Alternatives and similar repositories for causal_playground

Users that are interested in causal_playground are comparing it to the libraries listed below

• Ibotta / mr_uplift
  Multiple Response Uplift (or heterogeneous treatment effects) package that builds and evaluates tradeoffs with multiple treatments and mu…
  ☆72Updated 9 months ago
• timmens / causal-forest
  Implements the Causal Forest algorithm formulated in Athey and Wager (2018).
  ☆71Updated 5 years ago
• kjung / scikit-learn
  A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.
  ☆22Updated 9 years ago
• causal-machine-learning / kdd2021-tutorial
  EconML/CausalML KDD 2021 Tutorial
  ☆167Updated 2 years ago
• swager / causalForest
  DEPRECATED. See new generalized random forest package for up-to-date implementation.
  ☆55Updated 8 years ago
• frankhlchi / R-scorecard
  End-to-end credit scorecard development pipeline in R, covering EDA, WoE binning, IV-based feature selection, logistic regression, and sc…
  ☆33Updated 8 years ago
• edgeslab / CTL
  A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python
  ☆67Updated last year
• CausalAI / what-if
  教材 Causal Inference: What if 的编译和解读！
  ☆34Updated 5 years ago
• PGuti / Uplift
  About uplift modeling
  ☆30Updated 9 years ago
• Serena-TT / 36-methods-for-data-analysis
  ☆42Updated 4 years ago
• xuanyin / causal-mediation-analysis-for-ab-tests
  The Identification and Estimation of Direct and Indirect Effects in A/B Tests through Causal Mediation Analysis
  ☆24Updated 3 years ago
• jhartford / DeepIV
  Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction
  ☆161Updated 4 years ago
• kellieotto / pscore_match
  A Python package for propensity score matching
  ☆54Updated 4 years ago
• Causal-Inference-ZeroToAll / causality4ml
  把因果思维融入机器学习中
  ☆81Updated 6 years ago
• feng-li / Distributed-Statistical-Computing
  Teaching Materials for Distributed Statistical Computing (大数据分布式计算教学材料)
  ☆109Updated last year
• soerenkuenzel / causalToolbox
  ☆44Updated 4 years ago
• xnie / rlearner
  Quasi-Oracle Estimation of Heterogeneous Treatment Effects
  ☆120Updated 4 years ago
• jd-ads-data / jd-mta
  Multi Touch Attribution: Simulation Code
  ☆15Updated 6 years ago
• rlirey / psmatching
  Propensity score matching in Python 3
  ☆27Updated 2 years ago
• criteo / CriteoDisplayCTR-TFOnSpark
  ☆27Updated 4 years ago
• jgitr / opossum
  ☆17Updated 6 years ago
• farazmah / dragonnet-pytorch
  pytorch implementation of dragonnet
  ☆47Updated 3 years ago
• DSXiangLi / Paper_CausalInference_abtest
  因果推理&AB实验相关论文小书库
  ☆248Updated 2 years ago
• ianchute / shapley-attribution-model-zhao-naive
  A Python implementation of "Shapley Value Methods for Attribution Modeling in Online Advertising" by Zhao, et al.
  ☆40Updated 5 years ago
• taiyun / Optimization-using-R
  A Chinese document about optimization using R
  ☆28Updated 4 years ago
• konosp / propensity-score-matching
  ☆106Updated 4 years ago
• statcompute / mob
  Monotonic Optimal Binning in Consumer Credit Risk Scorecard Development
  ☆59Updated 5 years ago
• d909b / drnet
  💉📈 Dose response networks (DRNets) are a method for learning to estimate individual dose-response curves for multiple parametric treatm…
  ☆93Updated 2 years ago
• yc-ning / Bayesian-multivariate-time-series-causal-inference
  R code for ''Bayesian method for causal inference in spatially-correlated multivariate time series''
  ☆45Updated 5 years ago
• qxde01 / myRproj
  一些关于R使用的练习和想法
  ☆46Updated 7 years ago