A toy implementation of a basic neural network.
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Implementations of a Multilayer Perceptron, a Convolutional Neural Network, and Monte Carlo Tree Search applied to Tic-Tac-Toe and Connect Four. A learning project for me to construct the elements in Google's AlphaZero from the ground up.
Hematite12/Neural-Network
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Implementations of a Multilayer Perceptron, a Convolutional Neural Network, and Monte Carlo Tree Search applied to Tic-Tac-Toe and Connect Four. A learning project for me to construct the elements in Google's AlphaZero from the ground up.
Topics
python
machine-learning
neural-network
tic-tac-toe
python3
artificial-intelligence
connect-four
neural-networks
artificial-neural-networks
machinelearning
monte-carlo-simulation
python-3
convolutional-neural-network
monte-carlo-tree-search
neuralnetwork
machine-intelligence
alphago
multilayer-perceptron
alphago-zero
alphazero
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