Discover @int8 Open Source projects

Kamil (@int8)

int8

Stars
809
Global Rank 37,272 (Top 2 %)
Followers 220
Following 53
Registered about 9 years ago
Most used languages

Python
53.8 %

Julia
23.1 %

Go
15.4 %

Scala
7.7 %

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

go-counterfactual-regret-minimization

Counterfactual regret minimization algorithm for various heads up poker games

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.