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chrisshaffer / NN-character-recognition

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Neural network-based character recognition using MATLAB. The algorithm does not rely on external ML modules, and is rigorously defined from scratch. A report is included which explains the theory, algorithm performance comparisons, and hyperparameter optimization.

matlab neural-networks hyperparameter-optimization character-recognition stochastic-gradient-descent softmax-classifier cross-entropy-loss softplus
  • Updated Aug 19, 2021
  • MATLAB

atul04 / Feed-Forward-Neural-Network-Based-Classifier-Facebook-Post

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Feed Forward Neural Network to classify the FB post likes in classes of low likes or moderate likes or high likes, back propagtion is implemented with decay learning rate method

encoding facebook dropout posts classification feedforward-neural-network hot likes one backpropagation hidden-layers normalization min-max tanh sigmoid-function decay-rate relu-layer activation-functions minibatch-sgd softplus
  • Updated Nov 6, 2018
  • Python

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