visenger/awesome-mlops

A curated list of references for MLOps

aidata-sciencedevopsengineeringfederated-learningmachine-learningmlmlopssoftware-engineering

License & maintenance

No license stated: by default nobody may reuse the code. Ask the authors before using it in a product.

Last code push 23 months ago.

	Repository	Stars	Language	License	Activity
1	GokuMohandas/Made-With-MLLearn how to develop, deploy and iterate on production-grade ML applications.	★ 49.8k	Jupyter Notebook	MIT	Slowing
2	explosion/spaCy💫 Industrial-strength Natural Language Processing (NLP) in Python	★ 34k	Python	MIT	Active
3	lutzroeder/netronVisualizer for neural network, deep learning and machine learning models	★ 33.6k	JavaScript	MIT	Active
4	Lightning-AI/pytorch-lightningPretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.	★ 31.4k	Python	Apache-2.0	Active
5	onnx/onnxOpen standard for machine learning interoperability	★ 21.6k	Python	Apache-2.0	Active
6	dair-ai/ML-YouTube-Courses📺 Discover the latest machine learning / AI courses on YouTube.	★ 17.4k	—	CC0-1.0	Stale
7	treeverse/dvc🦉 Data Versioning and ML Experiments	★ 15.9k	Python	Apache-2.0	Active
8	dair-ai/AI-Papers-of-the-Week🔥Highlighting the top ML papers every week.	★ 13.3k	—	—	Active