amit-sharma / causal-inference-tutorialLinks
Repository with code and slides for a tutorial on causal inference.
☆579Updated 6 years ago
Alternatives and similar repositories for causal-inference-tutorial
Users that are interested in causal-inference-tutorial are comparing it to the libraries listed below
Sorting:
- Causal Inference in Python☆572Updated 3 months ago
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML☆783Updated 3 months ago
- A Python package for modular causal inference analysis and model evaluations☆793Updated 5 months ago
- Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins☆1,322Updated 3 years ago
- Resources related to causality☆267Updated last year
- ☆470Updated last year
- A data index for learning causality.☆477Updated last year
- Some notes on Causal Inference, with examples in python☆154Updated 5 years ago
- Causal Graphical Models in Python☆248Updated 2 years ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,196Updated last year
- Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction☆158Updated 4 years ago
- ☆205Updated 2 years ago
- DoubleML - Double Machine Learning in Python☆660Updated last month
- ☆289Updated 2 years ago
- ☆501Updated 9 months ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆737Updated 2 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆349Updated 2 years ago
- Tools for causal analysis☆1,076Updated 6 months ago
- AutoML for causal inference.☆230Updated 9 months ago
- Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…☆340Updated 11 months ago
- A every-so-often-updated collection of every causality + machine learning paper submitted to arXiv in the recent past.☆415Updated 5 years ago
- A (concise) curated list of awesome Causal Inference resources.☆243Updated 3 years ago
- 💊 Comparing causality methods in a fair and just way.☆140Updated 5 years ago
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆67Updated last year
- Repository for the Tetrad Project, www.phil.cmu.edu/tetrad.☆428Updated this week
- Working repository for Causal Tree and extensions☆447Updated 5 months ago
- EconML/CausalML KDD 2021 Tutorial☆163Updated 2 years ago
- Python package for causal inference using Bayesian structural time-series models.☆241Updated 5 years ago
- Data Efficient Decision Making☆249Updated 3 years ago
- Causal Effect Inference with Deep Latent-Variable Models☆348Updated 5 years ago