Owner

csinva

2 indexed repositories · View on GitHub

imodels
Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Jupyter Notebook · 1619 stars
csinva.github.io
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.

HTML · 621 stars

Beginner friendly Everything

Open All

HSTree LOOCV Speed-up Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

csinva/imodels#175 · 1 reaction · Opened Jun 1, 2023
Understanding the engineered features in Autogluaon. Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

csinva/imodels#163 · 6 comments · 2 reactions · Opened Feb 28, 2023
Unable to replicate results on `diabetes` data from paper Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

csinva/imodels#129 · 6 comments · Opened Aug 20, 2022
Parallelize HSTree application to fitted forest models Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

csinva/imodels#125 · 1 comment · Opened Aug 8, 2022
Add conda-forge package Open

enhancement

Difficulty 3/5 1-2 days Newbie friendliness 25/100

csinva/imodels#58 · 3 comments · 1 reaction · Opened Oct 20, 2021
Imagenet data download Open

Difficulty 3/5 1-2 days Newbie friendliness 20/100

csinva/csinva.github.io#2 · Opened Mar 9, 2021

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