Designing Machine Learning Systems
My editors just shared with me the feedback from early reviewers and I’m in tears 😭…
Read more »We Raised $100M for Open and Collaborative Machine Learning
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
Read more »Machine Learning has a validity problem
Musings on systems, information, learning, and optimization.
Read more »Enough Machine Learning to Make Hacker News Readable Again
My goal is to give you a pile of tools and the confidence that this is just code, that you can write.
Read more »Ivy – The Unified Machine Learning Framework
The Unified Machine Learning Framework. Contribute to unifyai/ivy development by creating an account on GitHub.
Read more »Applications of Scientific Machine Learning
18.S096 – Applications of Scientific Machine Learning – GitHub – mitmath/18S096SciML: 18.S096 – Applications of Scientific Machine Learning…
Read more »Best-Of Machine Learning with Python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. – GitHub – ml-tooling/best-of-ml-python: 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
Read more »Creating Confidence Intervals for Machine Learning Classifiers
Confidence intervals are no silver bullet, but at the very least, they can offer an additional glimpse into the uncertainty of the reported accuracy and perf…
Read more »Interpretable Machine Learning
Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable.
Read more »ManimML: Machine Learning Animation with Python
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library. – GitHub – helblazer811/ManimML: ManimML is a project f…
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