A curated list of awesome work on causal inference, particularly in machine learning.
☆115May 1, 2021Updated 5 years ago
Alternatives and similar repositories for Awesome-Causal-Inference
Users that are interested in Awesome-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:
- A (concise) curated list of awesome Causal Inference resources.☆262Sep 13, 2022Updated 3 years ago
- A data index for learning causality.☆492Oct 25, 2023Updated 2 years ago
- Documentation and User Guide for DoubleML - Double Machine Learning in Python & R☆24May 22, 2026Updated last month
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆516Mar 3, 2023Updated 3 years ago
- Package for computing causal effects of text (as treatment)☆74May 3, 2022Updated 4 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.
- Resources related to causality☆270Feb 19, 2024Updated 2 years ago
- A curated list of awesome machine learning libraries for marketing, including media mix models, multi touch attribution, causal inference…☆136May 1, 2024Updated 2 years ago
- Project on Causal Machine learning CS 7290☆16Dec 7, 2019Updated 6 years ago
- package useful for likelihood-based inference☆12Jun 22, 2026Updated last week
- ☆11Jun 15, 2019Updated 7 years ago
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆88Mar 29, 2021Updated 5 years ago
- Share of job postings containing AI and GenAI-related terms☆13Jun 22, 2026Updated last week
- A curated list of causal inference libraries, resources, and applications.☆1,175Apr 21, 2026Updated 2 months ago
- Implementation of paper Long-Term Effect Estimation with Surrogate Representation☆14Oct 20, 2020Updated 5 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 curated list of Neuro-Symbolic Visual Reasoning☆17Jul 23, 2021Updated 4 years ago
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated 2 years ago
- ☆46Feb 16, 2022Updated 4 years ago
- Reliable Causal Discovery with Improved Exact Search and Weaker Assumptions☆11Jan 19, 2022Updated 4 years ago
- Implementation of the paper titled: "FACE: Feasible and actionable counterfactual recourse" by Rafael et. at. - https://arxiv.org/pdf/190…☆14Dec 12, 2020Updated 5 years ago
- Fusion strategies to build multimodal predictors for the prediction of immunotherapy response in non-small cell lung cancer☆15Jan 13, 2025Updated last year
- 基于 Gurobi 的纸浆运载船顺序装卸决策建模求解。中山大学智能工程学院《运筹学》课程期末建模课程设计。优化工具：Python的Gurobi☆10Jan 27, 2024Updated 2 years ago
- ☆64Jul 25, 2024Updated last year
- PyTorch Implementation for the paper "C3VQG: Category Consistent Cyclic Visual Question Generation" (ACM MM Asia'20).☆16Mar 31, 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.
- ProbFuzz: A Framework for Testing Probabilistic Programming Systems☆10Oct 22, 2018Updated 7 years ago
- Implementation of the Latent CCM paper☆18Jun 8, 2024Updated 2 years ago
- Curated research at the intersection of causal inference and natural language processing.☆817Feb 1, 2024Updated 2 years ago
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- An open-source package of causal feature selection and causal (Bayesian network) structure learning (C/C++ version)☆62Nov 17, 2020Updated 5 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,882Jun 20, 2026Updated last week
- This is the repository holding the code used to perform the analysis used in the manuscript "Machine learning in policy evaluation: new t…☆12Sep 12, 2019Updated 6 years ago
- Code to reproduce our paper on probabilistic algorithmic recourse: https://arxiv.org/abs/2006.06831☆37Dec 27, 2022Updated 3 years ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI☆800Dec 1, 2025Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Reimplementation of NOTEARS in Tensorflow☆32Mar 24, 2023Updated 3 years ago
- This repository aims to build a comprehensive literature review of the economics of open source software. Contributions welcome.☆11Apr 2, 2025Updated last year
- Kaggle Heritage Health Prize Challenge☆20Dec 5, 2023Updated 2 years ago
- ☆13Feb 1, 2024Updated 2 years ago
- 💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…☆95Mar 24, 2023Updated 3 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆85Dec 20, 2024Updated last year
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆354Oct 17, 2024Updated last year