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
- 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.
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,291Updated 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
- 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
- An index of algorithms for learning causality with data☆3,280Jan 22, 2025Updated last year
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,236Oct 13, 2025Updated 10 months ago
- 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☆808Dec 1, 2025Updated 8 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆85Dec 20, 2024Updated last year
- Uplift modeling and causal inference with machine learning algorithms☆5,978Aug 20, 2026Updated last week
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,772Updated this week
- List of repositories administered by BC Stats (http://www.bcstats.gov.bc.ca/Home.aspx)☆11Jul 6, 2022Updated 4 years ago
- ☆206Mar 23, 2023Updated 3 years ago
- A Python package for modular causal inference analysis and model evaluations☆834May 26, 2026Updated 3 months ago
- Code repository for the paper : Causal thinking for decision making on Electronic Health Records: why and how☆25Nov 10, 2023Updated 2 years ago
- Python package for causal inference using Bayesian structural time-series models.☆242Jul 30, 2020Updated 6 years ago
- Script to Download data from 2010 Brazilian census and save it as .csv files☆11Jul 31, 2018Updated 8 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.
- ☆25Sep 7, 2023Updated 2 years ago
- Notebooks of Python and R code which illustrates basic causal inference using simulated data☆24May 6, 2019Updated 7 years ago
- Code to run submissions for the Atlantic Causal Inference Competition☆46Aug 14, 2024Updated 2 years ago
- Generative Adversarial Network to create synthetic time series☆23Jul 22, 2020Updated 6 years 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
- Code associated with paper: Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models, Chernozhuk…☆16Feb 3, 2021Updated 5 years ago
- Discussion for Stan for economists☆10Mar 29, 2016Updated 10 years ago
- Kaggle Amazon Competition☆17Jul 27, 2015Updated 11 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.
- This repository contains the source code of the EMNLP 2020 paper Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehensio…☆20Oct 8, 2020Updated 5 years ago
- Official repository of the paper "Efficient Neural Causal Discovery without Acyclicity Constraints"☆91Mar 31, 2024Updated 2 years ago
- ☆42Oct 24, 2020Updated 5 years ago
- ☆59Mar 24, 2022Updated 4 years ago
- Hypothesis testing (Parametric/Non-Parametric)☆12Oct 8, 2019Updated 6 years ago
- Developing Hierarchical Models for Sports Analytics☆21Feb 8, 2025Updated last year
- Molecular Explanation Generator☆17Jan 26, 2022Updated 4 years ago