mark-antal-csizmadia/slp-mlp

Single Layer Perceptrons (SLPs) and Multi-Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression. MLPs with Keras for time-series prediction.

backpropagation bias-variance-tradeoff classification early-stopping generalization-error gradient-descent keras multi-layer-perceptron python regression single-layer-perceptron time-series

slp-mlp

Part I

Single Layer Perceptrons (SLPs) and Multi Layer Perceptrons (MLPs) from scratch, only with numpy, for classification and regression.

Part II

MLPs with Keras for time-series predicition.

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Jupyter Notebook100.0%

Contributors

Created September 1, 2021

Updated September 2, 2021