Starred repositories
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
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 graphic…
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
💫 Toolkit to help you get started with Spec-Driven Development
Statsmodels: statistical modeling and econometrics in Python
Extensions to the Elo algorithm implemented in JAX
State-space model perspective on rating systems (pairwise comparisons).
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.
Lightning ⚡️ fast forecasting with statistical and econometric models.
Python's Filesystem abstraction layer
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
An extremely fast Python package and project manager, written in Rust.
Business intelligence as code: build fast, interactive data visualizations in SQL and markdown
Lightweight and extensible compatibility layer between dataframe libraries!
scikit-learn: machine learning in Python
DuckDB extension to read and write Google Sheets using SQL
Data and code for FiveThirtyEight's NFL game
DuckDB is an analytical in-process SQL database management system
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Extremely fast Query Engine for DataFrames, written in Rust
Multiplayer Rating System. No Friction.
An implementation of the TrueSkill rating system for Python
A pre-commit hook to check your Python dependencies against safety-db
Always know what to expect from your data.
Pairwise comparisons with flexible time-dynamics.