Stars
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
Data validation using Python type hints
The most powerful data validation library for JS
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
An ever-evolving, very opinionated architecture and dev environment for new Vue SPA projects using Vue CLI.
A light-weight, flexible, and expressive statistical data testing library
Set of boilerplate scripts describing the normalized script pattern that GitHub uses in its projects.
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
GeoJSON utilities that will make your life easier.
WebGL map rendering engine for creative cartography
JSON Schema tools and doc generation for HTTP APIs
A quick, simple tool for creating, viewing, and sharing spatial data
Study guides for MIT's 15.003 Data Science Tools
A data validation library in JavaScript for the browser and Node.js, inspired by Laravel's Validator.
Community list of transit APIs, apps, datasets, research, and software 🚌🌟🚋🌟🚂
Clean APIs for data cleaning. Python implementation of R package Janitor
A Jekyll-based theme designed for documentation and help systems. See the link for detailed instructions on setting up and configuring everything.
An introduction to network analysis and applied graph theory using Python and NetworkX
python toolbox for visualizing geographical data and making maps
The Hitchhiker's Guide to Data Science for Social Good
The textbook Computational and Inferential Thinking: The Foundations of Data Science
VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers