 3.9.0 A platform independent file lock fire 0.4.0 A library for creating CLIs from absolutely any Python object flatbuffers 2.0.0 Memory Efficient Serialization Library frozenlist 1.3.3 A list-like structure which implements collections.abc.MutableSequence gast 0.4.0 Python AST that abstracts the underlying Python version geos 3.5.0 A C++ port of the Java Topology Suite (JTS) giflib 5.2.1 Library for reading and writing gif images google-auth 2.6.0 Google authentication library for Python google-auth-oauthlib 0.4.1 Google Authentication Library, oauthlib integration with google-auth google-pasta 0.2.0 pasta is an AST-based Python refactoring library googledrivedownloader 0.4 Minimal class to download shared files from Google Drive graphviz 2.38 Open Source graph visualization software grpcio 1.42.0 HTTP/2-based RPC framework h3-py 3.7.3 H3 Hexagonal Hierarchical Geospatial Indexing System html5lib 1.1 HTML parser based on the WHATWG HTML specification icu 68.1 International Components for Unicode imagecodecs 2021.8.26 Image transformation, compression, and decompression codecs imageio 2.19.3 A Python library for reading and writing image data inplace-abn 1.1.0 In-Place Activated BatchNorm joblib 1.1.1 Python function as pipeline jobs keepalive 0.5 urllib keepalive support for Python keras 2.7.0 Deep Learning Library for Theano and TensorFlow keras-base 2.7.0 The Keras base package contains the shared Keras components used across multiple different Keras builds keras-gpu 2.7.0 Deep Learning Library for Theano and TensorFlow keras-preprocessing 1.1.2 Data preprocessing and data augmentation module of the Keras deep learning library laspy 1.7.0 A Python library for reading, modifying and creating LAS files lcms2 2.12 The Little color management system libaec 1.0.4 Adaptive entropy coding library libboost 1.79.0 Free peer-reviewed portable C++ source libraries libcurl 7.86.0 Tool and library for transferring data with URL syntax libnghttp2 1.50.0 HTTP/2 C library libopencv 4.5.2 Computer vision and machine learning software library libuv 1.40.0 Cross-platform asynchronous I/O libwebp 1.2.4 WebP image library libwebp-base 1.2.4 WebP image library, minimal base library libxgboost 1.5.0 eXtreme Gradient Boosting libzopfli 1.0.3 A compression library for very good but slow deflate or zlib compression lightgbm 3.2.1 LightGBM is a gradient boosting framework that uses tree based learning algorithms llvmlite 0.39.1 A lightweight LLVM python binding for writing JIT compilers mako 1.2.3 Template library written in Python markdown 3.4.1 Python implementation of Markdown mljar-supervised 0.11.2 Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning mmcv-full 1.4.0 OpenMMLab Computer Vision Foundation mmdet 2.19.0 OpenMMLab Detection Toolbox and Benchmark mmdet3d 0.17.3 Next generation platform for general 3D object detection mmsegmentation 0.19.0 semantic segmentation toolbox and benchmark motmetrics 1.1.3 Benchmark multiple object trackers (MOT) in Python multi-scale-deformable-attention 1.0.0 PyTorch Wrapper for CUDA Functions of Multi-Scale Deformable Attention multidict 6.0.2 Key-value pairs where keys are sorted and can reoccur murmurhash 1.0.7 A non-cryptographic hash function nb_conda_kernels 2.3.1 Launch Jupyter kernels for any installed conda environment neural-structured-learning 1.4.0 Train neural networks with structured signals ninja 1.10.2 A small build system with a focus on speed ninja-base 1.10.2 A small build system with a focus on speed, minimum dependencies numba 0.56.4 NumPy aware dynamic Python compiler using LLVM nuscenes-devkit 1.1.3 The devkit of the nuScenes dataset nvidia-ml-py3 7.352.0 Python bindings to the NVIDIA Management Library onnx 1.9.0 Open Neural Network Exchange library onnx-tf 1.8.0 Experimental Tensorflow Backend for ONNX opencv 4.5.2 Computer vision and machine learning software library openjpeg 2.4.0 An open-source JPEG 2000 codec written in C optuna 3.0.4 A hyperparameter optimization framework opt_einsum 3.3.0 Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization