DoubleML / doubleml-for-py

Related projects ⓘ

Alternatives and complementary repositories for doubleml-for-py

• py-why / causaltune
  AutoML for causal inference.
  ☆202Updated 2 months ago
• BiomedSciAI / causallib
  A Python package for modular causal inference analysis and model evaluations
  ☆735Updated 3 months ago
• pymc-labs / CausalPy
  A Python package for causal inference in quasi-experimental settings
  ☆914Updated this week
• laurencium / Causalinference
  Causal Inference in Python
  ☆548Updated 4 years ago
• matteocourthoud / awesome-causal-inference
  A curated list of causal inference libraries, resources, and applications.
  ☆829Updated 2 months ago
• microsoft / causica
  ☆441Updated last month
• Minyus / causallift
  CausalLift: Python package for causality-based Uplift Modeling in real-world business
  ☆341Updated last year
• DoubleML / doubleml-docs
  Documentation and User Guide for DoubleML - Double Machine Learning in Python & R
  ☆21Updated this week
• altdeep / causalML
  The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML
  ☆734Updated 3 months ago
• jvpoulos / causal-ml
  Must-read papers and resources related to causal inference and machine (deep) learning
  ☆678Updated last year
• OscarEngelbrektson / SyntheticControlMethods
  A Python package for causal inference using Synthetic Controls
  ☆170Updated 9 months ago
• msuzen / looper
  A resource list for causality in statistics, data science and physics
  ☆255Updated last month
• kochbj / Deep-Learning-for-Causal-Inference
  Extensive tutorials for learning how to build deep learning models for causal inference (HTE) using selection on observables in Tensorflo…
  ☆304Updated last month
• amit-sharma / causal-inference-tutorial
  Repository with code and slides for a tutorial on causal inference.
  ☆564Updated 5 years ago
• matheusfacure / causal-inference-in-python-code
  Code for the Book Causal Inference in Python
  ☆264Updated 9 months ago
• rguo12 / awesome-causality-data
  A data index for learning causality.
  ☆441Updated last year
• cdt15 / lingam
  Python package for causal discovery based on LiNGAM.
  ☆380Updated 3 weeks ago
• nlapier2 / PySensemakr
  Python implementation of the original R sensemakr package: https://github.com/carloscinelli/sensemakr
  ☆46Updated 9 months ago
• causal-machine-learning / kdd2021-tutorial
  EconML/CausalML KDD 2021 Tutorial
  ☆162Updated last year
• AlxndrMlk / causality
  Notes, exercises and other materials related to causal inference, causal discovery and causal ML.
  ☆128Updated 3 months ago
• erdogant / bnlearn
  Python package for Causal Discovery by learning the graphical structure of Bayesian networks. Structure Learning, Parameter Learning, Inf…
  ☆480Updated 3 weeks ago
• py-econometrics / pyfixest
  Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax
  ☆172Updated this week
• MasaAsami / pysynthdid
  Synthetic difference in differences for Python
  ☆66Updated 7 months ago
• microsoft / project-azua
  Data Efficient Decision Making
  ☆240Updated 2 years ago
• WillianFuks / tfcausalimpact
  Python Causal Impact Implementation Based on Google's R Package. Built using TensorFlow Probability.
  ☆617Updated last month
• edgeslab / CTL
  A causal tree method (Causal Tree Learn (CTL)) for heterogeneous treatment effects in Python
  ☆62Updated 8 months ago
• grf-labs / grf
  Generalized Random Forests
  ☆971Updated this week
• py-why / dodiscover
  [Experimental] Global causal discovery algorithms
  ☆89Updated this week
• ijmbarr / causalgraphicalmodels
  Causal Graphical Models in Python
  ☆240Updated last year
• susanathey / causalTree
  Working repository for Causal Tree and extensions
  ☆435Updated 4 years ago