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courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

dataanalysis

The lecture slides for Coursera's Data Analysis class

gensim

Topic Modelling for Humans

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

lbl4word2vec

LBL model for computing distributed representtion of words

lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

ldavis

meandering

A gaggle of half baked NLP Experiments

nlp-journey

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems

pyldavis

Python library for interactive topic model visualization. Port of the R LDAvis package.

rake-tutorial

A python implementation of the Rapid Automatic Keyword Extraction

rpresto

DBI-based adapter for Presto for the statistical programming language R.

sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

tensorflow

Computation using data flow graphs for scalable machine learning

text2vec

Fast text mining framework for R. Text vectorization, topic modeling and GloVe word embeddings.

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

tflearn

Deep learning library featuring a higher-level API for TensorFlow.