rguo12 / KDD24-ConformalLinks
Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)
☆11Updated 11 months ago
Alternatives and similar repositories for KDD24-Conformal
Users that are interested in KDD24-Conformal are comparing it to the libraries listed below
Sorting:
- [ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"☆44Updated last year
- ☆9Updated 3 years ago
- Active Bayesian Causal Inference (Neurips'22)☆59Updated last year
- Causal Inference in Python☆44Updated 6 months ago
- ☆17Updated 4 months ago
- Notebooks for Applied Causal Inference Powered by ML and AI☆128Updated 4 months ago
- Python package for (conditional) independence testing and statistical functions related to causality.☆28Updated last month
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆23Updated last year
- Conditional calibration of conformal p-values for outlier detection.☆36Updated 2 years ago
- Methods and tools for multistep-ahead time series conformal prediction.☆38Updated 4 months ago
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- A Causal AI package for causal graphs.☆60Updated 3 months ago
- Causal Inference for Time Series Data (with CausalML Demo)☆14Updated 2 years ago
- ☆14Updated last year
- Distributional Random Forests (Cevid et al., 2020)☆44Updated 2 years ago
- Methods for online conformal prediction.☆114Updated 3 months ago
- Code for blog posts.☆19Updated last year
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆83Updated 7 months ago
- Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application…☆25Updated 3 years ago
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆143Updated last week
- Collection of academic papers, articles, software tools, and educational resources about forecast reconciliation☆33Updated 3 months ago
- A Library for Conformal Hyperparameter Tuning☆31Updated this week
- ☆24Updated 3 years ago
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆16Updated 2 months ago
- Multiple quantiles estimation model maintaining non-crossing condition (or monotone quantile condition) using LightGBM and XGBoost☆34Updated 8 months ago
- XAI Stories. Case studies for eXplainable Artificial Intelligence☆29Updated 4 years ago
- Repository for the explanation method Calibrated Explanations (CE)☆69Updated 2 months ago
- This repository contains the experiments related with a new baseline model that can be used in forecasting weekly time series. This model…☆47Updated 3 years ago
- Causal Impact but with MFLES and conformal prediction intervals☆33Updated 7 months ago
- Integrated tool for model development and validation☆31Updated 2 weeks ago