Logistic Regression, MLP, GRU implementations using pure numpy.
Run a logistic regression on Breast Cancer dataset from scipy.
Run a MLP(simple ANN) on MNIST. Still have some bugs on loss function (and maybe calculation of derivatives). Reference: meetvora's MLP classifier
Run an RNN(GRU) to predict upcoming texts according to a series of given text. /dataset folder contains a shortened and simplified chaper of Charlotte Bronte's Jane Eyre. Reference: erikvplas's RNN for generating pseudo-latins.