patsy 0.5.2 Describing statistical models in Python using symbolic formulas pbr 5.6.0 Python Build Reasonableness pixman 0.40.0 A low-level software library for pixel manipulation plac 1.1.0 The smartest command line arguments parser in the world plotly 4.5.4 An interactive, browser-based graphing library for Python portaudio 19.6.0 A cross platform, open-source, audio I/O library preshed 3.0.6 Cython Hash Table for Pre-Hashed Keys prettytable 2.1.0 Display tabular data in a visually appealing ASCII table format py-boost 1.79.0 Free peer-reviewed portable C++ source libraries py-opencv 4.5.2 Computer vision and machine learning software library py-xgboost 1.5.0 Python bindings for the scalable, portable and distributed gradient boosting XGBoost library py4j 0.10.9.3 Enables Python programs to dynamically access arbitrary Java objects pyasn1 0.4.8 ASN.1 types and codecs pyasn1-modules 0.2.8 A collection of ASN.1-based protocols modules pycocotools 2.0.2 Python API for the MS-COCO dataset pyperclip 1.8.2 A cross-platform clipboard module for Python pyquaternion 0.9.9 Pythonic library for representing and using quaternions pyspark 3.2.1 Apache Spark python-editor 1.0.4 Programmatically open an editor, capture the result python-flatbuffers 1.12 Python runtime library for use with the Flatbuffers serialization format python-graphviz 0.16 Simple Python interface for Graphviz python-sounddevice 0.4.4 Play and record sound with Python pytorch 1.8.2 PyTorch is an optimized tensor library for deep learning using GPUs and CPUs pywavelets 1.4.1 Discrete Wavelet Transforms in Python rdflib 5.0.0 RDFLib is a pure Python package for working with RDF retrying 1.3.3 Simplify the task of adding retry behavior to just about anything rsa 4.7.2 Pure-Python RSA implementation sacremoses 0.0.43 Python based tokenizer and normalizer scikit-image 0.17.2 Image processing routines for SciPy scikit-learn 1.0.2 A set of python modules for machine learning and data mining scikit-plot 0.3.7 Plotting for scikit-learn objects sentencepiece 0.1.95 Unsupervised text tokenizer and detokenizer shap 0.39.0 A unified approach to explain the output of any machine learning model shapely 1.7.1 Geometric objects, predicates, and operations slicer 0.0.7 A small package for big slicing snappy 1.1.9 A fast compressor/decompressor spacy 2.2.4 Industrial-strength Natural Language Processing sparqlwrapper 1.8.5 SPARQL Endpoint interface to Python for use with rdflib srsly 1.0.5 Modern high-performance serialization utilities for Python statsmodels 0.12.2 Statistical computations and models stevedore 3.3.0 Manage dynamic plugins for Python applications tabulate 0.8.10 Pretty-print tabular data in Python, a library and a command-line utility tbb 2021.6.0 High level abstract threading library tensorboard 2.6.0 TensorBoard lets you watch Tensors Flow tensorboard-data-server 0.6.1 Data server for TensorBoard tensorboard-plugin-wit 1.8.1 What-If Tool TensorBoard plugin tensorboardx 2.2 TensorBoardX lets you watch Tensors Flow without Tensorflow tensorflow-addons 0.15.0 Useful extra functionality for TensorFlow tensorflow-base 2.7.0 TensorFlow is a machine learning library, base package contains only tensorflow tensorflow-estimator 2.7.0 TensorFlow Estimator tensorflow-gpu 2.7.0 Metapackage for selecting the GPU-backed TensorFlow variant tensorflow-hub 0.12.0 A library for transfer learning by reusing parts of TensorFlow models tensorflow-model-optimization 0.7.3 TensorFlow Model Optimization Toolkit termcolor 2.1.0 ANSII Color formatting for output in terminal terminaltables 3.1.0 Generate simple tables in terminals from a nested list of strings tflite-model-maker 0.3.4 A model customization library for on-device applications tflite-support 0.4.1 TensorFlow Lite Support for deploying TFLite models onto ombile devices thinc 7.4.0 Learn super-sparse multi-class models threadpoolctl 2.2.0 Python helpers to control the threadpools of native libraries tifffile 2021.7.2 Read and write TIFF files timm 0.4.12 PyTorch image