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	59,007	3,661	2012
7 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	992 2	104,459	3,762	2015
14 2	Ivy Machine Learning Framework	Ivy	984	32,280	1,018	2021
203 41	scikit-learn Python Library, Machine Learning Framework		882 20	29,966	2,766	2010
247 33	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	864 13	9,095	869	2019
294 61	MLFlow Machine Learning Framework	Plural, Databricks	842 24	3,964	585	2018
311 5	ROOT Machine Learning Framework		836 1	78,029	444	2000
463 124	Keras Python Library, Machine Learning Framework		781 41	7,670	1,163	2015
518	FiftyOne Machine Learning Framework	Voxel51	754 1	15,225	72	2020
625 25	Hub Database, Machine Learning Framework	Activeloop	706 10	7,817	113	2019
713 96	cuML Machine Learning Framework		671 39	15,502	154	2018
738 71	BentoML Machine Learning Framework		661 19	2,321	159	2019
821 5	Jina Machine Learning Framework	Jina Ai	632 7	6,623	172	2020
863 2	Ludwig Machine Learning Framework	Predibase	616 7	3,485	139	2019
1096 95	DALI Machine Learning Framework		534 25	3,129	87	2018
1137 50	Seldon Core Batch Processing, Machine Learning Framework	Seldon	520 10	7,141	189	2017
1220 173	LightGBM Machine Learning Framework		493 44	3,272	289	2016
1232 259	ML.NET Machine Learning Framework		489 75	2,698	206	2018
1322 30	Hopsworks Machine Learning Framework	Hopsworks	464 15	6,173	52	2013
1432 47	PostgresML Machine Learning Framework, PostgreSQL Extension / Ecosystem	Hyperparam AI	430 11	980	19	2022

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