Shizhu He's repositories
KBEmbedding
basic embedding models
TensorFlow-Pointer-Networks
TensorFlow implementation of Pointer Networks
Tensorflow-tutorial
Tensorflow tutorial of building different dynamic recurrent neural network
bAbI-tasks
Task generation for testing text understanding and reasoning
bookcorpus
Crawl BookCorpus
CNN_sentence
CNNs for sentence classification
data-science-ipython-notebooks
Continually updated data science Python notebooks: Spark, Hadoop MapReduce, HDFS, Kaggle, deep learning (TensorFlow, Theano, Caffe), scikit-learn, matplotlib, pandas, NumPy, SciPy, AWS, and various command lines. https://bit.ly/data-notes
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
low-rank-logic
Code for Injecting Logical Background Knowledge into Embeddings for Relation Extraction
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
protonpack
Stream utilities for Java 8
skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
subword-nmt
Subword Neural Machine Translation
TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
tensorflow-glove
An implementation of GloVe in TensorFlow
wikiextractor
A tool for extracting plain text from Wikipedia dumps
wikipedia-extractor
Extracts and cleans text from Wikipedia database dump and stores output in a number of files of similar size in a given directory. This is a mirror of the script by Giuseppe Attardi.
word2vec
This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.
word2vec_torch
Word2Vec implementation in Torch