ColCarroll

GoogleSomerville, MA

Pinned Repositories

arviz
Exploratory analysis of Bayesian models with Python
Language:Python1.5k 47 844375
flask_react_example
Language:JavaScript31 4 012
imcmc
Image Markov Chain Monte Carlo
Language:Python232 13 438
minimc
Just a little MCMC
Language:Python205 11 325
ppl-api
A comparison of PPL APIs
Language:Jupyter Notebook24 2 12
pydata_nyc2017
Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"
Language:Jupyter Notebook18 6 06
ridge_map
Ridge plots of ridges
Language:Python483 11 1945
sampled
Decorator for PyMC3
Language:Python49 7 46
strava_calendar
Visualizations from Strava data in matplotlib
Language:Python83 6 67
pymc
Bayesian Modeling and Probabilistic Programming in Python
Language:Python8.2k 225 3.2k1.9k

ColCarroll's Repositories

ColCarroll/ridge_map
Ridge plots of ridges
Language:Python483 11 1945
ColCarroll/strava_calendar
Visualizations from Strava data in matplotlib
Language:Python83 6 67
ColCarroll/flask_react_example
Language:JavaScript31 4 012
ColCarroll/pydata_nyc2017
Slides and materials for workshop on "Two views on regression with PyMC3 and scikit-learn"
Language:Jupyter Notebook18 6 06
ColCarroll/flask_angular_example
a minimal example of a data bound sklearn model
Language:JavaScript14 4 019
ColCarroll/hamiltonian_monte_carlo_talk
Essay on Hamiltonian Monte Carlo in PyMC3
Language:Jupyter Notebook14 3 05
ColCarroll/carpo
Run and time jupyter notebooks
Language:Python12 3 11
ColCarroll/skample
Sample data from sketches
Language:JavaScript7 3 21
ColCarroll/yourplotlib
PyData NYC 2019 talk on building a maintainable plotting library
Language:Jupyter Notebook5 4 05
ColCarroll/hmc_tuning_talk
"Pragmatic Probabilistic Programming: Parameter Adaptation in PyMC3" talk from 2019 Probabilistic Programming Summit
Language:JavaScript2 2 01
ColCarroll/bayeux
Language:Python1 1 0
ColCarroll/intro_ml_talk
Overview of ML
Language:Jupyter Notebook1 4 01
ColCarroll/lin_reg_essay
Essay from talk slides on linear regression
Language:HTML1 4 02
ColCarroll/pete
He's just happy to be here
Language:Python1 3 01
ColCarroll/probability
Probabilistic reasoning and statistical analysis in TensorFlow
Language:Jupyter Notebook1 4 01
ColCarroll/seen_it_news
Code for a hipster twitter bot
Language:Python1 3 0
ColCarroll/ai_talk
WIP Slides for Boston AI Meetup
Language:Jupyter Notebook3 0
ColCarroll/AnalogChess
Chess but no grid
Language:Python1 0
ColCarroll/arviz
Python package to plot and analyse samples from probabilistic models
Language:Python3 0
ColCarroll/bayesnf
Language:Python1 0
ColCarroll/blackjax
BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Language:Python1 0
ColCarroll/course_compare
Compare cross country course times.
Language:JavaScript3 0
ColCarroll/email_fetcher
Fetches your emails
Language:Python3 01
ColCarroll/linear_regression
Linear regression demo
Language:JavaScript3 01
ColCarroll/optimistix
Nonlinear optimisation (root-finding, least squares, ...) in JAX+Equinox. https://docs.kidger.site/optimistix/
ColCarroll/oryx
Oryx is a library for probabilistic programming and deep learning built on top of Jax.
Language:Python2 0
ColCarroll/pml-book
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Language:Jupyter Notebook2 0
ColCarroll/pycrypto
Language:Python3 0
ColCarroll/scipy
SciPy library main repository
Language:Python1 0
ColCarroll/tree
tree is a library for working with nested data structures