models tokenizers 0.10.1 Fast State-of-the-Art Tokenizers optimized for Research and Production torch-cluster 1.5.9 Extension library of highly optimized graph cluster algorithms for use in PyTorch torch-geometric 1.7.2 Geometric deep learning extension library for PyTorch torch-scatter 2.0.7 Extension library of highly optimized sparse update (scatter and segment) operations torch-sparse 0.6.10 Extension library of optimized sparse matrix operations with autograd support torch-spline-conv 1.2.1 PyTorch implementation of the spline-based convolution operator of SplineCNN torchvision 0.9.2 Image and video datasets and models for torch deep learning torchvision-cpp 0.9.2 Image and video datasets and models for torch deep learning, C++ interface transformers 4.5.1 State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch trimesh 2.35.39 Import, export, process, analyze and view triangular meshes. typeguard 2.12.1 Runtime type checker for Python typing 3.10.0.0 Type Hints for Python - backport for Python<3.5 wasabi 0.9.1 A lightweight console printing and formatting toolkit werkzeug 2.2.2 The Python WSGI Utility Library wordcloud 1.8.1 A little word cloud generator in Python xgboost 1.5.0 Scalable, portable and distributed Gradient Boosting (GBDT, GBRT or GBM) library xmltodict 0.12.0 Makes working with XML feel like you are working with JSON yapf 0.31.0 A formatter for Python files yarl 1.8.1 Yet another URL library zfp 0.5.5 Library for compressed numerical arrays that support high throughput read and write random access _py-xgboost-mutex 2.0 Metapackage for selecting the desired implementation of XGBoost _tflow_select 2.7.0 Metapackage for selecting the desired implementation of TensorFlow Manifest for Pro 3.0 / Server 11 Library Name Version Description absl-py 0.13.0 Abseil Python Common Libraries addict 2.4.0 Provides a dictionary whose items can be set using both attribute and item syntax aiohttp 3.7.4.post0 Async http client/server framework (asyncio) alembic 1.6.4 A database migration tool for SQLAlchemy astor 0.8.1 Read, rewrite, and write Python ASTs nicely astunparse 1.6.3 An AST unparser for Python async-timeout 3.0.1 Timeout context manager for asyncio programs beautifulsoup4 4.10.0 Python library designed for screen-scraping boost 1.73.0 Boost provides peer-reviewed portable C++ source libraries bottleneck 1.3.2 Fast NumPy array functions written in Cython catalogue 1.0.0 Super lightweight function registries for your library catboost 0.26 Gradient boosting on decision trees library category_encoders 2.2.2 A collection sklearn transformers to encode categorical variables as numeric charset-normalizer 2.0.4 A fast and robust universal character set detector cliff 3.8.0 Command Line Interface Formulation Framework cloudpickle 2.0.0 Extended pickling support for Python objects cmaes 0.8.2 Blackbox optimization with the Covariance Matrix Adaptation Evolution Strategy cmd2 2.1.1 A tool for building interactive command line apps colorlog 5.0.1 Log formatting with colors! colour 0.1.5 Python color representations manipulation library (RGB, HSL, web, ...) coverage 5.5 Code coverage measurement for Python cudatoolkit 11.1.1 NVIDIA's CUDA toolkit cudnn 8.1.0.77 NVIDIA's cuDNN deep neural network acceleration library cymem 2.0.5 Manage calls to calloc/free through Cython cython 0.29.24 The Cython compiler for writing C extensions for the Python language cython-blis 0.4.1 Fast matrix-multiplication as a self-contained Python library – no system dependencies! cytoolz 0.11.0 Cython implementation of Toolz. High performance functional utilities dask-core 2021.10.0 Parallel Python with task scheduling dataclasses 0.8 A backport of the dataclasses module for Python 3.6 deep-learning-essentials 2.9 Expansive collection of deep learning packages dtreeviz 1.3 Decision tree visualization fastai 1.0.63 fastai makes deep learning with PyTorch faster, more accurate, and easier fastprogress 0.2.3 A fast and simple progress bar for Jupyter Notebook and console fasttext 0.9.2 Efficient text classification