Reproducibility

hydraPython

A framework for elegantly configuring complex applications, particularly in machine learning and research.

polyaxon

An open-source platform for building, training, and monitoring large-scale deep learning applications with full lifecycle MLOps.

Catalyst: High-level utils for PyTorch DL & RL research. It was developed with a focus on reproducibility, fast experimentation and code/ideas reusingPython

A PyTorch framework for deep learning research and development, focusing on reproducibility and rapid experimentation.

DeterminedGo

An open-source machine learning platform for distributed training, hyperparameter tuning, experiment tracking, and resource management.

garage - A toolkit for reproducible reinforcement learning researchPython

A toolkit and library for developing, evaluating, and reproducing reinforcement learning algorithms.