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lines changed Original file line number Diff line number Diff line change @@ -556,14 +556,17 @@ AlphaZero methodology - [1](https://github.com/AppliedDataSciencePartners/DeepRe
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[ pyup] ( https://github.com/pyupio/pyup ) - Dependency management.
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[ pypi-timemachine] ( https://github.com/astrofrog/pypi-timemachine ) - Install packages with pip as if you were in the past.
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+ ##### Data Versioning
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+ [ dvc] ( https://github.com/iterative/dvc ) - Version control for large files.
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+ [ hangar] ( https://github.com/tensorwerk/hangar-py ) - Version control for tensor data.
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##### Data Science Related
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[ m2cgen] ( https://github.com/BayesWitnesses/m2cgen ) - Transpile trained ML models into other languages.
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[ sklearn-porter] ( https://github.com/nok/sklearn-porter ) - Transpile trained scikit-learn estimators to C, Java, JavaScript and others.
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[ mlflow] ( https://mlflow.org/ ) - Manage the machine learning lifecycle, including experimentation, reproducibility and deployment.
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[ modelchimp] ( https://github.com/ModelChimp/modelchimp ) - Experiment Tracking.
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[ skll] ( https://github.com/EducationalTestingService/skll ) - Command-line utilities to make it easier to run machine learning experiments.
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[ BentoML] ( https://github.com/bentoml/BentoML ) - Package and deploy machine learning models for serving in production.
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- [ dvc] ( https://github.com/iterative/dvc ) - Versioning for ML projects.
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[ dagster] ( https://github.com/dagster-io/dagster ) - Tool with focus on dependency graphs.
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[ knockknock] ( https://github.com/huggingface/knockknock ) - Be notified when your training ends.
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[ metaflow] ( https://github.com/Netflix/metaflow ) - Lifecycle Management Tool by Netflix.
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