Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	994	76,011	4,643	2012
10	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 1	119,110	4,053	2015
204 9	ROOT Machine Learning Framework		902 4	82,915	534	2000
223 18	scikit-learn Python Library, Machine Learning Framework		895 5	31,710	3,028	2010
248 19	MLFlow Machine Learning Framework	Plural, Databricks	884 8	6,331	776	2018
318 39	Keras Python Library, Machine Learning Framework		856 9	10,435	1,312	2015
370 20	Ivy Machine Learning Framework	Ivy	841 9	37,570	1,499	2021
391 3	FiftyOne Machine Learning Framework	Voxel51	834	19,745	130	2020
791 143	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	707 42	10,104	964	2019
885 56	KServe Machine Learning Framework		680 14	1,550	263	2019
926 25	cuML Machine Learning Framework		666 6	15,867	175	2018
969 166	BentoML Machine Learning Framework		654 49	3,120	214	2019
1018 96	Deep Lake Database, Machine Learning Framework	Activeloop	637 30	9,637	138	2019
1348 265	LightGBM Machine Learning Framework		548 78	3,572	324	2016
1487 20	DALI Machine Learning Framework		512 4	3,689	99	2018
1548 168	Core ML Tools Machine Learning Framework	Modular AI	494 51	1,161	177	2017
1594 140	ML.NET Machine Learning Framework		481 35	2,874	223	2018
1601 39	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	478 15	1,771	47	2022
1916 106	D2Go Machine Learning Framework		391 22	710	142	2021
1944 17	dlib Machine Learning Framework		385 7	8,283	198	2008

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