mmcdermott / AUC_is_all_you_needLinks
Analyzing different ML model comparison metrics
☆16Updated last year
Alternatives and similar repositories for AUC_is_all_you_need
Users that are interested in AUC_is_all_you_need are comparing it to the libraries listed below
Sorting:
- Limited automatic tabular ML pipelines for generic MEDS datasets.☆18Updated 4 months ago
- The MEDS Decentralized Extensible Validation (MEDS-DEV) Benchmark: Establishing Reproducibility and Comparability in ML for Health☆33Updated 3 weeks ago
- Sample end-to-end pipeline over MIMIC-IV demonstrating the Event Stream GPT code base.☆16Updated last year
- Resources for Machine Learning Explainability☆86Updated last year
- A simple set of MEDS polars-based ETL and transformation functions☆38Updated 3 weeks ago
- AutoML Two-Sample Test☆19Updated 3 years ago
- A Python Package providing two algorithms, DAME and FLAME, for fast and interpretable treatment-control matches of categorical data☆62Updated 4 months ago
- Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Fi…☆16Updated last year
- ☆29Updated 4 years ago
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Updated 3 years ago
- Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex intern…☆116Updated 5 months ago
- Conformal prediction for controlling monotonic risk functions. Simple accompanying PyTorch code for conformal risk control in computer vi…☆72Updated 2 years ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆20Updated 2 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
- Code for "DuETT: Dual Event Time Transformer for Electronic Health Records"☆23Updated 2 years ago
- Model-agnostic posthoc calibration without distributional assumptions☆42Updated 2 years ago
- Package to estimate the grouping loss of a classifier, based on the paper "Beyond calibration: estimating the grouping loss of modern neu…☆10Updated 11 months ago
- Dataset containing 7,025 discharge summary notes from the MIMIC III dataset annotated for 7 SBDHs☆18Updated 3 years ago
- [ICLR 2025] ACES: Automatic Cohort Extraction System for Event-Streams☆38Updated 2 months ago
- Neural Additive Models (Google Research)☆73Updated 4 years ago
- Extending Conformal Prediction to LLMs☆68Updated last year
- Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records☆24Updated last year
- Code for "Improving Expert Predictions with Conformal Prediction" , ICML 2023☆13Updated last year
- Code repository for the AISTATS 2021 paper "Towards Understanding the Optimal Behaviors of Deep Active Learning Algorithms"☆15Updated 4 years ago
- Training and evaluating NBM and SPAM for interpretable machine learning.☆78Updated 2 years ago
- Benchmark time series data sets for PyTorch☆36Updated last year
- Learning clinical-decision rules with interpretable models.☆20Updated 2 years ago
- General Healthcare Predictive Framework☆22Updated last week
- REMed: Retrieval-Enhanced Medical prediction model☆22Updated 11 months ago
- TemporAI: ML-centric Toolkit for Medical Time Series☆126Updated last year