Jesse Livezey's repositories
keras
Deep Learning for humans
spatial-transformer-tensorflow
Tensorflow Implementation of Spatial Transformer Networks
electoral_college
Some analysis of electoral college votes per person
census
A Python wrapper for the US Census API.
cenpy
Explore and download data from Census APIs
poisson_metropolis_hastings
A really bad (but instructive!) way to sample from a Poisson distribution
tf_hessians
notebook with one way of doing hessians in tf
policing_data
Data and plots from Ross, 2015
senate_in_time
Have the population percentiles in the US Senate changed over time?
multicollinearity
Analysis looking and (multi)colinearity in regression and some solutions
JVHW_Entropy_Estimators
MATLAB and Python 2.7/3 Implementations of the JVHW entropy and mutual information estimators in Jiao, Jiantao, Kartik Venkat, Yanjun Han, and Tsachy Weissman. "Minimax estimation of functionals of discrete distributions." IEEE Transactions on Information Theory 61, no. 5 (2015): 2835-2885.
NPEET
Non-parametric Entropy Estimation Toolbox
Theano
Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python
d3js-practice
Make pretty things on the internet
matplotlib
matplotlib: plotting with Python
bradde_bialek
Trying out the analysis from this paper on a couple different datasets
weird_weather
The San Francisco Bay Area has weird weather.
neuro_data_science
An open course in neural data science
ml_plots
Notebook to generate some plots which try and explain machine learning visually.
mixture_models
Playing with mixture models.
pylearn2
A Machine Learning library based on Theano
science-programming
Science Programming Tutorials
Spearmint
Spearmint Bayesian optimization codebase
pykalman
Kalman Filter, Smoother, and EM Algorithm for Python
tensorflow
Open source software library for numerical computation using data flow graphs.
transit
Analysis of Public Transit Statistics