Stars
Codebase for Johnson-Lindenstrauss lemma, random projections (Hadamard), and optimized projections
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models.
A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. All in a modern, AI-native editor.
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
Benchmarking the Spectrum of Agent Capabilities
Implementations of Curious Replay for model-based adaptation.
Easy to maintain open source documentation websites.
Simple, open source, lightweight and privacy-friendly web analytics alternative to Google Analytics.
A little "web app" that tests human prediction of the next character of a text fragment.
Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
Converting NCHS fixed-width datasets into a modern format in a reproducible way
Examples of matplotlib codes and plots
Clean APIs for data cleaning. Python implementation of R package Janitor
The balance python package offers a simple workflow and methods for dealing with biased data samples when looking to infer from them to some target population of interest.
Tunneling Internet traffic over Whatsapp
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Comes with a one-click installer. No dependencies or technical knowledge needed.
A latent text-to-image diffusion model
Refresh git-gutter+ of open-buffers after interactive magit-commit
Hands-on course about linear programming and mathematical optimization.