Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	996 2	75,132	4,593	2012
10	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	990	118,326	4,037	2015
187 18	scikit-learn Python Library, Machine Learning Framework		906 4	31,633	3,020	2010
225 6	ROOT Machine Learning Framework		895 3	82,488	533	2000
256 18	MLFlow Machine Learning Framework	Plural, Databricks	881 9	6,220	768	2018
316 67	Ivy Machine Learning Framework	Ivy	859 27	37,452	1,499	2021
339 68	Keras Python Library, Machine Learning Framework		853 21	10,336	1,306	2015
399 41	FiftyOne Machine Learning Framework	Voxel51	832 12	19,448	129	2020
793 381	KServe Machine Learning Framework		703 100	1,524	258	2019
831 69	BentoML Machine Learning Framework		691 17	3,064	214	2019
888 16	Deep Lake Database, Machine Learning Framework	Activeloop	675 2	9,578	138	2019
943 115	cuML Machine Learning Framework		661 33	15,849	175	2018
965 468	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	655 147	10,094	960	2019
1044 7	LightGBM Machine Learning Framework		635	3,565	324	2016
1339 194	Core ML Tools Machine Learning Framework	Modular AI	554 50	1,155	177	2017
1522 235	DALI Machine Learning Framework		503 71	3,667	99	2018
1527 228	PostgresML Machine Learning Framework, PostgreSQL Ecosystem	PostgresML	502 68	1,761	47	2022
1683 312	ML.NET Machine Learning Framework		455 96	2,866	223	2018
1898 166	dlib Machine Learning Framework		396 36	8,275	198	2008
1921 169	Ludwig Machine Learning Framework	Predibase	391 45	3,822	160	2019

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