jgitr / opossumLinks
☆17Updated 5 years ago
Alternatives and similar repositories for opossum
Users that are interested in opossum are comparing it to the libraries listed below
Sorting:
- Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…☆69Updated last month
- Machine learning based causal inference/uplift in Python☆60Updated last year
- A Python library that implements scoring utilities, analysis strategies, and visualization methods which can serve uplift modeling use-ca…☆24Updated 2 years ago
- A full example for causal inference on real-world retail data, for elasticity estimation☆50Updated 3 years ago
- Implementation of algorithms from the paper "Globally-Consistent Rule-Based Summary-Explanations for Machine Learning Models: Application…☆25Updated 3 years ago
- Tweedie family density estimation in python☆28Updated last year
- Fit Sparse Synthetic Control Models in Python☆83Updated last year
- A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python☆63Updated last year
- Data for and description of the ACIC 2023 data competition☆32Updated 2 years ago
- 🪜 Bayesian Hierarchical Models at Scale☆52Updated 3 years ago
- Surrogate Assisted Feature Extraction☆37Updated 3 years ago
- Implements the Causal Forest algorithm formulated in Athey and Wager (2018).☆70Updated 5 years ago
- A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.☆22Updated 8 years ago
- 💊 Comparing causality methods in a fair and just way.☆139Updated 5 years ago
- Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies☆80Updated 4 years ago
- Code for Shopper, a probabilistic model of shopping baskets☆52Updated 4 years ago
- ☆44Updated last year
- Uplifted Contextual Multi-Armed Bandit☆19Updated 3 years ago
- Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr☆51Updated last month
- Unstructured Code with interesting analysis☆37Updated 8 months ago
- Comparing different performance estimation methods for time series forecasting tasks☆37Updated last month
- Synthetic difference in differences for Python☆80Updated last year
- (ICML2020) “Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models’’☆31Updated 2 years ago
- ☆22Updated 2 years ago
- Data derived from the Linked Births and Deaths Data (LBIDD); simulated pairs of treatment assignment and outcomes; scoring code☆83Updated 7 years ago
- Code for blog posts.☆19Updated last year
- An R package to estimate the effect of interventions on univariate time series using ARIMA models☆22Updated last year
- This repository contains the experiments related with a new baseline model that can be used in forecasting weekly time series. This model…☆47Updated 3 years ago
- Python package for Feature-based Forecast Model Averaging (FFORMA).☆28Updated 5 years ago
- Code associated with paper: Plug-in Regularized Estimation of High-Dimensional Parameters in Nonlinear Semiparametric Models, Chernozhuk…☆16Updated 4 years ago