and representation learning filelock 3.3.1 A platform independent file lock fsspec 2021.8.1 A specification for pythonic filesystems gast 0.3.3 Python AST that abstracts the underlying Python version geos 3.5.0 A C++ port of the Java Topology Suite (JTS) google-auth 1.33.0 Google authentication library for Python google-auth-oauthlib 0.4.1 Google Authentication Library, oauthlib integration with google-auth google-pasta 0.2.0 pasta is an AST-based Python refactoring library googledrivedownloader 0.4 Minimal class to download shared files from Google Drive graphviz 2.38 Open Source graph visualization software grpcio 1.36.1 HTTP/2-based RPC framework imageio 2.8.0 A Python library for reading and writing image data imgaug 0.4.0 Image augmentation for machine learning experiments joblib 1.1.0 Python function as pipeline jobs keepalive 0.5 urllib keepalive support for Python keras-gpu 2.4.3 Deep Learning Library for Theano and TensorFlow keras-preprocessing 1.1.2 Data preprocessing and data augmentation module of the Keras deep learning library laspy 1.7.0 A Python library for reading, modifying and creating LAS files libboost 1.73.0 Free peer-reviewed portable C++ source libraries libopencv 4.5.2 Computer vision and machine learning software library libuv 1.40.0 Cross-platform asynchronous I/O libwebp 1.2.0 WebP image library libxgboost 1.3.3 eXtreme Gradient Boosting lightgbm 3.2.1 LightGBM is a gradient boosting framework that uses tree based learning algorithms llvmlite 0.37.0 A lightweight LLVM python binding for writing JIT compilers lmdb 0.9.29 Universal Python binding for the LMDB 'Lightning' Database locket 0.2.1 File-based locks for Python for Linux and Windows mako 1.1.4 Template library written in Python markdown 3.3.4 Python implementation of Markdown mljar-supervised 0.10.6 Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning mmcv-full 1.3.7 OpenMMLab Computer Vision Foundation mmdet 2.13.0 OpenMMLab Computer Vision Foundation mmsegmentation 0.14.1 semantic segmentation toolbox and benchmark multidict 5.1.0 Key-value pairs where keys are sorted and can reoccur murmurhash 1.0.5 A non-cryptographic hash function nb_conda_kernels 2.3.1 Launch Jupyter kernels for any installed conda environment ninja 1.10.2 A small build system with a focus on speed numba 0.54.1 NumPy aware dynamic Python compiler using LLVM nvidia-ml-py3 7.352.0 Python bindings to the NVIDIA Management Library onnx 1.9.0 Open Neural Network Exchange library onnx-tf 1.8.0 Experimental Tensorflow Backend for ONNX opencv 4.5.2 Computer vision and machine learning software library optuna 2.8.0 A hyperparameter optimization framework opt_einsum 3.3.0 Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization partd 1.2.0 Data structure for on-disk shuffle operations patsy 0.5.2 Describing statistical models in Python using symbolic formulas pbr 5.6.0 Python Build Reasonableness plac 1.1.0 The smartest command line arguments parser in the world plotly 4.5.4 An interactive, browser-based graphing library for Python pooch 1.0.0 A friend to fetch your Python library's sample data files preshed 3.0.2 Cython Hash Table for Pre-Hashed Keys prettytable 2.1.0 Display tabular data in a visually appealing ASCII table format py-boost 1.73.0 Free peer-reviewed portable C++ source libraries py-opencv 4.5.2 Computer vision and machine learning software library py-xgboost 1.3.3 Python bindings for the scalable, portable and distributed gradient boosting XGBoost library py4j 0.10.9.2 Enables Python programs to dynamically access arbitrary Java objects pyasn1 0.4.8 ASN.1 types and codecs pyasn1-modules 0.2.8 A collection of ASN.1-based protocols modules pyclipper 1.3.0 Cython wrapper of Angus Johnson's Clipper library for polygon clipping pycocotools 2.0.2 Python API for the MS-COCO dataset pyperclip 1.8.2 A cross-platform clipboard module for Python pyreadline 2.1 A python implmementation of GNU readline pyspark 3.1.2 Apache Spark python-editor 1.0.4 Programmatically open an editor, capture the result python-flatbuffers 