Skip to main content

A Python package for causal inference methods including ATE estimation, propensity score methods, and meta-learners

Project description

Tests

causal_toolkit_tc

A Python package for causal inference methods including ATE estimation, propensity score methods, and meta-learners.


📦 Features

  • RCT Methods: calculate_ate_ci(), calculate_ate_pvalue()
  • Propensity Score: ipw(), doubly_robust()
  • Meta-Learners: s_learner_discrete(), t_learner_discrete(), x_learner_discrete(), double_ml_cate()

✅ Installation

git clone https://github.com/tc-git-1/causal_toolkit_tc.git
cd causal_toolkit_tc
uv pip install -e ".[dev]"

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

causal_toolkit_tc-0.1.0.tar.gz (11.5 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

causal_toolkit_tc-0.1.0-py3-none-any.whl (11.1 kB view details)

Uploaded Python 3

File details

Details for the file causal_toolkit_tc-0.1.0.tar.gz.

File metadata

  • Download URL: causal_toolkit_tc-0.1.0.tar.gz
  • Upload date:
  • Size: 11.5 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.3

File hashes

Hashes for causal_toolkit_tc-0.1.0.tar.gz
Algorithm Hash digest
SHA256 09ab61c8695e7fa250d7312c333b20e0fed3d78e3d25b6574a6c6c91065f4867
MD5 ecceb77753872dcfe4fb9c4e7189b3ae
BLAKE2b-256 d475f3b799c1c1401d0cd6749acb836eb9dcb5fef7e043088233b25d3d8787fd

See more details on using hashes here.

File details

Details for the file causal_toolkit_tc-0.1.0-py3-none-any.whl.

File metadata

File hashes

Hashes for causal_toolkit_tc-0.1.0-py3-none-any.whl
Algorithm Hash digest
SHA256 61d615c8a63b4099c308dba0beced4894b0d5d5e6e4752fdc220f5fc60ab7cc6
MD5 8f34f2a9a0860ff9254608a34c61bded
BLAKE2b-256 298815349ae867c0eab4356326c2165e0b39fc271eb2ee598f6cf1eb24f9d8b7

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page