Some notes on Causal Inference, with examples in python
☆157Feb 24, 2020Updated 6 years ago
Alternatives and similar repositories for notes-on-causal-inference
Users that are interested in notes-on-causal-inference are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Causal Graphical Models in Python☆250Feb 13, 2023Updated 3 years ago
- Causal Inference in Python☆578Jun 21, 2025Updated last year
- Tools for causal analysis☆1,081Mar 11, 2025Updated last year
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,354Jan 8, 2022Updated 4 years ago
- Some notes on techniques for variance reduction to increase the power of A/B tests☆14Apr 3, 2019Updated 7 years ago
- 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.
- Repository with code and slides for a tutorial on causal inference.☆591Sep 23, 2019Updated 6 years ago
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,316Updated this week
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆38Dec 27, 2022Updated 3 years ago
- A data index for learning causality.☆494Oct 25, 2023Updated 2 years ago
- A rolling version of the Latent Dirichlet Allocation.☆13Aug 31, 2026Updated 2 weeks ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆84May 23, 2018Updated 8 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆54Jul 8, 2021Updated 5 years ago
- Introduction to Social Data Science 2024 - a summer school course https://isdsucph.github.io/isds2024/☆13Aug 16, 2024Updated 2 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,238Oct 13, 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.
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆355Oct 17, 2024Updated last year
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆812Dec 1, 2025Updated 9 months ago
- A sensitivity analysis package for causal effects☆12Mar 18, 2024Updated 2 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,999Aug 20, 2026Updated 3 weeks ago
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,789Updated this week
- List of repositories administered by BC Stats (http://www.bcstats.gov.bc.ca/Home.aspx)☆11Jul 6, 2022Updated 4 years ago
- In which I play with the ideas surrounding causality☆54Jul 23, 2022Updated 4 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆43May 4, 2023Updated 3 years ago
- ☆206Mar 23, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Must-read papers and resources related to causal inference and machine (deep) learning☆752Nov 23, 2022Updated 3 years ago
- A Python package for modular causal inference analysis and model evaluations☆836May 26, 2026Updated 3 months ago
- Python package for causal inference using Bayesian structural time-series models.☆242Jul 30, 2020Updated 6 years ago
- Synthetic controls for micro-level data☆16Apr 25, 2025Updated last year
- Code to run submissions for the Atlantic Causal Inference Competition☆46Aug 14, 2024Updated 2 years ago
- Repo for PyData 2018 tuorial☆12Oct 18, 2018Updated 7 years ago
- An example of how the LIME algorithm can be used to provide real-world insight into the decision processes of a 'black-box' machine learn…☆14Feb 19, 2019Updated 7 years ago
- ☆66May 2, 2024Updated 2 years ago
- Generative Adversarial Network to create synthetic time series☆23Jul 22, 2020Updated 6 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.
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,478Aug 31, 2026Updated 2 weeks ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,468Jul 8, 2026Updated 2 months ago
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆161Jun 17, 2021Updated 5 years ago
- Materials for a proposed Causal Inference Tutorial session at SciPy 2023☆12Jul 8, 2023Updated 3 years ago
- This is the slides from my upcoming talk in Luxembourg. This will be the test for my PyData talk in Berlin and will influence any tutoria…☆14May 30, 2015Updated 11 years ago
- Python package for dynamic system estimation of time series☆40Oct 4, 2020Updated 5 years ago
- Discussion for Stan for economists☆10Mar 29, 2016Updated 10 years ago