Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995	69,785	4,321	2012
11 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989	113,788	3,952	2015
166 73	Ivy Machine Learning Framework	Ivy	916 32	37,125	1,488	2021
173 8	scikit-learn Python Library, Machine Learning Framework		913 4	31,212	2,955	2010
226 29	ROOT Machine Learning Framework		896 10	81,147	509	2000
234 94	Keras Python Library, Machine Learning Framework		893 37	10,027	1,274	2015
252 18	MLFlow Machine Learning Framework	Plural, Databricks	886 7	5,562	725	2018
511 31	FiftyOne Machine Learning Framework	Voxel51	798 12	18,032	111	2020
540 151	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	784 54	9,955	935	2019
846 24	Deep Lake Database, Machine Learning Framework	Activeloop	695 9	9,297	136	2019
922 132	cuML Machine Learning Framework		675 36	15,740	167	2018
972 120	BentoML Machine Learning Framework		663 33	2,890	201	2019
1191 1	DALI Machine Learning Framework		599 3	3,538	98	2018
1232 3	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	587 8	1,594	43	2022
1330 191	LightGBM Machine Learning Framework		562 46	3,457	308	2016
1496 84	ML.NET Machine Learning Framework		513 33	2,835	217	2018
1497 236	Ludwig Machine Learning Framework	Predibase	513 74	3,813	157	2019
1572 320	Core ML Tools Machine Learning Framework	Modular AI	493 79	1,126	164	2017
1649 89	Hopsworks Machine Learning Framework	Hopsworks	474 31	6,375	55	2013
1651 18	D2Go Machine Learning Framework		474 12	697	138	2021

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