Colin Carroll's repositories
strava_calendar
Visualizations from Strava data in matplotlib
pydata_nyc2017
Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"
flask_angular_example
a minimal example of a data bound sklearn model
hamiltonian_monte_carlo_talk
Essay on Hamiltonian Monte Carlo in PyMC3
yourplotlib
PyData NYC 2019 talk on building a maintainable plotting library
hmc_tuning_talk
"Pragmatic Probabilistic Programming: Parameter Adaptation in PyMC3" talk from 2019 Probabilistic Programming Summit
email_fetcher
Fetches your emails
intro_ml_talk
Overview of ML
lin_reg_essay
Essay from talk slides on linear regression
probability
Probabilistic reasoning and statistical analysis in TensorFlow
seen_it_news
Code for a hipster twitter bot
AnalogChess
Chess but no grid
course_compare
Compare cross country course times.
equinox
Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
linear_regression
Linear regression demo
optimistix
Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/