Yu-Group / clinical-rule-vettingLinks
Learning clinical-decision rules with interpretable models.
☆20Updated 2 years ago
Alternatives and similar repositories for clinical-rule-vetting
Users that are interested in clinical-rule-vetting are comparing it to the libraries listed below
Sorting:
- A weak supervision framework for (partial) labeling functions☆16Updated last year
- Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)☆42Updated 3 years ago
- Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.☆44Updated last month
- EMNLP'22 | PromptEHR: Conditional Electronic Healthcare Records Generation with Prompt Learning☆30Updated 2 years ago
- Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI☆55Updated 3 years ago
- Extending Conformal Prediction to LLMs☆68Updated last year
- ☆16Updated 3 years ago
- This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.☆13Updated last year
- ☆51Updated 4 years ago
- This is the repository for the CONFLARE (CONformal LArge language model REtrieval) Python package.☆21Updated last year
- Updated code base for GlanceNets: Interpretable, Leak-proof Concept-based models☆25Updated 2 years ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆72Updated 2 years ago
- Resources for Machine Learning Explainability☆86Updated last year
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Updated 4 years ago
- The Codebase for Causal Distillation for Language Models (NAACL '22)☆25Updated 3 years ago
- MDL Complexity computations and experiments from the paper "Revisiting complexity and the bias-variance tradeoff".☆18Updated 2 years ago
- ModelDiff: A Framework for Comparing Learning Algorithms☆58Updated 2 years ago
- Code for "Consistent Estimators for Learning to Defer to an Expert" (ICML 2020)☆15Updated 2 years ago
- An Empirical Framework for Domain Generalization In Clinical Settings☆30Updated 3 years ago
- Influence Estimation for Gradient-Boosted Decision Trees☆29Updated last year
- Deep Counterfactual Prediction with Categorical Backward Variables☆12Updated 2 years ago
- Official repository for the ICLR 2023 paper "A Learning Based Hypothesis Test for Harmful Covariate Shift"☆11Updated last year
- ☆19Updated last year
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆37Updated 2 years ago
- AutoML Two-Sample Test☆19Updated 3 years ago
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆15Updated 4 years ago
- The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk…☆29Updated 3 years ago
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆24Updated last year
- This repository contains the implementation of SimplEx, a method to explain the latent representations of black-box models with the help …☆25Updated 2 years ago
- A lightweight implementation of removal-based explanations for ML models.☆59Updated 4 years ago