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imodels

https://csinva.io/imodels
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AI & ML interests

Interpretability, Trees, Rules

Chandan Singh's profile picture
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Building interpretable models for all with imodels (tabular data) and imodelsX (text data):

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

models 2

imodels/gpt-neo-2.7B-titles

Text Generation • Updated Oct 20, 2022 • 14

imodels/figs-compas-recidivism

Tabular Classification • Updated Aug 13, 2022 • 2 • 1

datasets 7

imodels/multitask-tabular-datasets

Updated Mar 11, 2024 • 8 • 2

imodels/tabular-benchmark-797-classification

Viewer • Updated Nov 17, 2023 • 3k • 57

imodels/tabular-classification-of-prompted-llms

Preview • Updated Nov 15, 2023 • 14

imodels/fmri_language_responses

Viewer • Updated Feb 12, 2023 • 9.75k • 37 • 2

imodels/diabetes-readmission

Viewer • Updated Aug 14, 2022 • 102k • 288 • 5

imodels/credit-card

Viewer • Updated Aug 14, 2022 • 30k • 76 • 7

imodels/compas-recidivism

Viewer • Updated Aug 13, 2022 • 6.17k • 90 • 2
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