Zhibo Xiao's repositories
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
texar-pytorch
Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation
deeplearning4nlp-tutorial
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
ChainsOfReasoning
Code for the paper - Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
reasoning-under-uncertainty
An Introduction to Probabilistic Programming in Python
keywordfinder
Automatic keyword extraction - no alchemy required!
rnn-tutorial-rnnlm
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
bllip-parser
Official repository for the BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.
python-gems
Beautifully constructed python scripts
GroundHog
Library for implementing RNNs with Theano
BDA_py_demos
Bayesian Data Analysis demos for Python
fact-extractor
Fact Extraction from Wikipedia Text
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
wordfreq
Access a database of word frequencies, in various natural languages.
BayesBoost
Bayesian Optimization using xgboost and sklearn API
quickscripts
Simple command-line Python scripts for various tasks. Several require my waterworks library (https://bitbucket.org/dmcc/waterworks). Most need more documentation (isn't that always the case?).
semisup-learn
Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data
intro-spacy-nlp
An introduction to using spaCy for NLP and machine learning
mateplus
Extension of the mate-tools NLP pipeline
waterworks
(Yet another) Python utility library. Contains datatype-specific utility functions, specific-purpose utility functions, and collected recipes from the Python cookbook
web-scraping
Material for a short tutorial on web scraping.
one-python
We don't need a lot of libraries. We just need the best ones.
transorthogonal-linguistics
Uses an orthogonal vector space to finds words close to the hyperchord of two input words.
theano-rnn
Demonstration of recurrent neural network implemented with Theano
ProbCog
A toolbox for statistical relational learning and reasoning.
Excitement-Open-Platform
Excitement Open Platform for Recognizing Textual Entailments
iepy
Information Extraction in Python
feat2vec
Code of NAACL paper "Unsupervised Multi-Domain Adaptation with Feature Embeddings"