Distinguish between verified and sandbox pipelines by having this division in the repo.
orion/pipelines
├── verified/
├── arima
├── arima.json
└── arima_hp.json
├── lstm_dynamic_threshold
├── lstm_dynamic_thresholding.json
└── lstm_dynamic_thresholding_hp.json
└── tadgan
└── tadgan.json
└── sandbox/
├── arima
├── lstm_dynamic_threshold
└── lstm_dynamic_thresholding_hp2.json
├── tadgan
└── tadgan_hp.json
└── new_pipeline
├── new_pipeline.json
└── new_pipeline_hp.json
Each pipeline folder will contain the pipeline itself (naming convention pipeline.json), the hyperparameters of that pipeline (naming convention pipeline_hp.json), and a README.md to explain the process of the pipeline.
The distinction between verified and sandbox is kept until several tests are done and the pipelines are validated. After that, a new pipeline can be move from sandbox to verified.
Folders in sandbox include already verified pipeline to hold new potential hyperparameters.
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