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Slides, paper notes, class notes, blog posts, and research on machine learning, statistics, and artificial intelligence.

Home Page: https://csinva.github.io/

License: MIT License

HTML 85.09% Python 0.43% Jupyter Notebook 0.27% JavaScript 8.75% CSS 5.44% Shell 0.02%

csinva.github.io's Introduction

contains slides, research overviews, notes, blog posts, links to code/research, and personal information

slides

the _slides folder contains source for presentations, including ml slides from teaching intro machine learning at berkeley

research overviews

overviews and summaries of recent papers in different research areas in the research_ovws folder (e.g. interpretable ml, theoretical ml, complexity in ml, scattering transform, dl in neuroscience)

notes

the _notes folder contains markdown notes for many different classes and areas between computer science, statistics, and neuroscience

interp

code

links to research code, such as these repos for interpretable machine learning (e.g. hierarchical-dnn-interpretations, disentangled-attribution-curves) and miscellaneous repos for data science (e.g. pytorch-pretrained-gans)

blog posts

blog on various aspects of machine learning / statistics / neuroscience advancements

interpretability connectomics

reference

csinva.github.io's People

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