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12 Factors of Reproducible Machine Learning in Production
We took our experience to deduce 12 factors (as a nod to the 12 factor app) that build the backbone of successful ML in production.
production reproducability machine-learning article
Mimicry
A PyTorch library for the reproducibility of GAN research.
generative-adversarial-networks pytorch benchmarks reproducability
ML Code Completeness Checklist
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations).
reproducability research-code checklist systems-design
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