Alternatives and similar repositories for causalTree

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

• gsbDBI / ExperimentData
  ☆238Updated 2 years ago
• grf-labs / grf
  Generalized Random Forests
  ☆1,050Updated 2 weeks ago
• xnie / rlearner
  Quasi-Oracle Estimation of Heterogeneous Treatment Effects
  ☆117Updated 4 years ago
• synth-inference / synthdid
  Synthetic difference in differences
  ☆290Updated last year
• edgeslab / CTL
  A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python
  ☆67Updated last year
• laurencium / Causalinference
  Causal Inference in Python
  ☆573Updated 4 months ago
• timmens / causal-forest
  Implements the Causal Forest algorithm formulated in Athey and Wager (2018).
  ☆69Updated 5 years ago
• demirermert / MLInference
  ☆100Updated 5 years ago
• scunning1975 / mixtape
  Data and Program files for Causal Inference: The Mixtape
  ☆437Updated 2 weeks ago
• OscarEngelbrektson / SyntheticControlMethods
  A Python package for causal inference using Synthetic Controls
  ☆192Updated last year
• ebenmichael / augsynth
  Augmented Synthetic Control Method
  ☆161Updated 8 months ago
• jhartford / DeepIV
  Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction
  ☆158Updated 4 years ago
• microsoft / SparseSC
  Fit Sparse Synthetic Control Models in Python
  ☆87Updated last year
• kjung / scikit-learn
  A version of scikit-learn that includes implementations of Wager & Athey and Scott Powers causal forests.
  ☆22Updated 8 years ago
• grf-labs / policytree
  Policy learning via doubly robust empirical welfare maximization over trees
  ☆84Updated 3 months ago
• swager / causalForest
  DEPRECATED. See new generalized random forest package for up-to-date implementation.
  ☆54Updated 8 years ago
• susanathey / MCPanel
  Matrix Completion Methods for Causal Panel Data Models
  ☆103Updated 4 years ago
• amit-sharma / causal-inference-tutorial
  Repository with code and slides for a tutorial on causal inference.
  ☆583Updated 6 years ago
• bernardodionisi / differences
  difference-in-differences in Python
  ☆106Updated last year
• xuyiqing / gsynth
  Generalized Synthetic Control Method
  ☆143Updated 6 months ago
• MCKnaus / causalML-teaching
  This repository consolidates my teaching material for "Causal Machine Learning".
  ☆260Updated this week
• 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
• dropout009 / sdid_python
  replication python code for synthetic difference in difference simulation. please check https://arxiv.org/abs/1812.09970 and https://gi…
  ☆15Updated 6 years ago
• DeekshaD / causalML-lecturenotes
  Lecture notes for the Causality in Machine Learning course
  ☆15Updated 6 years ago
• NickCH-K / causaldata
  Packages of Example Data for The Effect
  ☆149Updated 11 months ago
• ijmbarr / notes-on-causal-inference
  Some notes on Causal Inference, with examples in python
  ☆154Updated 5 years ago
• soerenkuenzel / causalToolbox
  ☆44Updated 4 years ago
• bcallaway11 / did
  Difference in Differences with Multiple Periods, website: https://bcallaway11.github.io/did
  ☆362Updated 2 weeks ago
• DoubleML / doubleml-docs
  Documentation and User Guide for DoubleML - Double Machine Learning in Python & R
  ☆24Updated this week
• Nth-iteration-labs / contextual
  Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies
  ☆81Updated 5 years ago