Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995	69,785	4,321	2012
11 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989	113,788	3,952	2015
166 73	Ivy Machine Learning Framework	Ivy	916 32	37,125	1,488	2021
173 7	scikit-learn Python Library, Machine Learning Framework		913 4	31,212	2,955	2010
219 27	ROOT Machine Learning Framework		899 8	81,206	510	2000
234 94	Keras Python Library, Machine Learning Framework		893 38	10,027	1,274	2015
253 19	MLFlow Machine Learning Framework	Plural, Databricks	886 7	5,562	725	2018
509 28	FiftyOne Machine Learning Framework	Voxel51	798 12	18,032	111	2020
595 208	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	767 71	9,955	935	2019
846 23	Deep Lake Database, Machine Learning Framework	Activeloop	695 10	9,297	136	2019
921 131	cuML Machine Learning Framework		675 36	15,740	167	2018
970 115	BentoML Machine Learning Framework		663 33	2,890	201	2019
1188 1	DALI Machine Learning Framework		599 3	3,538	98	2018
1230 2	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	588 6	1,594	43	2022
1331 196	LightGBM Machine Learning Framework		562 49	3,457	308	2016
1500 238	Ludwig Machine Learning Framework	Predibase	513 74	3,813	157	2019
1508 100	ML.NET Machine Learning Framework		510 37	2,835	217	2018
1570 324	Core ML Tools Machine Learning Framework	Modular AI	494 80	1,126	164	2017
1650 88	Hopsworks Machine Learning Framework	Hopsworks	475 30	6,375	55	2013
1735 177	D2Go Machine Learning Framework		453 53	697	138	2021

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