Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6 1	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995 1	69,322	4,302	2012
10	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 2	113,662	3,949	2015
141 68	Ivy Machine Learning Framework	Ivy	931 24	37,077	1,488	2021
166 8	scikit-learn Python Library, Machine Learning Framework		915 6	31,173	2,948	2010
225 43	ROOT Machine Learning Framework		897 15	81,083	509	2000
245 9	MLFlow Machine Learning Framework	Plural, Databricks	889 2	5,512	721	2018
251 74	Keras Python Library, Machine Learning Framework		883 23	9,955	1,272	2015
441 37	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	820 12	9,951	934	2019
488 20	FiftyOne Machine Learning Framework	Voxel51	805 3	17,991	111	2020
842 93	Deep Lake Database, Machine Learning Framework	Activeloop	697 28	9,287	135	2019
893 17	BentoML Machine Learning Framework		682 7	2,875	201	2019
1012 68	cuML Machine Learning Framework		651 19	15,728	167	2018
1148 25	DALI Machine Learning Framework		610 2	3,525	98	2018
1172 77	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	602 11	1,584	43	2022
1308 11	Ludwig Machine Learning Framework	Predibase	565 10	3,812	157	2019
1398 167	ML.NET Machine Learning Framework		543 40	2,832	216	2018
1448 22	LightGBM Machine Learning Framework		532 11	3,447	305	2016
1551 283	Core ML Tools Machine Learning Framework	Modular AI	503 71	1,124	164	2017
1644 9	D2Go Machine Learning Framework		479 5	696	138	2021
1662 192	Hopsworks Machine Learning Framework	Hopsworks	476 53	6,373	55	2013

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