cnn-numpy

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Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only

model numpy ml cnn scratch base scratch-implementation self-attention cnn-numpy lstm-numpy

numpy cnn numpy-cnn cnn-numpy

This is the final project of SJTU EI339, 2020 Autumn. This project includes some basic layers of CNN implemented by numpy.

sjtu cnn-numpy ei339

Lab assignments including the implementation of convolutional neural network from scratch using numpy only

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