Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
7	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995 1	79,082	4,811	2012
10 2	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 2	121,120	4,106	2015
150 64	ROOT Machine Learning Framework		923 26	83,902	554	2000
191 16	scikit-learn Python Library, Machine Learning Framework		905 4	31,981	3,076	2010
235 16	MLFlow Machine Learning Framework	Plural, Databricks	890 5	6,710	806	2018
278 38	Keras Python Library, Machine Learning Framework		875 16	10,656	1,337	2015
302 26	FiftyOne Machine Learning Framework	Voxel51	864 8	20,600	145	2020
520 209	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	793 70	10,169	981	2019
813 27	KServe Machine Learning Framework		696 2	1,609	277	2019
890 193	cuML Machine Learning Framework		677 54	15,926	177	2018
993 237	Ivy Machine Learning Framework	Ivy	645 70	37,663	1,499	2021
1012 139	BentoML Machine Learning Framework		641 46	3,229	220	2019
1155 302	LightGBM Machine Learning Framework		606 84	3,617	329	2016
1399 91	Deep Lake Database, Machine Learning Framework	Activeloop	535 28	9,665	138	2019
1413 10	ML.NET Machine Learning Framework		532 3	2,907	229	2018
1424 79	DALI Machine Learning Framework		530 20	3,759	99	2018
1604 61	Core ML Tools Machine Learning Framework	Modular AI	480 21	1,183	180	2017
1686 197	Apache OpenNLP Machine Learning Framework		458 55	2,196	74	2010
1886 28	Jina Machine Learning Framework	Jina Ai	397 7	6,831	181	2020
2100 315	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	336 94	1,780	48	2022

Proprietary Products in this Category (Not Open Source)	Company
Roboflow	Roboflow
ML Kit	Google (Alphabet)
Azure	Microsoft