tansey

strips

A python implementation of the STRIPS planning algorithm

rl-tictactoe

A reinforcement learning agent for tic-tac-toe. Implements the example from Chapter 1 of Sutton and Barto.

gfl

A fast and flexible algorithm for solving the graph-fused lasso

hrt

The holdout randomization test: feature selection using black box predictive models

vsmrfs

Vector-Space Markov Random Fields

js_poker

A simple, minimalist scaffold for a poker web app frontend

nurse-scheduling

A nurse scheduling app to help mental health nurses with daily staffer assignments

sdp

Deep nonparametric estimation of discrete conditional distributions via smoothed dyadic partitioning

functionalmf

Functional matrix factorization via Bayesian tensor filtering

smoothfdr

False discovery rate smoothing

sharpneat-tutorials

The code for the three SharpNEAT tutorials on nashcoding

quantile-regression

Experiments in deep quantile regression

bb-fdr

Black Box FDR

deep-dose-response

A case study of using deep learning in a Bayesian dose-response model

mvtv

Maximum-variance total variation denoising

condor-kmeans

An implementation of k-means capable of running on a Condor cluster

AchillesWeb

Interactive web site for reviewing the results of the Achilles R package.

cv

Beautiful LaTeX cv

DAGGER

debt

Double empirical Bayes testing

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

nested-testing

Code for "Smooth nested testing on directed acyclic graphs" (Loper, Lei, Fithian, Tansey; Biometrika 2022)

NeuralFDR

Software accompanying "NeuralFDR: Learning Discovery Thresholds from Hypothesis Features"

nonconvex-GTF-public

Code for nonconvex graph trend filtering

pixel-cnn

adaptation of PixelCNN

pylevy

Levy distributions for Python

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-wavenet

A TensorFlow implementation of DeepMind's WaveNet paper

ZIPLL