Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)
☆11Mar 14, 2022Updated 4 years ago
Alternatives and similar repositories for proxy-anchor-regression
Users that are interested in proxy-anchor-regression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆13Jun 1, 2019Updated 7 years ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆16Jul 29, 2021Updated 4 years ago
- This tutorial will introduce key concepts in machine learning-based causal inference. This tutorial is used by professor Susan Athey in t…☆14Jul 21, 2023Updated 3 years ago
- Code for "A decision algorithm to promote outpatient antimicrobial stewardship for uncomplicated urinary tract infection"☆11Jun 27, 2021Updated 5 years ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This material has been created based on the tutorials of the course 14.388 Inference on Causal and Structural Parameters Using ML and AI …☆18May 5, 2023Updated 3 years ago
- Light package for connectivity estimation and analysis of neuroimaging data (e.g. fMRI). It relies on the multivariate Ornstein-Uhlenbeck…☆14Jan 30, 2026Updated 5 months ago
- Therapixel solution of 2017's kaggle challenge on lung cancer detection☆14Feb 9, 2018Updated 8 years ago
- Deep Large-Scale Inference UsingKnockoffs☆11Nov 4, 2021Updated 4 years ago
- Perform inference on algorithm-agnostic variable importance in Python☆21May 12, 2022Updated 4 years ago
- "Variational inference tools to leverage estimator sensitivity."☆15May 11, 2023Updated 3 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 5 years ago
- Software used for papers published by CAUSALab members☆12Oct 23, 2025Updated 9 months ago
- These Python notebooks reproduce some figures in the following preprint using the libraries pyMOU and NetDynFlow: https://www.biorxiv.org…☆12Feb 28, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆25Oct 12, 2021Updated 4 years ago
- Minimax Estimation of Conditional Moment Models☆32Jun 12, 2023Updated 3 years ago
- AWS Biotech Blueprint Multi-Account☆12Jul 22, 2020Updated 6 years ago
- "Oblique Decision Trees from Derivatives of ReLU Networks" (ICLR 2020, previously called "Locally Constant Networks")☆21Apr 27, 2021Updated 5 years ago
- Repository for "The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications"☆15May 30, 2025Updated last year
- a series of R programs to accompany the book Cause and correlation in biology☆19Dec 1, 2023Updated 2 years ago
- Learning Causal Alignment For Reliable Disease Diagnosis (ICLR 2025)☆15Apr 24, 2026Updated 3 months ago
- Code to reproduce the numerical experiments in the paper Domain adaptation under structural causal models by Yuansi Chen and Peter Bühlma…☆17Jun 7, 2021Updated 5 years ago
- Repository for the ISU Causal Inference Working Group☆12Apr 3, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Aug 13, 2023Updated 2 years ago
- Causal Inference for Time Series Data (with CausalML Demo)☆14Jun 11, 2023Updated 3 years ago
- [NeurIPS D&B 2023] Offical Pytorch implementation of "ChimpACT: A Longitudinal Dataset for Understanding Chimpanzee Behaviors"☆23Apr 16, 2026Updated 3 months ago
- Dynamic Causal Modelling (DCM) of fMRI and M/EEG face-processing data☆10Jan 26, 2024Updated 2 years ago
- Causal-inference oriented doctoral econometrics course at UO☆13Jun 6, 2024Updated 2 years ago
- European Summer School on AI Course "Machines Climbing Pearl's Ladder of Causation"☆13Feb 20, 2024Updated 2 years ago
- A library for creating and verifying orthogonal arrays for Monte Carlo sampling☆13Feb 9, 2026Updated 5 months ago
- Clinical Language Annotation Modeling and Processing toolkit☆17Oct 10, 2016Updated 9 years ago
- An awesome list of Causality and Machine Learning related papers, books and other resources.☆12Nov 13, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆23Oct 23, 2024Updated last year
- The data and standalone program of ESM-DBP☆10Jun 25, 2024Updated 2 years ago
- Why lasso can't produce sparse solution in pytorch☆21Jan 26, 2021Updated 5 years ago
- protein backbone refinement☆15Sep 12, 2024Updated last year
- OncoText is an information extraction service for breast pathology reports. It supports over 20 categories including DCIS, includes pretr…☆24Oct 22, 2018Updated 7 years ago
- An example of how to use the multiprocessing package along with PyTorch.☆21Jan 15, 2021Updated 5 years ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-va…☆33May 22, 2026Updated 2 months ago