Repository for MLCommons Chakra schema and tools

Benchmarks of approximate nearest neighbor libraries in Python

Code and slides for Pydata 2024 GP tutorial

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

A StarCraft II bot framework for Python 3

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Python framework for rapid development of Starcraft 2 AI bots

A StarCraft II bot api client library for Python 3

Examples of PyMC models, including a library of Jupyter notebooks.

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

Python implementation of Richard McElreath's Statistical Rethinking 2023 lecture series on causal inference & Bayesian estimation.

Gorilla: An API store for LLMs

Bayesian Modeling and Probabilistic Programming in Python

🦜🔗 Build context-aware reasoning applications

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

A Python package for causal inference in quasi-experimental settings

The interactive graphing library for Python (includes Plotly Express) ✨

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

Resources for the Generative Music AI Course on The Sound of AI YouTube channel.

Python sample project for trying out Dev Containers

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

Code for A Programmer's Introduction to Mathematics

scikit-learn: machine learning in Python

Universal Scene Description

Visual Studio Code

1082 - Designing Applications for Kubernetes, Will Boyd

CmdStan, the command line interface to Stan