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Practical guides

Why Do Researchers and Developers Choose Flux?
Flux is chosen when the work needs a machine learning stack that stays readable, editable, and composable with the rest of the Julia ecosystem. It is…
Where to Get Help and Connect with the Flux Community
Flux directs users to four public channels: the official Julia Slack (channels #flux-bridged and #machine-learning), the Julia Zulip server (#ml-cont…
What packages are part of the Flux ecosystem?
Flux's ecosystem covers probabilistic programming, graph neural networks, computer vision, natural language processing, and scientific machine learni…
What Sets Flux Apart from Other Machine Learning Systems
Flux is a 100% pure-Julia machine learning stack built on lightweight abstractions over Julia's native GPU and automatic differentiation (AD) support…
What is Flux (fluxml.ai)?
Flux is a machine learning library written in 100% pure Julia, built as lightweight abstractions on top of Julia's native GPU and automatic different…