5th year PhD student at UC Berkeley working on AI interpretability, causality and decision-making.
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csinva/imodels
csinva/imodels PublicInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
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Yu-Group/veridical-flow
Yu-Group/veridical-flow PublicMaking it easier to build stable, trustworthy data-science pipelines based on the PCS framework.
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basics-lab/spectral-explain
basics-lab/spectral-explain PublicFast XAI with interactions at large scale. SPEX can help you understand the output of your LLM, even if you have a long context!
Jupyter Notebook 12
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