Code for a variety of nonlinear conditional independence tests and 'nonlinear Invariant Causal Prediction' to estimate the causal parents of a given target variable from data collected in different experimental or environmental conditions, extending 'Invariant Causal Prediction' from Peters, Buehlmann and Meinshausen (2016) to nonlinear settings…
☆17Nov 12, 2019Updated 6 years ago
Alternatives and similar repositories for nonlinearICP-and-CondIndTests
Users that are interested in nonlinearICP-and-CondIndTests are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This packages provides a simple python implementation of Invariant Causal Prediction (ICP)☆14Aug 27, 2026Updated 3 weeks ago
- R Wrapper for Tetrad Library☆36Sep 5, 2024Updated 2 years ago
- An R package for visualizing confounder control in meta-analyses☆11Jan 17, 2023Updated 3 years ago
- ☆18Aug 8, 2026Updated last month
- CausalTrail - a tool for performing causal reasoning using the do-calculus☆12Jun 9, 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.
- ☆12Oct 9, 2022Updated 3 years ago
- ☆13Jun 1, 2019Updated 7 years ago
- ☆22Nov 11, 2023Updated 2 years ago
- Scalable open-source software to run, develop, and benchmark causal discovery algorithms☆84Sep 9, 2026Updated last week
- A unified interface for the estimation of causal networks☆22Feb 17, 2020Updated 6 years ago
- Code for the paper "Joint Causal Inference from Multiple Contexts" (JMLR 2020)☆19Jun 18, 2020Updated 6 years ago
- Drugbank.ca xml file converted to a mysql database☆10Apr 28, 2015Updated 11 years ago
- State of the Unions for the rest of us☆19Jan 16, 2015Updated 11 years ago
- ☆11Aug 13, 2019Updated 7 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.
- ☆99Jan 4, 2024Updated 2 years ago
- Drug repurposing for COVID-19 using literature-based discovery☆32Sep 6, 2022Updated 4 years ago
- Imputation of Financial Time Series with Missing Values and/or Outliers☆27Sep 27, 2021Updated 4 years ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆21Jan 4, 2023Updated 3 years ago
- dagrad is a Python package that provides an extensible, modular platform for developing and experimenting with differentiable (gradient-b…☆18May 8, 2025Updated last year
- A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).☆17Jan 12, 2022Updated 4 years ago
- A decision-tree based conditional independence test.☆36Mar 11, 2023Updated 3 years ago
- Code for the NIPS 2018 paper "Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions"☆19Mar 31, 2021Updated 5 years ago
- A pythonic Linked Data Notifications (LDN) receiver☆14Jan 31, 2019Updated 7 years 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.
- A set of kernel-based (Un)conditional independence tests including SDCIT (Lee and Honavar, UAI 2017)☆16Jun 26, 2026Updated 2 months ago
- CausalFX R Package☆13Jun 22, 2015Updated 11 years ago
- VAEs and nonlinear ICA: a unifying framework☆51Jul 8, 2019Updated 7 years ago
- Phenexplain source code☆15Oct 15, 2025Updated 11 months ago
- Causal data augmentation for pretraining debiasing☆12Aug 31, 2021Updated 5 years ago
- Python package for the creation, manipulation, and learning of Causal DAGs☆164Apr 12, 2023Updated 3 years ago
- ☆32Jul 8, 2018Updated 8 years ago
- Code for paper "Estimating Causal Effects on Networked Observational Data via Representation Learning"☆21May 28, 2023Updated 3 years ago
- Code to reproduce the experiments from the paper "Self-Compatibility: Evaluating Causal Discovery without Ground Truth"☆12Mar 9, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Lecture Notes (with exercises) for Basic Probability course at University of Amsterdam☆18Sep 7, 2018Updated 8 years ago
- Tarsqi Toolkit☆26Apr 7, 2021Updated 5 years ago
- ☆14Sep 15, 2018Updated 8 years ago
- Ancestral Causal Inference (ACI)☆14May 24, 2017Updated 9 years ago
- causaleffect: R package for identifying causal effects.☆37Sep 19, 2025Updated last year
- Diagnostics for confounding of time-varying and other joint exposures☆11Apr 22, 2026Updated 4 months ago
- Understanding Rare Spurious Correlations in Neural Network☆12Jun 5, 2022Updated 4 years ago