Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
5 2	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	115,016	3,976	2015
183 5	scikit-learn Python Library, Machine Learning Framework		909 1	31,283	2,963	2010
213 11	ROOT Machine Learning Framework		899 5	81,442	511	2000
230 31	MLFlow Machine Learning Framework	Plural, Databricks	893 10	5,676	730	2018
263 3	Keras Python Library, Machine Learning Framework		879 5	10,101	1,279	2015
288 128	Ivy Machine Learning Framework	Ivy	871 50	37,150	1,489	2021
453 20	FiftyOne Machine Learning Framework	Voxel51	815 10	18,565	115	2020
798 271	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	707 87	9,971	936	2019
838 52	Deep Lake Database, Machine Learning Framework	Activeloop	697 12	9,354	136	2019
845 106	BentoML Machine Learning Framework		695 28	2,926	203	2019
949 4	cuML Machine Learning Framework		665 4	15,760	168	2018
1202 439	LightGBM Machine Learning Framework		594 112	3,470	309	2016
1241 38	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	585 8	1,646	43	2022
1280 53	DALI Machine Learning Framework		576 15	3,559	98	2018
1638 133	Hopsworks Machine Learning Framework	Hopsworks	477 30	6,383	55	2013
1657 257	ML.NET Machine Learning Framework		470 75	2,839	217	2018
1661 66	Core ML Tools Machine Learning Framework	Modular AI	468 25	1,130	166	2017
1698 88	D2Go Machine Learning Framework		458 17	699	138	2021
1723 339	Ludwig Machine Learning Framework	Predibase	451 100	3,814	158	2019

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