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Flux is a library for machine learning. It comes "batteries-included" with many useful tools built in, but also lets you use the full power of the Julia language where you need it. We follow a few key principles:

Doing the obvious thing. Flux has relatively few explicit APIs for features like regularisation or embeddings. Instead, writing down the mathematical form will work – and be fast.
You could have written Flux. All of it, from LSTMs to GPU kernels, is straightforward Julia code. When in doubt, it’s well worth looking at the source. If you need something different, you can easily roll your own.
Play nicely with others. Flux works well with Julia libraries from data frames and images to differential equation solvers, so you can easily build complex data processing pipelines that integrate Flux models.
JuliaLanguage  Flux  MachineLearning 
3 days ago by neuralmarket
GitHub - acdlite/flux-standard-action: A human-friendly standard for Flux action objects.
A human-friendly standard for Flux action objects. - redux-utilities/flux-standard-action
FSA  Flux  Standard  Actions 
7 days ago by mAAdhaTTah
Emergent Strategy, by adrienne maree brown | AK Press
"Inspired by Octavia Butler's explorations of our human relationship to change, Emergent Strategy is radical self-help, society-help, and planet-help designed to shape the futures we want to live. Change is constant. The world is in a continual state of flux. It is a stream of ever-mutating, emergent patterns. Rather than steel ourselves against such change, this book invites us to feel, map, assess, and learn from the swirling patterns around us in order to better understand and influence them as they happen. This is a resolutely materialist “spirituality” based equally on science and science fiction, a visionary incantation to transform that which ultimately transforms us.

“Necessary, vital, and timely.” —Ayana Jamieson, Octavia E. Butler Legacy Network

“Adrienne leads us on a passionate, purposeful, intimate ride into this Universe where relationships spawn new possibilities. Her years of dedication to facilitating change by partnering with life invite us to also join with life to create the changes so desperately needed now.” —Margaret Wheatley, author of Leadership and the New Science

“Adrienne has challenged me, enlightened me and reminded me that transformation happens in our natural world every day and we can borrow from it strategies to transform ourselves, our organizations, and our society.” —Denise Perry, Black Organizing for Leadership and Dignity (BOLD)

“A word/heart sojourn through the hard questions.” — Makani Themba, facilitator for the Movement for Black Lives

“Emergent Strategy…reminds us, directly and by example, that wonder (which at its heart is love), is the foundation of our ability to shape change and create the world we want.” —Alta Starr, leadership development trainer at Generative Somatics

“Drawing on sources as varied as poetry, science fiction, forests, ancestors, and a desired future, Emergent Strategy speaks with ease about what is hard and brings us into that ease without losing its way. Savor and enjoy!” —Elissa Perry, Management Assistance Group

adrienne maree brown, co-editor of Octavia’s Brood: Science Fiction from Social Justice Movements, is a social justice facilitator, healer, and doula living in Detroit.:
books  toread  adriennemareebrown  via:pauisanoun  emergent  octaviabutler  self-help  change  flux  morethanhuman  forests  sciencefiction  scifi  ancestors  futures  future 
7 weeks ago by robertogreco
The Metaphysics of Defeating Trump – Radical Spirits – Medium
Well-roundedness is overrated. A well-selected aim can facilitate multiple needs.
flux  resistance 
7 weeks ago by souldoubt

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