2.0 Python runtime library for use with the Flatbuffers serialization format python-graphviz 0.16 Simple Python interface for Graphviz python-levenshtein 0.12.2 Python extension for computing string edit distances and similarities python-lmdb 1.2.1 Universal Python binding for the LMDB 'Lightning' Database python_abi 3.7 Metapackage to select Python implementation pytorch 1.8.2 PyTorch is an optimized tensor library for deep learning using GPUs and CPUs pywavelets 1.1.1 Discrete Wavelet Transforms in Python rdflib 5.0.0 RDFLib is a pure Python package for working with RDF retrying 1.3.3 Simplify the task of adding retry behavior to just about anything rsa 4.7.2 Pure-Python RSA implementation sacremoses 0.0.43 SacreMoses scikit-image 0.17.2 Image processing routines for SciPy scikit-learn 1.0.1 A set of python modules for machine learning and data mining scikit-plot 0.3.7 Plotting for scikit-learn objects seaborn 0.11.2 Statistical data visualization sentencepiece 0.1.91 Unsupervised text tokenizer and detokenizer shap 0.39.0 A unified approach to explain the output of any machine learning model shapely 1.7.0 Geometric objects, predicates, and operations slicer 0.0.7 A small package for big slicing soupsieve 2.2.1 A modern CSS selector implementation for BeautifulSoup spacy 2.2.4 Industrial-strength Natural Language Processing sparqlwrapper 1.8.5 SPARQL Endpoint interface to Python for use with rdflib srsly 1.0.2 Modern high-performance serialization utilities for Python statsmodels 0.12.2 Statistical computations and models stevedore 3.3.0 Manage dynamic plugins for Python applications tabulate 0.8.9 Pretty-print tabular data in Python, a library and a command-line utility tbb 2021.4.0 High level abstract threading library tensorboard 2.6.0 TensorBoard lets you watch Tensors Flow tensorboard-data-server 0.6.0 Data server for TensorBoard tensorboard-plugin-wit 1.6.0 What-If Tool TensorBoard plugin tensorboardx 2.2 TensorBoardX lets you watch Tensors Flow without Tensorflow tensorflow-addons 0.13.0 Useful extra functionality for TensorFlow tensorflow-estimator 2.5.0 TensorFlow Estimator tensorflow-gpu 2.5.1 Metapackage for selecting the GPU-backed TensorFlow variant termcolor 1.1.0 ANSII Color formatting for output in terminal terminaltables 3.1.0 Generate simple tables in terminals from a nested list of strings thinc 7.4.0 Learn super-sparse multi-class models threadpoolctl 2.2.0 Python helpers to control the threadpools of native libraries tifffile 2020.10.1 Read and write TIFF files tokenizers 0.10.1 Fast State-of-the-Art Tokenizers optimized for Research and Production toolz 0.11.1 A functional standard library for Python torch-cluster 1.5.9 Extension library of highly optimized graph cluster algorithms for use in PyTorch torch-geometric 1.7.2 Geometric deep learning extension library for PyTorch torch-scatter 2.0.7 Extension library of highly optimized sparse update (scatter and segment) operations torch-sparse 0.6.10 Extension library of optimized sparse matrix operations with autograd support torch-spline-conv 1.2.1 PyTorch implementation of the spline-based convolution operator of SplineCNN torchvision 0.9.2 Image and video datasets and models for torch deep learning tqdm 4.62.3 A Fast, Extensible Progress Meter transformers 4.5.1 State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch typeguard 2.12.1 Runtime type checker for Python typing-extensions 3.10.0.2 Backported and Experimental Type Hints for Python wasabi 0.6.0 A lightweight console printing and formatting toolkit werkzeug 2.0.2 The Python WSGI Utility Library wordcloud 1.8.1 A little word cloud generator in Python xgboost 1.3.3 Scalable, portable and distributed Gradient Boosting (GBDT, GBRT or GBM) library yapf 0.31.0 A formatter for Python files yarl 1.6.3 Yet another URL library Manifest for Pro 2.8 / Server 10.9.0 Library Name Version Description absl-py 0.12.0 Abseil Python Common Libraries, see https://github.com/abseil/abseil-py. ase 3.19.1 Set of tools for atomistic simulations astor 0.8.1 Read, rewrite, and