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	77,853	4,741	2012
12 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	988 1	120,253	4,077	2015
169 2	scikit-learn Python Library, Machine Learning Framework		915	31,895	3,066	2010
198 74	MLFlow Machine Learning Framework	Plural, Databricks	901 24	6,581	796	2018
207 18	ROOT Machine Learning Framework		898 9	83,443	538	2000
309 4	Keras Python Library, Machine Learning Framework		862	10,559	1,327	2015
328 65	FiftyOne Machine Learning Framework	Voxel51	856 22	20,221	137	2020
705 51	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	732 15	10,130	972	2019
709 175	Ivy Machine Learning Framework	Ivy	731 58	37,659	1,499	2021
749 147	KServe Machine Learning Framework		718 42	1,589	272	2019
855 63	BentoML Machine Learning Framework		690 18	3,189	219	2019
1039 150	cuML Machine Learning Framework		634 45	15,896	177	2018
1260 73	Deep Lake Database, Machine Learning Framework	Activeloop	574 21	9,656	138	2019
1405 140	LightGBM Machine Learning Framework		538 39	3,600	326	2016
1467 52	DALI Machine Learning Framework		520 15	3,730	99	2018
1470 55	ML.NET Machine Learning Framework		520 14	2,900	227	2018
1582 128	Core ML Tools Machine Learning Framework	Modular AI	487 36	1,176	180	2017
1725 164	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	445 51	1,780	48	2022
1835 110	Apache OpenNLP Machine Learning Framework		413 29	2,169	73	2010
1875 331	Jina Machine Learning Framework	Jina Ai	403 91	6,817	181	2020

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