Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6 1	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	993 2	59,046	3,662	2012
7 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	992 2	104,492	3,762	2015
13 1	Ivy Machine Learning Framework	Ivy	984 1	32,309	1,019	2021
188 26	scikit-learn Python Library, Machine Learning Framework		887 15	29,978	2,767	2010
239 21	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	867 8	9,101	870	2019
294 51	MLFlow Machine Learning Framework	Plural, Databricks	843 22	3,968	585	2018
299 12	ROOT Machine Learning Framework		841 6	78,046	445	2000
483 144	Keras Python Library, Machine Learning Framework		770 52	7,670	1,163	2015
522 5	FiftyOne Machine Learning Framework	Voxel51	753 2	15,225	72	2020
628 26	Hub Database, Machine Learning Framework	Activeloop	705 11	7,823	113	2019
711 86	cuML Machine Learning Framework		672 37	15,504	154	2018
727 80	BentoML Machine Learning Framework		668 26	2,327	159	2019
875 86	Jina Machine Learning Framework	Jina Ai	612 33	6,623	172	2020
901 63	Ludwig Machine Learning Framework	Predibase	604 27	3,485	139	2019
1104 95	DALI Machine Learning Framework		534 27	3,129	87	2018
1143 47	Seldon Core Batch Processing, Machine Learning Framework	Seldon	520 11	7,141	189	2017
1222 174	LightGBM Machine Learning Framework		493 45	3,272	289	2016
1236 259	ML.NET Machine Learning Framework		489 76	2,698	206	2018
1317 30	Hopsworks Machine Learning Framework	Hopsworks	465 14	6,175	52	2013
1422 63	PostgresML Machine Learning Framework, PostgreSQL Extension / Ecosystem	Hyperparam AI	431 14	981	19	2022

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