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monte-carlo-tree-search
Monte carlo tree search in pythoncounterfactual-regret-minimization
Counterfactual regret minimization algorithm for Kuhn pokergomcts
Monte carlo tree search in Go languagechess-position-evaluation
Chess position evaluation using neural networksregret-matching
Simple implementation of regret matching algorithm for RPS nash equilibrium computation via self-playgo-counterfactual-regret-minimization
Counterfactual regret minimization algorithm for various heads up poker gamesAutoencodersTensorFlow
Simple autoencoders for clustering in TensorFlowNeuralNetworks
The implementation of neural network with cross entropy error function for the problem of multi-label classification. Adam, Adadelta, SGD, Momentum optimizers includedLarge-Spectral-Clustering
Large Scale Spectral Clustering with Landmark-Based RepresentationManacher-Algorithm-in-Scala
Scala implementation of Manacher Algorithm applied to the problem of calculating the number of palindromes in a stringchevy
Chess position Evaluation via hand-crafted featuresLogisticRegression
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.Love Open Source and this site? Check out how you can help us