jianzhengming's repositories
advanced-numpy-tutorial
Advanced-level tutorial for Numpy
dataset-examples
Samples for users of the Yelp Academic Dataset
finch
More than 50 machine learning models (and tests) based on TensorFlow / PyTorch
GloVe
GloVe model for distributed word representation
glove-python
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
glove.py
Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes
graph-parser
GraphParser is a semantic parser which can convert natural language sentences to logical forms and graphs.
imdb-odsc
D3 workshop for ODSC using IMDB dataset
irgan
IRGAN SIGIR paper experimental code
lstm-char-cnn
LSTM language model with CNN over characters
notes-python
中文 Python 笔记
NTM-tensorflow
"Neural Turing Machine" in Tensorflow
numpy-tutorial
Numpy beginner tutorial
numpy_exercises
Numpy exercises.
PVDM
:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.
recursive
Recursive Neural Network and its variations based on Tensorflow with Cuda accelerated.(Under-construction)
RecursiveNN
Tensorflow implementation of Recursive Neural Networks using LSTM units
struct-attn
Code for Structured Attention Networks https://arxiv.org/abs/1702.00887
Syntax-awared-NMT
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder
tensorflow-doc2vec
Reproduce the paper Distributed Representations of Sentences and Documents in tensorflow
textClassifier
Text classifier for Hierarchical Attention Networks for Document Classification
topical_word_embeddings
A demo code for topical word embedding
topics
Topic modeling with gensim and LDA
wikiextractor
A tool for extracting plain text from Wikipedia dumps
Wikipedia_Word2vec
Train Word2vec Model based on Wikipedia
Word2VecExample
An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.