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Kyle Kastner's Projects

disentanglement_lib icon disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representation.

distancegan icon distancegan

Pytorch implementation of "One-Sided Unsupervised Domain Mapping"

diw icon diw

Code for the paper "Rethinking Importance Weighting for Deep Learning under Distribution Shift".

dl-seq2seq icon dl-seq2seq

Implementation of papers on Deep Seq2seq learning using Pytorch.

dm2gym icon dm2gym

Convert DeepMind Control Suite to OpenAI gym environments.

dnc icon dnc

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

draw icon draw

Reimplementation of DRAW

dream icon dream

Scalable implementation of DREAM - Deep RL for multi-agent imperfect information games

dropoutuncertaintyexps icon dropoutuncertaintyexps

Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

dvaess icon dvaess

Tensorflow implementation of DAVE##: Learning Undirected Posteriors by Backpropagation through MCMC Updates, https://arxiv.org/abs/1901.03440

dwt icon dwt

Deep Watershed Transform for Instance Segmentation

dwtls icon dwtls

Discrete wavelet transform layers with fixed and trainable wavelets

dyad icon dyad

Asynchronous networking for C

dynamic-kanerva-machines icon dynamic-kanerva-machines

This is a self-contained memory module for the Dynamic Kanerva Machine, as reported in the NIPS 2018 paper: Learning Attractor Dynamics for Generative Memory.

dynamic-nmf icon dynamic-nmf

Dynamic Topic Modeling via Non-negative Matrix Factorization

e2e-ie-release icon e2e-ie-release

Code accompanying End-to-End Information Extraction without Token-Level Supervision

eastl icon eastl

EASTL stands for Electronic Arts Standard Template Library. It is an extensive and robust implementation that has an emphasis on high performance.

eel icon eel

A little Python library for making simple Electron-like HTML/JS GUI apps

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