How Linux Foundation is Changing the (machine-learning) World!
summary
Linux Foundation AI (founded March 2018) hosts five projects and builds an ML workflow and an interactive landscape to reduce fragmentation. Acumos offers an open model marketplace with licensing, model onboarding, training and Docker deployment; Horovod provides distributed training for TensorFlow/Keras/PyTorch and shows strong adoption. Angel reports ~4,000 GitHub stars, 2,000 commits and 100+ organizations; Horovod ~7,000 stars; Pyro ~5,555 stars. The landscape maps 163 projects (~1M combined stars, 67 organizations, 11 universities). Projects run under incubation/graduation/emeritus tiers, TAC meets biweekly, and work on integrations is actively underway.
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chapters (13)
- 0:00Introduction
- 1:42Mission
- 2:15Goals
- 4:04Structure
- 9:14Membership
- 10:42Milestones
- 12:22Project Maturity
- 15:10Project Overview
- 16:18First Project
- 19:09Second Project
- 22:51Fifth Project
- 29:55LFAI Landscape
- 32:41How to contribute
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