zhangmeishan's repositories
cnn-visualization
Visualize How Convolutional Neural Networks Work with Keras
DeepLearningForNLPInPytorch
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
dynet_nmt
A neural machine translation model in DyNet
LM-LSTM-CRF
Empower Sequence Labeling with Task-Aware Language Model
MLAlgorithms
Minimal and clean examples of machine learning algorithms
multitask_sentiment_analysis
Multitask Deep Learning for Sentiment Analysis using Character-Level Language Model, Bi-LSTMs for POS Tag, Chunking and Unsupervised Dependency Parsing. Inspired by this great article https://arxiv.org/abs/1611.01587
reinforcement-learning-an-introduction
Python implementation for Reinforcement Learning: An Introduction
SNLI-decomposable-attention
Decomposable Attention Model for Sentence Pair Classification (Pytorch Version) from paper 'A Decomposable Attention Model for Natural Language Inference' https://arxiv.org/abs/1606.01933
string-to-tree-nmt
Source code and data for the paper "Towards String-to-Tree Neural Machine Translation"
TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
wikiextractor
A tool for extracting plain text from Wikipedia dumps