Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995 1	62,816	3,941	2012
10	Ivy Machine Learning Framework	Ivy	990 1	35,465	1,419	2021
11 3	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 3	108,186	3,835	2015
144 23	scikit-learn Python Library, Machine Learning Framework		927 12	30,478	2,838	2010
187 17	Keras Python Library, Machine Learning Framework		910 7	9,203	1,224	2015
219 21	ROOT Machine Learning Framework		897 7	79,381	469	2000
232 2	MLFlow Machine Learning Framework	Plural, Databricks	893	4,583	648	2018
294 34	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	870 11	9,485	898	2019
453 25	FiftyOne Machine Learning Framework	Voxel51	823 9	16,725	88	2020
722 61	Deep Lake Database, Machine Learning Framework	Activeloop	734 20	8,711	120	2019
818 68	BentoML Machine Learning Framework		708 18	2,500	181	2019
875 176	Ludwig Machine Learning Framework	Predibase	691 47	3,633	147	2019
975 179	cuML Machine Learning Framework		664 47	15,590	158	2018
1028 344	Jina Machine Learning Framework	Jina Ai	650 87	6,730	176	2020
1192 118	LightGBM Machine Learning Framework		605 30	3,353	298	2016
1252 34	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	586 6	1,254	32	2022
1272 62	D2Go Machine Learning Framework		581 10	665	129	2021
1275 103	DALI Machine Learning Framework		580 34	3,267	93	2018
1424 29	Hopsworks Machine Learning Framework	Hopsworks	544 10	6,270	53	2013
1603 107	ML.NET Machine Learning Framework		498 30	2,751	208	2018

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