bookingcom / upliftmlLinks
UpliftML: A Python Package for Scalable Uplift Modeling
☆327Updated 2 years ago
Alternatives and similar repositories for upliftml
Users that are interested in upliftml are comparing it to the libraries listed below
Sorting:
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆352Updated 2 years ago
- Uplift modeling and evaluation library. Actively maintained pypi version.☆78Updated 2 years ago
- Uplift modeling package.☆376Updated 3 years ago
- Hierarchical Time Series Forecasting with a familiar API☆226Updated 2 years ago
- Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.☆662Updated last year
- Multi-Touch Attribution☆124Updated 2 months ago
- AutoML for causal inference.☆236Updated last year
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆511Updated last month
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆174Updated last year
- ☆371Updated last year
- uplift modeling in scikit-learn style in python☆793Updated 2 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 5 years ago
- 💊 Comparing causality methods in a fair and just way.☆141Updated 5 years ago
- Buy Till You Die and Customer Lifetime Value statistical models in Python.☆118Updated last year
- Python package for causal inference using Bayesian structural time-series models.☆244Updated 5 years ago
- Time should be taken seer-iously☆319Updated 2 years ago
- ☆289Updated 2 years ago
- ☆34Updated 7 years ago
- Fast SHAP value computation for interpreting tree-based models☆553Updated 2 years ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆80Updated 2 years ago
- Improving XGBoost survival analysis with embeddings and debiased estimators☆342Updated last year
- Python implementation of the rulefit algorithm☆440Updated 2 years ago
- ☆282Updated 3 weeks ago
- (ml) - python implementation of bayesian media mix modelling with shape and carryover effect☆64Updated 4 years ago
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆72Updated 9 months ago
- Lightweight uplift modeling framework for Python☆28Updated 6 years ago
- Predict customer lifetime value using AutoML Tables, or ML Engine with a TensorFlow neural network and the Lifetimes Python library.☆171Updated 3 weeks ago
- An attention-based Recurrent Neural Net multi-touch attribution model in a supervised learning fashion of predicting if a series of event…☆34Updated 4 years ago
- Example usage of scikit-hts☆57Updated 3 years ago
- machine learning with logical rules in Python☆659Updated 2 years ago