A Python package for causal inference methods including ATE estimation, propensity score methods, and meta-learners
Project description
Akshat Causal Toolkit
[](https://github.com/
akgupta-droid/akshat-causal-toolkit/actions)
A Python package for causal inference methods including ATE estimation, propensity scores, and meta-learners.
Installation
pip install akshat-causal-toolkit
Quick Start
from akshat_causal_toolkit import (
calculate_ate_ci,
calculate_ate_pvalue,
ipw,
doubly_robust,
s_learner_discrete,
t_learner_discrete,
x_learner_discrete,
double_ml_cate,
)
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file akshat_causal_toolkit-0.1.0.tar.gz.
File metadata
- Download URL: akshat_causal_toolkit-0.1.0.tar.gz
- Upload date:
- Size: 5.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
80e3164cde6881f3c6af2d93ff5daf1fc33ac3be310fa9473b89b32a7f1002d2
|
|
| MD5 |
60e1bd4140719f53a7866304485d0d2c
|
|
| BLAKE2b-256 |
48166a17ded203049fa50e041a3d53f48c112f3a807b5b2398fbc729256d9e43
|
File details
Details for the file akshat_causal_toolkit-0.1.0-py3-none-any.whl.
File metadata
- Download URL: akshat_causal_toolkit-0.1.0-py3-none-any.whl
- Upload date:
- Size: 5.4 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/6.2.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d5278b704a49da3c8c2576f88c0bc44bd20c988a0d2201cd949784181e6677e5
|
|
| MD5 |
4a96f62d0b807c6537c6621261fdb8a1
|
|
| BLAKE2b-256 |
b6bbc9d7a933108337b6e961a928cfa0c7b7837ac8ce99bccb8777c226e1e952
|