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txd866's Projects

ggfortify icon ggfortify

Define fortify and autoplot functions to allow ggplot2 to handle some popular R packages.

ggnn icon ggnn

Gated Graph Sequence Neural Networks

grid-lstm icon grid-lstm

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

gru4rec icon gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

gslicr icon gslicr

gSLICr: Real-time super-pixel segmentation

hed-dlg-truncated icon hed-dlg-truncated

Hierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)

hessianfree icon hessianfree

An implementation of the Hessian-free optimization algorithm in Theano

icu_rnn icon icu_rnn

Public repository for multilabel classification of medical diagnoses with LSTM RNNs

iwae icon iwae

Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

keras icon keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

lowrank-gru icon lowrank-gru

Gated Recurrent Unit with Low-rank matrix factorization

lrec icon lrec

Linear Recommender AAAI-16 code

machinelearning icon machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

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