tansey

Memorial Sloan Kettering Cancer CenterNew York, NY

Pinned Repositories

gfl
A fast and flexible algorithm for solving the graph-fused lasso
Language:C24 2 713
hrt
The holdout randomization test: feature selection using black box predictive models
Language:Python22 5 14
js_poker
A simple, minimalist scaffold for a poker web app frontend
Language:JavaScript20 4 116
pycfr
A python implementation of Counterfactual Regret Minimization for poker
Language:Python279 26 670
rl-tictactoe
A reinforcement learning agent for tic-tac-toe. Implements the example from Chapter 1 of Sutton and Barto.
Language:Python51 2 330
strips
A python implementation of the STRIPS planning algorithm
Language:Python71 6 430
td_cfr
An implementation of Counterfactual Regret Minimization (CFR) via Temporal Difference (TD) learning
Language:Python22 5 07
tstd0
An experiment with Thompson sampling and TD(0) on a grid world variant
Language:Python17 2 02
vsmrfs
Vector-Space Markov Random Fields
Language:Python21 2 05

tansey's Repositories

tansey/pycfr
A python implementation of Counterfactual Regret Minimization for poker
Language:Python279 26 670
tansey/td_cfr
An implementation of Counterfactual Regret Minimization (CFR) via Temporal Difference (TD) learning
Language:Python22 5 07
tansey/tstd0
An experiment with Thompson sampling and TD(0) on a grid world variant
Language:Python17 2 02
tansey/holdem_engine
A fast C# engine for playing Texas Hold'em poker. Designed particularly for use with AI agents.
Language:C#15 5 37
tansey/diffbot
A .NET library for the Diffbot Frontpage and Article APIs
Language:C#13 2 04
tansey/netflix_als
Simple Alternating Least Squares (ALS) recommender implementation for the Netflix dataset
Language:Python11 2 08
tansey/regression_mixtures
Tools for fitting and evaluating finite mixtures of linear regressions for subsets
Language:Python9 3 08
tansey/hbayes-rl
An implementation of a set of Hierarchical Bayesian Reinforcement Learning experiments
Language:Python84
tansey/social-learning
A demonstration of social learning applied in neuroevolution
Language:C#8 5 31
tansey/poker
An experiment in evolving poker agents
Language:C#53
tansey/hand2xml
A simple, plug-in framework for hand history parsing.
Language:C#4 2 02
tansey/mc-kuhn
A Monte Carlo reinforcement learning experiment with Kuhn poker
Language:Python31
tansey/password-evolution
An experiment to evolve Markov models that guess passwords
Language:C#3 4 44
tansey/akq-equilibrium
An implementation of the Ace, King, Queen (AKQ) variant of poker along with a set of experiments for evolving optimal AKQ strategies.
Language:C#2 2 0
tansey/grid-games
An experiment in using incrementally growing memory in social learning agents on the task of grid-based board games
Language:C#2 4 3
tansey/holdem_features
Generates a poker dataset of features for a machine learning classifier
Language:C#1
tansey/Shopsense
Ruby API to access Shopsense
Language:Ruby1
tansey/console_holdem
A command-line poker client for 1 human player to play against AI agents.
Language:C#
tansey/evolve_vs_expert
A very simple experiment evolving neural networks vs. decision tree agents in poker
Language:Python1
tansey/feature_budgets
Optimal feature value purchasing
Language:Python1
tansey/glmgen
Generalized lasso implementations
Language:C2 0
tansey/kaprekar
An implementation of finding Kaprekar numbers without string conversion
Language:Python2
tansey/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.
Language:Python2 01
tansey/okc-filter
A keyword filtering script for OKCupid. Automatically deletes messages with flagged terms.
Language:Python2
tansey/simple_dpm
Simple Dirichlet process mixture example (Escobar and West, 1995)
Language:Python1
tansey/skaroom
Turntable.fm followup for the Ska Music room.
Language:CSS
tansey/SSC383D
Statistical Modeling II
Language:TeX3 0
tansey/TeaTime
A notification about the emotional swings of delicious grad teatime at UTCS
Language:Python2 0
tansey/wispr
Streetview for audio
Language:JavaScript3 0
tansey/wp-svbtle
Wordpress Admin & Theme inspired by Svbtle
Language:PHP2 0