Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6 1	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	994 1	78,252	4,765	2012
11	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	988 1	120,613	4,091	2015
165 54	ROOT Machine Learning Framework		918 24	83,638	549	2000
180 22	scikit-learn Python Library, Machine Learning Framework		908 9	31,932	3,067	2010
234 7	MLFlow Machine Learning Framework	Plural, Databricks	889 2	6,618	798	2018
284 38	Keras Python Library, Machine Learning Framework		872 14	10,596	1,332	2015
321 33	FiftyOne Machine Learning Framework	Voxel51	858 8	20,404	139	2020
611 371	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	760 106	10,139	975	2019
843 35	KServe Machine Learning Framework		690 8	1,592	272	2019
877 19	BentoML Machine Learning Framework		682 6	3,200	220	2019
992 404	Ivy Machine Learning Framework	Ivy	647 124	37,662	1,499	2021
1057 2	cuML Machine Learning Framework		628 6	15,899	177	2018
1406 69	ML.NET Machine Learning Framework		532 15	2,902	227	2018
1423 141	Deep Lake Database, Machine Learning Framework	Activeloop	525 48	9,659	138	2019
1461 99	DALI Machine Learning Framework		514 21	3,740	99	2018
1542 123	Core ML Tools Machine Learning Framework	Modular AI	497 41	1,181	180	2017
1547 331	LightGBM Machine Learning Framework		495 94	3,602	326	2016
1770 78	Apache OpenNLP Machine Learning Framework		428 18	2,186	73	2010
1943 244	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	380 78	1,780	48	2022
1981 171	Jina Machine Learning Framework	Jina Ai	369 39	6,817	181	2020

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