Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6 2	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995 1	70,126	4,345	2012
10	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 2	114,566	3,970	2015
173 34	scikit-learn Python Library, Machine Learning Framework		912 9	31,239	2,958	2010
226 7	ROOT Machine Learning Framework		897 3	81,258	510	2000
244 117	Ivy Machine Learning Framework	Ivy	890 45	37,144	1,488	2021
250 38	Keras Python Library, Machine Learning Framework		888 16	10,072	1,276	2015
253 2	MLFlow Machine Learning Framework	Plural, Databricks	887 3	5,599	729	2018
469 80	FiftyOne Machine Learning Framework	Voxel51	810 28	18,495	113	2020
646 235	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	750 82	9,963	936	2019
855 199	cuML Machine Learning Framework		691 53	15,759	168	2018
935 138	Deep Lake Database, Machine Learning Framework	Activeloop	671 39	9,315	136	2019
953 31	BentoML Machine Learning Framework		666 8	2,899	201	2019
1252 318	LightGBM Machine Learning Framework		584 85	3,463	309	2016
1272 1	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	580 1	1,615	43	2022
1288 84	DALI Machine Learning Framework		575 26	3,543	98	2018
1470 72	Ludwig Machine Learning Framework	Predibase	523 25	3,814	158	2019
1645 211	ML.NET Machine Learning Framework		473 67	2,836	217	2018
1661 43	Core ML Tools Machine Learning Framework	Modular AI	468 3	1,128	164	2017
1703 131	Hopsworks Machine Learning Framework	Hopsworks	458 41	6,377	55	2013
1770 229	D2Go Machine Learning Framework		443 64	698	138	2021

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