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	70,642	4,373	2012
10 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	991 1	115,068	3,976	2015
185	scikit-learn Python Library, Machine Learning Framework		909 1	31,283	2,963	2010
212 11	ROOT Machine Learning Framework		899 5	81,442	511	2000
229 33	MLFlow Machine Learning Framework	Plural, Databricks	893 11	5,676	730	2018
263 6	Keras Python Library, Machine Learning Framework		880 4	10,101	1,279	2015
290 129	Ivy Machine Learning Framework	Ivy	870 50	37,150	1,489	2021
456 12	FiftyOne Machine Learning Framework	Voxel51	815 7	18,565	115	2020
798 269	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	707 87	9,971	936	2019
837 48	Deep Lake Database, Machine Learning Framework	Activeloop	697 10	9,354	136	2019
845 107	BentoML Machine Learning Framework		694 27	2,927	203	2019
923 45	cuML Machine Learning Framework		672 8	15,761	168	2018
1201 440	LightGBM Machine Learning Framework		595 113	3,470	309	2016
1241 43	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	586 9	1,646	43	2022
1319 97	DALI Machine Learning Framework		565 27	3,559	98	2018
1633 133	Hopsworks Machine Learning Framework	Hopsworks	478 31	6,383	55	2013
1657 255	ML.NET Machine Learning Framework		471 74	2,839	217	2018
1665 26	Core ML Tools Machine Learning Framework	Modular AI	468 14	1,130	166	2017
1702 83	D2Go Machine Learning Framework		458 17	699	138	2021
1724 304	Ludwig Machine Learning Framework	Predibase	452 88	3,814	158	2019

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