microsoft / project-azua
Data Efficient Decision Making
☆246Updated 2 years ago
Alternatives and similar repositories for project-azua:
Users that are interested in project-azua are comparing it to the libraries listed below
- ☆478Updated 4 months ago
- AutoML for causal inference.☆220Updated 4 months ago
- ☆209Updated last year
- The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML☆759Updated 9 months ago
- A Python package for modular causal inference analysis and model evaluations☆769Updated last month
- [Experimental] Global causal discovery algorithms☆100Updated 2 months ago
- A resource list for causality in statistics, data science and physics☆264Updated 2 weeks ago
- Repository with code and slides for a tutorial on causal inference.☆575Updated 5 years ago
- A Python package for building Bayesian models with TensorFlow or PyTorch☆174Updated 2 years ago
- 💊 Comparing causality methods in a fair and just way.☆138Updated 5 years ago
- Causal Graphical Models in Python☆246Updated 2 years ago
- CSuite: A Suite of Benchmark Datasets for Causality☆67Updated last year
- ☆466Updated 10 months ago
- TimeSHAP explains Recurrent Neural Network predictions.☆174Updated last year
- WeightedSHAP: analyzing and improving Shapley based feature attributions (NeurIPS 2022)☆160Updated 2 years ago
- ☆78Updated 4 years ago
- UpliftML: A Python Package for Scalable Uplift Modeling☆326Updated 2 years ago
- Sklearn-style implementations of Neural Network-based Conditional Average Treatment Effect (CATE) Estimators.☆137Updated 10 months ago
- Model Agnostic Counterfactual Explanations☆87Updated 2 years ago
- DoubleML - Double Machine Learning in Python☆579Updated this week
- Resources related to causality☆262Updated last year
- Realistic benchmark for different causal inference methods. The realism comes from fitting generative models to data with an assumed caus…☆74Updated 4 years ago
- Bayesian Additive Regression Trees For Python☆225Updated last year
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆288Updated last year
- A Python sandbox for decision making in dynamics☆422Updated last year
- Salesforce CausalAI Library: A Fast and Scalable framework for Causal Analysis of Time Series and Tabular Data☆287Updated last year
- Time should be taken seer-iously☆315Updated 2 years ago
- Some notes on Causal Inference, with examples in python☆154Updated 5 years ago
- Conformalized Quantile Regression☆271Updated 3 years ago
- GRAPL: A computational library for nonparametric structural causal modelling, analysis and inference☆81Updated 4 months ago