Tom Baylis's starred repositories
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
timescaledb
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
architecture-decision-record
Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
reverse-geocoder
A fast, offline reverse geocoder in Python
tensorflow-workshop
This repo contains materials for use in a TensorFlow workshop.
sklearn-expertsys
Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
self-organization-constitution
An open source constitution for responsive organizations. Inspired by Sociocracy, Holacracy, Self-Management, Reinventing Organizations, etc.
async-team
Documentation about how to run an async team (e.g. a remote team in different places)
stats-testing-in-python
collection of ipython notebooks for "How to Analyse an Online Experiment in Python" tutorial
libhoney-go
Go library for sending data to Honeycomb
brute-force-plotter
Tool to visualize data quickly with no brain usage for plot creation
workshop-sustainable-productivity
Workshop: the basics of stress, productivity, flow, focus, meditation and sustainability.
destimator
Describe your scikit-learn estimators for posterity!
cryptopals
Python implementations of Matasano's crypto challenges.
matasano_crypto_challenge
Matasano crypto challenge - for solutions check => http://cryptopals.com/