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Kyle Kastner's Projects

grammarvae icon grammarvae

Code for the "Grammar Variational Autoencoder" https://arxiv.org/abs/1703.01925

grasta_mex icon grasta_mex

A Mex version of GRASTA (Grassmannian Robust Adaptive Subspace Tracking Algorithm)

grid-lstm icon grid-lstm

Torch7 implementation of Grid LSTM as described here: http://arxiv.org/pdf/1507.01526v2.pdf

gridfinder icon gridfinder

Algorithm for guessing MV grid location based on NTL

grover icon grover

Code for Defending Against Neural Fake News, https://rowanzellers.com/grover/

gsdr icon gsdr

Generative Sparse Distributed Representations, a fast generative model written in Python (Original C++ implementation https://github.com/222464/GSDR)

hamiltonian-annealed-importance-sampling icon hamiltonian-annealed-importance-sampling

Matlab code implementing Hamiltonian Annealed Importance Sampling for importance weight, partition function, and log likelihood estimation for models with continuous state spaces

handwriting-generation icon handwriting-generation

Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

happydata icon happydata

Preprocessed data that is smaller and less complete, but also easier to work with

haqae icon haqae

Hierarchical And Quantized AutoEncoders

haspie icon haspie

Tool for harmonizing musical pieces based in Answer Set Programming

hebbrnn icon hebbrnn

A Reward-Modulated Hebbian Learning Rule for Recurrent Neural Networks

hierarchical-rnn icon hierarchical-rnn

Tensorflow implementation of a Hierarchical and Multiscale RNN, described in https://arxiv.org/abs/1609.01704

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