Compilation of high-profile real-world examples of failed machine learning projects

Prepping tables for machine learning

Manage the release notes for your project.

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Tools for diagnostics and assessment of (machine learning) models

A command line tool to easily add an ethics checklist to your data science projects.

Make awesome display tables using Python.

STUMPY is a powerful and scalable Python library for modern time series analysis

Tree-based indexes for neural-search

The Querynomicon: An Introduction to SQL for Wary Data Scientists

Feature engineering package with sklearn like functionality

IPython tool to report memory usage deltas for every command you type

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23…

advent of code 2023

Advent of Code 2023 (Rust)

Package management made easy

HiPlot makes understanding high dimensional data easy

🛰️ An approximate nearest-neighbor search library for Python and Java with a focus on ease of use, simplicity, and deployability.

Ten Quick Software Design Tips for Data Scientists

Software Design by Example: a tool-based introduction with Python

Extract Keywords from sentence or Replace keywords in sentences.

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Open-source personal bookmarks search engine

Public feedback discussions for: GitHub Mobile, GitHub Discussions, GitHub Codespaces, GitHub Sponsors, GitHub Issues and more!

Memray is a memory profiler for Python

A collection of content about key Python packaging topics and issues for projects using native code

DuckDB is an analytical in-process SQL database management system

Master the command line, in one page