Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	994	62,731	3,933	2012
10 2	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	990 2	108,182	3,835	2015
11	Ivy Machine Learning Framework	Ivy	989	35,413	1,405	2021
144 23	scikit-learn Python Library, Machine Learning Framework		927 11	30,477	2,838	2010
187 11	Keras Python Library, Machine Learning Framework		910 6	9,202	1,224	2015
219 22	ROOT Machine Learning Framework		896 8	79,367	469	2000
238 8	MLFlow Machine Learning Framework	Plural, Databricks	892 1	4,572	647	2018
292 32	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	870 10	9,476	898	2019
453 23	FiftyOne Machine Learning Framework	Voxel51	823 9	16,707	88	2020
720 60	Deep Lake Database, Machine Learning Framework	Activeloop	734 21	8,694	120	2019
805 56	BentoML Machine Learning Framework		709 17	2,500	181	2019
863 180	Ludwig Machine Learning Framework	Predibase	693 48	3,633	147	2019
1008 142	cuML Machine Learning Framework		655 37	15,588	158	2018
1010 291	Jina Machine Learning Framework	Jina Ai	655 77	6,730	176	2020
1163 275	LightGBM Machine Learning Framework		614 69	3,353	298	2016
1248 41	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	587 7	1,251	32	2022
1268 60	D2Go Machine Learning Framework		582 10	665	129	2021
1270 99	DALI Machine Learning Framework		581 32	3,266	93	2018
1470 57	Hopsworks Machine Learning Framework	Hopsworks	535 16	6,268	53	2013
1595 115	ML.NET Machine Learning Framework		500 31	2,751	208	2018

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