int8/go-counterfactual-regret-minimization

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Go
Created about 6 years ago
Updated almost 4 years ago

int8/go-counterfactual-regret-minimization

int8

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Counterfactual regret minimization algorithm for various heads up poker games

monte-carlo-tree-search

Monte carlo tree search in python

counterfactual-regret-minimization

Counterfactual regret minimization algorithm for Kuhn poker

VAE_tensorflow

Variational autoencoder in Tensorflow

gomcts

Monte carlo tree search in Go language

chess-position-evaluation

Chess position evaluation using neural networks

regret-matching

Simple implementation of regret matching algorithm for RPS nash equilibrium computation via self-play

AutoencodersTensorFlow

Simple autoencoders for clustering in TensorFlow

NeuralNetworks

The implementation of neural network with cross entropy error function for the problem of multi-label classification. Adam, Adadelta, SGD, Momentum optimizers included

Large-Spectral-Clustering

Large Scale Spectral Clustering with Landmark-Based Representation

Manacher-Algorithm-in-Scala

Scala implementation of Manacher Algorithm applied to the problem of calculating the number of palindromes in a string

chevy

Chess position Evaluation via hand-crafted features

LogisticRegression

Julia implementation of Logistic Regression. It involves optimization of log-likelihood function using gradient descent method, basic evaluation metrics such as AUC has been implemented too.