Google's TensorFlow full binding in .NET Standard.
Docs: https://tensorflownet.readthedocs.io/
Showing the top 5 NuGet packages that depend on TensorFlow.NET:
Package Downloads Microsoft.ML.TensorFlowMicrosoft.ML.TensorFlow contains ML.NET integration of TensorFlow.
1.8M TensorFlow.KerasKeras for .NET Keras is an API designed for human beings, not machines. Keras follows best practices for reducing cognitive load: it offers consistent & simple APIs, it minimizes the number of user actions required for common use cases, and it provides clear & actionable error messages.
242.6K Pandas.NETPackage Description
35.5K SharpCVA image library combines OpenCV and NumSharp together.
31.9K Carbon.Feature.LearningFeature to provide integration with various Machine Learning frameworks.
17.4K GitHub repositories (3)Showing the top 3 popular GitHub repositories that depend on TensorFlow.NET:
Repository Stars dotnet/machinelearningML.NET is an open source and cross-platform machine learning framework for .NET.
9.2K SciSharp/SiaNetAn easy to use C# deep learning library with CUDA/OpenCL support
374 SciSharp/SharpCVA Computer Vision library for C# and F# that combines OpenCV and NDArray together in .NET Standard.
300 Version Downloads Last Updated 0.150.0 98,793 11/5/2023 0.110.4 19,306 9/24/2023 0.110.3 4,861 9/9/2023 0.110.2 41,805 7/9/2023 0.110.1 1,279 7/8/2023 0.110.0 3,619 6/26/2023 0.100.5 17,374 5/5/2023 0.100.4 7,259 3/3/2023 0.100.2 14,577 2/6/2023 0.70.2 6,414 11/10/2022 0.70.1 16,773 1/16/2022 0.70.0 14,018 1/8/2022 0.60.5 13,003 11/27/2021 0.60.4 17,669 10/9/2021 0.40.1 67,987 5/1/2021 0.40.0 11,326 3/14/2021 0.33.0 5,321 2/6/2021 0.20.1 1,253,252 9/29/2020 0.15.1 24,931 3/9/2020 0.14.0 10,726 1/1/2020 0.11.8.1 309,036 10/21/2019 0.11.3 12,965 9/10/2019 0.10.10 20,399 8/3/2019 0.4.0 544,135 2/22/2019 0.0.1 2,162 12/27/2018Changes since v0.10.0:
1. Upgrade NumSharp to v0.20.3.
2. Add DisposableObject class to manage object lifetime.
3. Add tf.no_op, tf.nn.in_top_k, tf.GraphKeys and tf.trainable_variables.
4. Change tensorflow to non-static class in order to execute some initialization process.
5. Overload session.run(), make syntax simpler.
6. Add Local Response Normalization.
7. Add tf.image related APIs.
8. Add tf.random_normal, tf.constant, tf.pad, tf.shape, tf.image.resize_nearest_neighbor.
9. MultiThread is safe.
10. Support n-dim indexing for tensor.
11. Add RegisterNoGradients
12. Add CumsumGrad, BroadcastToGrad.
13. Return VariableV1 instead of RefVariable.
14. Add Tensor overload to GradientDescentOptimizer.
TensorFlow NumSharp SciSharp MachineLearning TensorFlow.NET C#
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