[ NeurIPS 2023 ] Official Codebase for "Conformal Meta-learners for Predictive Inference of Individual Treatment Effects"
☆48Oct 19, 2023Updated 2 years ago
Alternatives and similar repositories for conformal-metalearners
Users that are interested in conformal-metalearners are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of Conformal Convolution T-learner (CCT) and Conformal Monte Carlo (CMC) learner☆17May 20, 2025Updated last year
- Code for Conformal Counterfactual Inference under Hidden Confounding (KDD’24)☆11Aug 30, 2024Updated last year
- Code for Quantifying Ignorance in Individual-Level Causal-Effect Estimates under Hidden Confounding☆25Dec 6, 2022Updated 3 years ago
- The package is developed for treatment recommendation & pairwise treatment individual effect estimation (ITE/CATE/HTE) when multiple trea…☆11Mar 9, 2023Updated 3 years ago
- Paper Repository☆12Sep 6, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Replication code for the paper "Nonlinear Granger Causality using Kernel Ridge Regression" that introduces and highlights the usage of ml…☆23Sep 9, 2023Updated 2 years ago
- A short introduction to Conformal Prediction methods, with a few examples for classification and regression from the Astrophysical domain…☆14Jul 2, 2024Updated 2 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆85Dec 20, 2024Updated last year
- An implementation of Self-Calibrating Conformal Prediction, accepted to Neurips 2024. SC-CP combines Venn-Abers calibration and conformal…☆14Apr 16, 2026Updated 3 months ago
- Causal Impact but with MFLES and conformal prediction intervals☆33Dec 31, 2024Updated last year
- ☆114Feb 18, 2024Updated 2 years ago
- This projects contains different conformal methods and approaches. Includes code generated for a experimental evaluation of a multidimens…☆18Apr 9, 2024Updated 2 years ago
- A framework for calibration measurement of binary probabilistic models☆30May 2, 2024Updated 2 years ago
- The Resampling Delusion: A Geometric Theory of Class Imbalance☆22Jan 11, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Replication files for Chernozhukov, Newey, Quintas-Martínez and Syrgkanis (2021) "RieszNet and ForestRiesz: Automatic Debiased Machine Le…☆16Jun 14, 2022Updated 4 years ago
- ☆25Oct 12, 2021Updated 4 years ago
- experiments with crypto trading☆16Jul 26, 2024Updated last year
- ☆15Mar 28, 2024Updated 2 years ago
- Conformal Anomaly Detection & Change-Point Detection☆57Jul 15, 2026Updated last week
- Repository for the NeurIPS 2023 paper "Beyond Confidence: Reliable Models Should Also Consider Atypicality"☆13Apr 21, 2024Updated 2 years ago
- Bayesian optimization with conformal coverage guarantees☆29Oct 28, 2022Updated 3 years ago
- Implementations of methods proposed in the paper "Conformal Prediction Sets for Graph Neural Networks"☆15Jun 19, 2023Updated 3 years ago
- Julia implementation of the algorithm described in the paper "A scalable algorithm for sparse portfolio selection" by Bertsimas and Cory-…☆11Mar 22, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Conditional calibration of conformal p-values for outlier detection.☆38Nov 15, 2022Updated 3 years ago
- Starter kit for getting started in the NIPS 2017 Criteo Ad Placement Challenge☆18Nov 10, 2017Updated 8 years ago
- Extending Conformal Prediction to LLMs☆70Jun 21, 2024Updated 2 years ago
- ☆19Apr 7, 2025Updated last year
- Python package for conformal prediction☆581Jul 8, 2026Updated 2 weeks ago
- Extension of crepes package, to enable weighted conformal prediction and conformal predictive systems that can handle covariate shifts.☆26Feb 18, 2025Updated last year
- Ensemble wavelet based neural network for generating epidemiological forecasting (epicasting)☆15Sep 20, 2025Updated 10 months ago
- Predicting treatment effects from RCTs (Circulation: CQO 2019).☆10Jun 21, 2022Updated 4 years ago
- Kolmogorov-Arnold Networks in Mojo☆19Aug 7, 2025Updated 11 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆26Jan 9, 2026Updated 6 months ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆158Jun 22, 2024Updated 2 years ago
- A Library for Conformal Hyperparameter Tuning☆104Nov 24, 2025Updated 8 months ago
- A package for statistically rigorous scientific discovery using machine learning. Implements prediction-powered inference.☆295Apr 10, 2026Updated 3 months ago
- A package for conformal prediction with conditional guarantees.☆71Oct 7, 2025Updated 9 months ago
- Legacy trading bot/backtester using Backtrader☆18Mar 25, 2026Updated 3 months ago
- That's weird: Anomaly detection using R☆43Jul 15, 2026Updated last week