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NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis
PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics
[HELP REQUESTED] Generalized Additive Models in Python
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
???♂? Interpreting Convolutional Neural Network (CNN) Results.
? Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease
[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.
PyTorch Explain: Interpretable Deep Learning in Python.
A list of (post-hoc) XAI for time series
[EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"