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	70,104	4,345	2012
11 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 2	114,535	3,969	2015
178 16	scikit-learn Python Library, Machine Learning Framework		912 5	31,238	2,957	2010
221 9	ROOT Machine Learning Framework		898 4	81,257	510	2000
227 113	Ivy Machine Learning Framework	Ivy	896 44	37,144	1,488	2021
245 65	Keras Python Library, Machine Learning Framework		890 27	10,065	1,275	2015
251 1	MLFlow Machine Learning Framework	Plural, Databricks	888 2	5,599	729	2018
458 66	FiftyOne Machine Learning Framework	Voxel51	814 23	18,470	113	2020
648 235	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	750 81	9,963	936	2019
860 195	cuML Machine Learning Framework		691 52	15,758	168	2018
873 54	Deep Lake Database, Machine Learning Framework	Activeloop	687 17	9,314	136	2019
967 63	BentoML Machine Learning Framework		664 16	2,896	201	2019
1229 68	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	590 16	1,615	43	2022
1242 28	DALI Machine Learning Framework		588 10	3,543	98	2018
1261 316	LightGBM Machine Learning Framework		582 82	3,462	309	2016
1461 68	Ludwig Machine Learning Framework	Predibase	525 27	3,814	158	2019
1569 164	ML.NET Machine Learning Framework		494 53	2,836	217	2018
1662 49	Core ML Tools Machine Learning Framework	Modular AI	468 2	1,128	164	2017
1686 103	Hopsworks Machine Learning Framework	Hopsworks	464 33	6,377	55	2013
1748 197	D2Go Machine Learning Framework		448 58	698	138	2021

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