drbenvincent

manim

A community-maintained Python framework for creating mathematical animations.

mlx

MLX: An array framework for Apple silicon

monaspace

An innovative superfamily of fonts for code

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

tidytuesday

Official repo for the #tidytuesday project

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

quarto-cli

Open-source scientific and technical publishing system built on Pandoc.

pomegranate

Fast, flexible and easy to use probabilistic modelling in Python.

causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

QuantEcon.py

A community based Python library for quantitative economics

ble_monitor

BLE monitor for passive BLE sensors

ruptures

ruptures: change point detection in Python

everything

An index of all our open-source data, analysis, libraries, tools, and guides.

bump2version

Version-bump your software with a single command

pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

awesome-causal-inference

A curated list of causal inference libraries, resources, and applications.

Causal-Inference-and-Discovery-in-Python

Causal Inference and Discovery in Python by Packt Publishing

timeseers

Time should be taken seer-iously

lifetime_value

SyntheticControlMethods

A Python package for causal inference using Synthetic Controls

chirho

An experimental language for causal reasoning

pyprojroot

Finding project directories in Python (data science) projects, just like in R rprojroot and here packages

CounterfactualExplanations.jl

A package for Counterfactual Explanations and Algorithmic Recourse in Julia.

ding_causalInference_python

python implementation of Peng Ding's "First Course in Causal Inference"

pymc-bart

rdrobust

Statistical inference and graphical procedures for RD designs using local polynomial and partitioning regression methods.

solarpy

Solar radiation model for flight dynamics. Based on Duffie & Beckman "Solar energy thermal processes" (1974)

causy

Causal discovery made easy.

CO2-decay-analysis

causal_inference_in_tech_industry_causalpy