Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995 1	69,712	4,318	2012
11 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 2	113,788	3,952	2015
161 84	Ivy Machine Learning Framework	Ivy	922 31	37,117	1,488	2021
169 1	scikit-learn Python Library, Machine Learning Framework		915	31,206	2,953	2010
227 37	ROOT Machine Learning Framework		897 10	81,147	509	2000
244 3	MLFlow Machine Learning Framework	Plural, Databricks	891 5	5,547	725	2018
254 67	Keras Python Library, Machine Learning Framework		885 26	10,020	1,274	2015
513 33	FiftyOne Machine Learning Framework	Voxel51	796 15	18,030	111	2020
542 154	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	786 51	9,955	935	2019
846 36	Deep Lake Database, Machine Learning Framework	Activeloop	695 12	9,295	136	2019
962 119	BentoML Machine Learning Framework		664 33	2,889	201	2019
1015 55	cuML Machine Learning Framework		651 17	15,740	167	2018
1145 14	DALI Machine Learning Framework		611	3,538	98	2018
1238 38	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	584 1	1,591	43	2022
1313 208	LightGBM Machine Learning Framework		565 51	3,457	308	2016
1468 14	ML.NET Machine Learning Framework		523 10	2,835	217	2018
1509 256	Ludwig Machine Learning Framework	Predibase	513 76	3,813	157	2019
1576 315	Core ML Tools Machine Learning Framework	Modular AI	494 79	1,126	164	2017
1718 169	Hopsworks Machine Learning Framework	Hopsworks	460 48	6,375	55	2013
1743 126	D2Go Machine Learning Framework		452 36	697	138	2021

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