Machine Learning Framework

Rank	Project	Open Core Companies	Score	Commits	Contributors	Started
6 1	PyTorch Python Library, Machine Learning Framework	Modular AI, Yandex	992 3	56,399	3,508	2012
7 1	Tensorflow Python Library, Machine Learning Framework	Modular AI, Yandex	992 3	101,712	3,709	2015
15 2	Ivy Machine Learning Framework	Ivy	982 5	20,836	854	2021
132 43	scikit-learn Python Library, Machine Learning Framework		915 25	29,727	2,723	2010
160 9	PyTorch Lightning Python Library, Machine Learning Framework	Grid AI, Lightning AI	902 9	8,876	839	2019
268 63	ROOT Machine Learning Framework		851 23	77,506	433	2000
323 35	MLFlow Machine Learning Framework	Databricks, Plural	828 15	3,724	566	2018
383 47	Keras Python Library, Machine Learning Framework		804 16	7,406	1,150	2015
493 28	FiftyOne Machine Learning Framework	Voxel51	762 18	14,550	67	2020
641 28	Hub Database, Machine Learning Framework	Activeloop	690 8	7,302	110	2019
683 167	cuML Machine Learning Framework		674 73	15,407	152	2018
724 40	Ludwig Machine Learning Framework	Predibase	655 9	3,380	135	2019
725 38	BentoML Machine Learning Framework		655 9	2,236	150	2019
802 132	Jina Machine Learning Framework	Jina Ai	627 50	6,540	168	2020
981 9	LightGBM Machine Learning Framework		563 2	3,228	288	2016
982 218	Seldon Core Batch Processing, Machine Learning Framework	Seldon	563 65	7,117	185	2017
1157 41	DALI Machine Learning Framework		511 10	3,050	85	2018
1382 110	Hopsworks Machine Learning Framework	Hopsworks	436 39	6,114	52	2013
1468 274	dlib Machine Learning Framework		400 85	8,157	184	2008
1515 5	Thinc Machine Learning Framework		385 4	5,217	60	2014

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