The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalAI
☆804Dec 1, 2025Updated 7 months ago
Alternatives and similar repositories for causalAI
Users that are interested in causalAI are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Must-read papers and resources related to causal inference and machine (deep) learning☆750Nov 23, 2022Updated 3 years ago
- Uplift modeling and causal inference with machine learning algorithms☆5,930Updated this week
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,474Jun 29, 2026Updated 2 weeks ago
- An index of algorithms for learning causality with data☆3,271Jan 22, 2025Updated last year
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,220Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,233Oct 13, 2025Updated 9 months ago
- Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.☆3,412Jul 8, 2026Updated last week
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,717Updated this week
- A Python package for modular causal inference analysis and model evaluations☆831May 26, 2026Updated last month
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,351Jan 8, 2022Updated 4 years ago
- Tools for causal analysis☆1,082Mar 11, 2025Updated last year
- Lecture notes for the Causality in Machine Learning course☆15May 29, 2019Updated 7 years ago
- Resources related to causality☆270Feb 19, 2024Updated 2 years ago
- A data index for learning causality.☆492Oct 25, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Causal Inference in Python☆577Jun 21, 2025Updated last year
- A Python package for causal inference in quasi-experimental settings☆1,162Updated this week
- Causal Discovery in Python. Learning causality from data.☆1,656Jul 11, 2026Updated last week
- Repository with code and slides for a tutorial on causal inference.☆589Sep 23, 2019Updated 6 years ago
- Agent models implemented with Pyro☆11Jul 11, 2023Updated 3 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆356Apr 15, 2026Updated 3 months ago
- Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inf…☆631Updated this week
- Trustworthy AI related projects☆1,126Jun 1, 2026Updated last month
- ☆472Jun 9, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- AutoML for causal inference.☆241Updated this week
- A resource list for causality in statistics, data science and physics☆267Jan 28, 2026Updated 5 months ago
- Notes, exercises and other materials related to causal inference, causal discovery and causal ML.☆162May 15, 2026Updated 2 months ago
- Repository for Deep Structural Causal Models for Tractable Counterfactual Inference☆298Jul 6, 2023Updated 3 years ago
- ☆533Dec 16, 2024Updated last year
- Python Toolkit for Causal and Probabilistic Reasoning☆3,301Updated this week
- Tigramite is a python package for causal inference with a focus on time series data. The Tigramite documentation is at☆1,689Jan 14, 2026Updated 6 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,520Jul 13, 2025Updated last year
- Causal Graphical Models in Python☆250Feb 13, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Causai is a Python package for Causality in Machine Learning. We provide state-of-the-art causal algorithms and ML into decision-making s…☆14Nov 21, 2020Updated 5 years ago
- Temporal Causal Discovery Framework (PyTorch): discovering causal relationships between time series☆539Oct 1, 2021Updated 4 years 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
- EconML/CausalML KDD 2021 Tutorial☆167Aug 23, 2023Updated 2 years ago
- PyMC educational resources☆2,096Dec 23, 2024Updated last year
- DoubleML - Double Machine Learning in Python☆757Updated this week
- Generalized Random Forests☆1,103Apr 30, 2026Updated 2 months ago