kurtespinosa Goto Github PK

chainer-abcnn

Re-implementation of Attention-Based Convolutional Neural Network (ABCNN) by Chainer

chainer-dashboard

visualize the result of the (chainer's) experiment

chainer-qrnn

Re-implementation of Quasi-Recurrent Neural Networks by Chainer

chainer-rnn-ner

Named Entity Recognition with RNN, implemented by Chainer

compoetry

deepart

eventmodels

heartfailureprediction

iclr2016

Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

inspireme

kurtespinosa.github.io

lstm-poetry

Generate random poetry using a LSTM neural network

lstmrelatedness

Attempt at using LSTMs to predict semantic relatedness of sentences (a la Tai et al. in Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks, Kai Sheng Tai, Richard Socher, and Christopher D. Manning)

monolingual-word-aligner

ner

retrofitting

Retrofitting Word Vectors to Semantic Lexicons

sts

tree_rnn

Theano implementation of Tree RNNs aka Recursive Neural Networks.

treelstm

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

treelstm.pytorch

Tree LSTM implementation in PyTorch

tweener

word2vec

Automatically exported from code.google.com/p/word2vec