aurora1625

awesome-probabilistic-networks

BayesBoost

Bayesian Optimization using xgboost and sklearn API

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

BDA_py_demos

Bayesian Data Analysis demos for Python

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.

ChainsOfReasoning

Code for the paper - Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

Excitement-Open-Platform

Excitement Open Platform for Recognizing Textual Entailments

fact-extractor

Fact Extraction from Wikipedia Text

feat2vec

Code of NAACL paper "Unsupervised Multi-Domain Adaptation with Feature Embeddings"

GroundHog

Library for implementing RNNs with Theano

iepy

Information Extraction in Python

intro-spacy-nlp

An introduction to using spaCy for NLP and machine learning

keywordfinder

Automatic keyword extraction - no alchemy required!

mateplus

Extension of the mate-tools NLP pipeline

mlops-on-gcp

one-python

We don't need a lot of libraries. We just need the best ones.

ProbCog

A toolbox for statistical relational learning and reasoning.

python-gems

Beautifully constructed python scripts

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?).

reasoning-under-uncertainty

An Introduction to Probabilistic Programming in Python

rnn-tutorial-rnnlm

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

semisup-learn

Semi-supervised learning frameworks for python, which allow fitting scikit-learn classifiers to partially labeled data

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

theano-rnn

Demonstration of recurrent neural network implemented with Theano

transorthogonal-linguistics

Uses an orthogonal vector space to finds words close to the hyperchord of two input words.

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.

wordfreq

Access a database of word frequencies, in various natural languages.