write Python ASTs nicely beautifulsoup4 4.9.3 Python library designed for screen-scraping boost 1.73.0 Free peer-reviewed portable C++ source libraries. cachetools 4.2.2 Extensible memoizing collections and decorators catalogue 1.0.0 Super lightweight function registries for your library cloudpickle 1.6.0 Extended pickling support for Python objects cudatoolkit 10.1.243 NVIDIA CUDA toolkit cudnn 7.6.5 NVIDIA's cuDNN deep neural network acceleration library cymem 2.0.5 Manage calls to calloc/free through Cython cython 0.29.23 The Cython compiler for writing C extensions for the Python language cython-blis 0.4.1 Fast matrix-multiplication as a self-contained Python library – no system dependencies! cytoolz 0.11.0 Cython implementation of Toolz. High performance functional utilities dask-core 2021.5.0 Parallel Python with task scheduling deep-learning-essentials 2.8 A collection of the essential packages to work with deep learning packages and ArcGIS Pro. fastai 1.0.60 fastai makes deep learning with PyTorch faster, more accurate, and easier fastprogress 0.2.3 A fast and simple progress bar for Jupyter Notebook and console. fasttext 0.9.2 fastText - Library for efficient text classification and representation learning filelock 3.0.12 A platform independent file lock. fsspec 0.9.0 A specification for pythonic filesystems gast 0.2.2 Python AST that abstracts the underlying Python version google-auth 1.21.3 Google authentication library for Python google-auth-oauthlib 0.4.2 Google Authentication Library, oauthlib integration with google-auth google-pasta 0.2.0 pasta is an AST-based Python refactoring library googledrivedownloader 0.4 Minimal class to download shared files from Google Drive. graphviz 2.38 Open Source graph visualization software. grpcio 1.35.0 HTTP/2-based RPC framework imageio 2.8.0 A Python library for reading and writing image data joblib 1.0.1 Lightweight pipelining: using Python functions as pipeline jobs. keepalive 0.5 An HTTP handler for urllib that supports HTTP 1.1 and keepalive keras-applications 1.0.8 Applications module of the Keras deep learning library. keras-gpu 2.3.1 Deep Learning Library for Theano and TensorFlow keras-preprocessing 1.1.2 Data preprocessing and data augmentation module of the Keras deep learning library laspy 1.7.0 A Python library for reading, modifying and creating LAS files libboost 1.73.0 Free peer-reviewed portable C++ source libraries libopencv 4.5.0 Computer vision and machine learning software library. libprotobuf 3.14.0 Protocol Buffers - Google's data interchange format. C++ Libraries and protoc, the protobuf compiler. libwebp 1.2.0 WebP image library llvmlite 0.36.0 A lightweight LLVM python binding for writing JIT compilers. locket 0.2.1 File-based locks for Python for Linux and Windows markdown 3.3.4 Python implementation of Markdown. murmurhash 1.0.5 Cython bindings for MurmurHash2 ninja 1.10.2 A small build system with a focus on speed numba 0.53.0 NumPy aware dynamic Python compiler using LLVM nvidia-ml-py3 7.352.0 Python bindings to the NVIDIA Management Library onnx 1.7.0 Open Neural Network Exchange library onnx-tf 1.5.0 Experimental Tensorflow Backend for ONNX opencv 4.5.0 Computer vision and machine learning software library. opt_einsum 3.3.0 Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization. partd 1.2.0 Data structure for on-disk shuffle operations plac 1.1.0 The smartest command line arguments parser in the world plotly 4.5.4 An interactive JavaScript-based visualization library for Python pooch 1.0.0 A friend to fetch your Python library's sample data files preshed 3.0.2 Cython Hash Table for Pre-Hashed Keys protobuf 3.14.0 Protocol Buffers - Google's data interchange format. py-boost 1.73.0 Free peer-reviewed portable C++ source libraries. py-opencv 4.5.0 Computer vision and machine learning software library. pyasn1 0.4.8 ASN.1 types and codecs pyasn1-modules 0.2.8 A collection of ASN.1-based protocols modules. pytorch 1.4.0 PyTorch is an optimized tensor library for deep learning using GPUs and