jamalsenouci / causalimpact
Python port of CausalImpact R library
☆284Updated 11 months ago
Alternatives and similar repositories for causalimpact:
Users that are interested in causalimpact are comparing it to the libraries listed below
- Python package for causal inference using Bayesian structural time-series models.☆240Updated 4 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆347Updated last year
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆636Updated 3 months ago
- Causal Inference in Python☆567Updated 4 years ago
- AutoML for causal inference.☆220Updated 3 months ago
- GAM timeseries modeling with auto-changepoint detection. Inspired by Facebook Prophet and implemented in PyMC3☆327Updated 4 years ago
- Time should be taken seer-iously☆314Updated 2 years ago
- Hierarchical Time Series Forecasting with a familiar API☆224Updated last year
- ☆285Updated last year
- UpliftML: A Python Package for Scalable Uplift Modeling☆326Updated 2 years ago
- ☆110Updated last year
- Bayesian Additive Regression Trees For Python☆223Updated last year
- Fit Sparse Synthetic Control Models in Python☆81Updated last year
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆116Updated 11 months ago
- PyAF is an Open Source Python library for Automatic Time Series Forecasting built on top of popular pydata modules.☆459Updated 2 weeks ago
- DoubleML - Double Machine Learning in Python☆569Updated this week
- Uplift modeling package.☆373Updated 2 years ago
- Repository with code and slides for a tutorial on causal inference.☆575Updated 5 years ago
- Confidence intervals for scikit-learn forest algorithms☆286Updated 9 months ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆50Updated 3 years ago
- Causal Graphical Models in Python☆246Updated 2 years ago
- An extension of CatBoost to probabilistic modelling☆142Updated last year
- A python library for Bayesian time series modeling☆483Updated 7 months ago
- (ml) - python implementation of bayesian media mix modelling with shape and carryover effect☆58Updated 3 years ago
- 💊 Comparing causality methods in a fair and just way.☆138Updated 5 years ago
- A Python package for causal inference in quasi-experimental settings☆971Updated last week
- A Python package for Bayesian A/B Testing☆61Updated last year
- Multi-Touch Attribution☆115Updated 3 years ago
- Mixed Effects Random Forest☆226Updated 9 months ago