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ai_challenger

AI Challenger, a platform for open datasets and programming competitions to artificial intelligence (AI) talents around the world.

autoencoder

Text autoencoder with LSTMs

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

deepdocker

docker for deep learning tools

fasttext

Library for fast text representation and classification.

how-i-extracted-ted-talks-for-parallel-corpus-

machine-learning-with-python

Python codes for common Machine Learning Algorithms

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

nlptk

基于深度学习的文本分类聚类工具

pytorch_nce

An implementation of the Noise Contrastive Estimation algorithm for pyTorch. Working, yet not very efficient.

res_all

single-pass-python-implement

用于发现热议事件的新闻文本聚类算法的python实现

synonyms

中文近义词工具包

textanalyzer

A text analyzer which is based on machine learning that can analyze text. So far, it supports hot word extracting, text classification, part of speech tagging, named entity recognition, chinese word segment, extracting address, synonym, text clustering, word2vec model, edit distance, chinese word segment, sentence similarity.

textcluster

常用文本聚类算法java实现

thuctc

An Efficient Chinese Text Classifier

thuocl

THUOCL（THU Open Chinese Lexicon）中文词库

time-series-discovery

Hurst exponent, ACF, ARIMA

time_series_forcasting

A framework for time series forcasting

time_series_forecasting

Time_series_forecasting in R using ARIMA,Auto ARIMA ,Arimax and Holt Winters

topiccluster

A simple documentary topic analysis implement based on traditional K-means and LDA which can achieve a not-bad result. 基于Kmeans与Lda模型的多文档主题聚类,输入多篇文档,输出每个主题的关键词与相应文本,可用于主题发现与热点分析等应用，如历时话题建模，评论画像等。

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