Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	995 1	69,657	4,317	2012
11 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	989 2	113,662	3,949	2015
162 85	Ivy Machine Learning Framework	Ivy	922 31	37,117	1,488	2021
170 2	scikit-learn Python Library, Machine Learning Framework		915	31,206	2,953	2010
225 50	ROOT Machine Learning Framework		897 15	81,147	509	2000
244 3	MLFlow Machine Learning Framework	Plural, Databricks	891 5	5,547	725	2018
254 66	Keras Python Library, Machine Learning Framework		885 26	9,955	1,272	2015
512 34	FiftyOne Machine Learning Framework	Voxel51	796 15	18,029	111	2020
541 152	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	787 50	9,955	935	2019
840 92	Deep Lake Database, Machine Learning Framework	Activeloop	697 28	9,295	136	2019
892 19	BentoML Machine Learning Framework		684 5	2,875	201	2019
1016 53	cuML Machine Learning Framework		652 18	15,728	167	2018
1145 12	DALI Machine Learning Framework		611 1	3,525	98	2018
1232 42	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	584	1,591	43	2022
1311 212	LightGBM Machine Learning Framework		565 51	3,457	308	2016
1470 18	ML.NET Machine Learning Framework		523 10	2,835	217	2018
1506 257	Ludwig Machine Learning Framework	Predibase	512 77	3,813	157	2019
1578 316	Core ML Tools Machine Learning Framework	Modular AI	494 80	1,126	164	2017
1724 176	Hopsworks Machine Learning Framework	Hopsworks	458 51	6,374	55	2013
1748 132	D2Go Machine Learning Framework		452 36	696	138	2021

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