Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6 1	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995	73,270	4,504	2012
10	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	990	117,064	4,012	2015
167 26	scikit-learn Python Library, Machine Learning Framework		914 9	31,531	2,993	2010
202 25	MLFlow Machine Learning Framework	Plural, Databricks	901 5	6,078	753	2018
212 14	ROOT Machine Learning Framework		898 6	82,141	527	2000
222 336	Ivy Machine Learning Framework	Ivy	895 117	37,299	1,498	2021
329 1	Keras Python Library, Machine Learning Framework		854 4	10,262	1,295	2015
517 35	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	792 16	10,065	956	2019
536 19	FiftyOne Machine Learning Framework	Voxel51	784 6	18,906	122	2020
835 75	BentoML Machine Learning Framework		691 28	3,017	210	2019
883 72	Deep Lake Database, Machine Learning Framework	Activeloop	679 15	9,477	137	2019
904 372	LightGBM Machine Learning Framework		673 96	3,536	318	2016
1049 77	KServe Machine Learning Framework		634 25	1,487	251	2019
1052 88	cuML Machine Learning Framework		633 28	15,803	172	2018
1246 141	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	582 39	1,743	47	2022
1262 6	DALI Machine Learning Framework		578 4	3,639	99	2018
1571 136	ML.NET Machine Learning Framework		492 33	2,853	219	2018
1698 267	Jina Machine Learning Framework	Jina Ai	451 61	6,789	181	2020
1830 35	D2Go Machine Learning Framework		413 20	704	139	2021
1841 76	Ludwig Machine Learning Framework	Predibase	410 32	3,819	159	2019

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