cavaunpeu Goto Github PK

anchor-escrow-program

A toy implementation of a Solana escrow program in Anchor and React.

atom-copy-path

Copy a file path flexibly!

automatic-differentiation

Custom loss functions via automatic differentation

bayesian-inference-simulated-annealing

A Shiny app to visualize simple Bayesian inference via Simulated Annealing MCMC

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

boltzmann-machines

A thorough introduction to Boltzmann machines

cadcad

Design, simulate, validate, and operate within complex systems

cavaunpeu.github.io

My blog

colombia-vote-simulation

Simulating Colombia's vote for peace

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

countryrecommender

Countries you might like via Jaccard similarity

crypto-algos-and-data-structs

dotify

A web application that recommends songs via "country arithmetic" and hand-rolled Implicit Matrix Factorization

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

exact-inference

Implementations of exact inference algorithms on graphical models

export-highcharts

fireplug

FirePlug: A plug to multiple remote Docker hosts (experimental)

flambe

An ML framework to accelerate research and its path to production.

flight-delays

Transfer learning for flight-delay prediction via variational autoencoders in Keras

food-inspections-evaluation

This repository contains the code to generate predictions of critical violations at food establishments in Chicago. It also contains the results of an evaluation of the effectiveness of those predictions.

gaussian-processes

A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.

generate-world-flags

Generate world flags with a toy sparse autoencoder

gensim

Topic Modelling for Humans

gmplot

Plotting data on google maps, the easy (stupid) way.

intercausal-reasoning

Intercausal reasoning in Bayesian networks

jaan.io

A Retina-ready Jekyll-powered blog with responsiveness, SEO, etc.; up at https://jaan.io

kaggle-liberty

code for Kaggle's Liberty Mutual Group Property Inspection Prediction

kaggle-otto

code for Kaggle's Otto Group Product Classification Challenge

kaggle-tfi

code for Kaggle's TFI Restaurant Revenue Prediction competition

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.