Embedding
Functions for getting relevant GloVectors from wiki embedding and soon to be a numpy implementation of GloVec
Encoder Decoder
Keras encoder/decoder lstm, unfinished
Genetic Algorithm
Have not covered recomibnation but have gone over some of the basis of optimization through mutation.
LSTM
Long short term memory in numpy
Neural Net
Variable width and depth feed forward neural net in numpy optimized with SGD.
RNN
Recurrent neural net in numpy.
Text Tokenize
Functions for rather quickly tokenizing and processing text for use in NLP. Word2toke and sen2toke is quite functional.
Variational Auto Encoder
Combination keras and tf implementation of VAE from many sources.
Workspace
General testing area
Disclaimer
These are about half original, I piece together implementations from different sources rewriting and refactoring line by line. No copy and pasting here.