rsyi / pyliftLinks
Uplift modeling and evaluation library. Actively maintained pypi version.
☆78Updated last year
Alternatives and similar repositories for pylift
Users that are interested in pylift are comparing it to the libraries listed below
Sorting:
- Uplift modeling package.☆376Updated 3 years ago
- CausalLift: Python package for causality-based Uplift Modeling in real-world business☆350Updated 2 years ago
- ☆367Updated last year
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆72Updated 8 months ago
- UpliftML: A Python Package for Scalable Uplift Modeling☆327Updated 2 years ago
- ☆34Updated 7 years ago
- A Python implementation of "Shapley Value Methods for Attribution Modeling in Online Advertising" by Zhao, et al.☆40Updated 5 years ago
- ☆290Updated 2 years ago
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆67Updated last year
- A tour through recommendation algorithms in python [IN PROGRESS]☆177Updated last year
- Lightweight uplift modeling framework for Python☆28Updated 6 years ago
- uplift modeling in scikit-learn style in python☆789Updated 2 years ago
- Hierarchical Time Series Forecasting using Prophet☆144Updated 4 years ago
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Updated 9 years ago
- EconML/CausalML KDD 2021 Tutorial☆166Updated 2 years ago
- Multi-Touch Attribution☆118Updated last month
- Simple but Flexible Recommendation Engine in PyTorch☆133Updated 3 years ago
- Factorization Machines for Recommendation and Ranking Problems with Implicit Feedback Data☆175Updated last year
- Python implementation of the population stability index (PSI)☆143Updated 2 years 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
- Uplift Modeling for Multiple Treatments☆16Updated 4 years ago
- Public solution for AutoSeries competition☆72Updated 5 years ago
- Python package that optimizes information value, weight-of-evidence monotonicity and representativeness of features for credit scorecard …☆117Updated 3 years ago
- Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual expl…☆506Updated this week
- XGBoost for label-imbalanced data: XGBoost with weighted and focal loss functions☆333Updated last year
- Python implementation of the rulefit algorithm☆432Updated 2 years ago
- An implementation of our CIKM 2018 paper "Deep Conversion Attribution with Dual-attention Recurrent Neural Network"☆61Updated 6 years ago
- Python package for causal inference using Bayesian structural time-series models.☆244Updated 5 years ago
- xgboost Extension for Easy Ranking & TreeFeature☆126Updated 6 years ago
- ☆287Updated 3 years ago