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	79,842	4,843	2012
12 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989	121,726	4,118	2015
177 17	scikit-learn Python Library, Machine Learning Framework		910 8	32,059	3,089	2010
179 33	ROOT Machine Learning Framework		909 16	84,174	559	2000
224 26	MLFlow Machine Learning Framework	Plural, Databricks	890 3	6,791	813	2018
302 17	Keras Python Library, Machine Learning Framework		862 9	10,707	1,344	2015
318 22	FiftyOne Machine Learning Framework	Voxel51	856 10	20,767	149	2020
687 153	KServe Machine Learning Framework		726 36	1,640	282	2019
794 249	BentoML Machine Learning Framework		699 66	3,265	223	2019
804 269	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	697 91	10,175	983	2019
878 95	Ivy Machine Learning Framework	Ivy	676 31	37,719	1,499	2021
997 104	cuML Machine Learning Framework		641 34	15,945	178	2018
1248 66	LightGBM Machine Learning Framework		573 26	3,626	330	2016
1343 112	DALI Machine Learning Framework		545 23	3,777	100	2018
1507 123	Core ML Tools Machine Learning Framework	Modular AI	498 25	1,188	181	2017
1536 48	Deep Lake Database, Machine Learning Framework	Activeloop	490 24	9,672	138	2019
1546 109	ML.NET Machine Learning Framework		488 38	2,911	229	2018
1762 65	Apache OpenNLP Machine Learning Framework		428 27	2,212	75	2010
1846 401	dlib Machine Learning Framework		406 99	8,292	200	2008
1876 248	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	399 67	1,788	48	2022

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