tansey Goto Github PK

achillesweb

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

akq-equilibrium

An implementation of the Ace, King, Queen (AKQ) variant of poker along with a set of experiments for evolving optimal AKQ strategies.

bb-fdr

Black Box FDR

blackjack

A framework designed to facilitate statistics and AI research in the game of Blackjack.

condor-kmeans

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

console_holdem

A command-line poker client for 1 human player to play against AI agents.

cv

Beautiful LaTeX cv

dagger

debt

Double empirical Bayes testing

deep-dose-response

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

diffbot

A .NET library for the Diffbot Frontpage and Article APIs

edge_detection

An edge detection algorithm implemented in python and based on Section 24.2 of AIMA v3

evolve_vs_expert

A very simple experiment evolving neural networks vs. decision tree agents in poker

fast-wavenet

Speedy Wavenet generation using dynamic programming :zap:

feature_budgets

Optimal feature value purchasing

functionalmf

Functional matrix factorization via Bayesian tensor filtering

gfl

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

glmgen

Generalized lasso implementations

grid-games

An experiment in using incrementally growing memory in social learning agents on the task of grid-based board games

hand2xml

A simple, plug-in framework for hand history parsing.

hbayes-rl

An implementation of a set of Hierarchical Bayesian Reinforcement Learning experiments

holdem_engine

A fast C# engine for playing Texas Hold'em poker. Designed particularly for use with AI agents.

holdem_features

Generates a poker dataset of features for a machine learning classifier

hrt

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

js_poker

A simple, minimalist scaffold for a poker web app frontend

kaprekar

An implementation of finding Kaprekar numbers without string conversion

keras

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

linear_ttt

A framework for experimenting with different linear function approximators with gradient-descent Sarsa(lambda) following an epsilon-greedy policy in Tic-Tac-Toe.

massive

A small, happy, data access tool that will love you forever.

mc-kuhn

A Monte Carlo reinforcement learning experiment with Kuhn poker