CPUs. pywavelets 1.1.1 Discrete Wavelet Transforms in Python rdflib 5.0.0 Library for working with RDF, a simple yet powerful language for representing information. retrying 1.3.3 Simplify the task of adding retry behavior to just about anything. rsa 4.7.2 Pure-Python RSA implementation sacremoses 0.0.43 Python port of Moses tokenizer, truecaser and normalizer. scikit-image 0.17.2 Image processing routines for SciPy scikit-learn 0.23.2 A set of python modules for machine learning and data mining sentencepiece 0.1.91 SentencePiece python wrapper soupsieve 2.2.1 A modern CSS selector implementation for BeautifulSoup spacy 2.2.4 Industrial-strength Natural Language Processing sparqlwrapper 1.8.5 SPARQL Endpoint interface to Python for use with rdflib srsly 1.0.2 Modern high-performance serialization utilities for Python tensorboard 2.4.0 TensorBoard lets you watch Tensors Flow tensorboard-plugin-wit 1.6.0 What-If Tool TensorBoard plugin tensorboardx 2.1 Tensorboard for PyTorch. tensorflow 2.1.0 TensorFlow is a machine learning library. tensorflow-addons 0.9.1 Useful extra functionality for TensorFlow 2.x tensorflow-base 2.1.0 Base GPU package, tensorflow only. tensorflow-estimator 2.1.0 TensorFlow Estimator tensorflow-gpu 2.1.0 Metapackage for selecting a TensorFlow variant. termcolor 1.1.0 ANSII Color formatting for output in terminal. thinc 7.4.0 Learn super-sparse multi-class models threadpoolctl 2.1.0 Python helpers to control the threadpools of native libraries tifffile 2020.10.1 Read and write image data from and to TIFF files. tokenizers 0.8.1 Fast State-of-the-Art Tokenizers optimized for Research and Production toolz 0.11.1 A functional standard library for Python torch-cluster 1.5.4 Extension library of highly optimized graph cluster algorithms for use in PyTorch torch-geometric-1.5.0 Geometric deep learning extension library for PyTorch torch-scatter 2.0.4 Extension library of highly optimized sparse update (scatter and segment) operations torch-sparse 0.6.1 Extension library of optimized sparse matrix operations with autograd support torch-spline-conv 1.2.0 PyTorch implementation of the spline-based convolution operator of SplineCNN torchvision 0.5.0 image and video datasets and models for torch deep learning tqdm 4.59.0 A Fast, Extensible Progress Meter transformers 3.3.0 State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch typeguard 2.7.0 Runtime type checker for Python wasabi 0.6.0 A lightweight console printing and formatting toolkit werkzeug 0.16.1 The comprehensive WSGI web application library.
Important
The Pro 3.3 package set includes a CPU-only build of TensorFlow 2.13. TensorFlow 2.10 was the last TensorFlow release that includes native Windows GPU support. We recommend migrating any GPU dependent TensorFlow code to PyTorch to remain in sync with the shifting deep learning landscape. If you have performance dependent code in TensorFlow not easily migrated, Pro 3.2 and earlier have GPU supported versions of TensorFlow.
tensorflow-mkl package to get a CPU only version.arcgispro-py3 environment. Any subsequent clones of that environment will also include this full collection of packages. This collection of packages is validated and tested against the version of Pro is installed alongside, and upgrades of Pro will also require reinstallation of the deep learning libraries. Note that when you upgrade the software to a new release, you'll need to uninstall the Deep Learning Libraries installation as well as Pro or Server, and reinstall the new version of this package for that release.deep-learning-essentials package which has the same list of dependencies as a standalone conda metapackage.The Pro 3.1 and earlier package set includes a TensorFlow build which has long paths. When creating cloned environments, these paths can easily exceed the Windows MAX_PATH limitation, which prevents paths longer than 260 characters being created. To work around this limitation, the following setting can be changed in the registry:
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