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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

chinese_text_cluster

MachineLearning

doc2vec

Python scripts for training/testing paragraph vectors

doc2vec_by_tomas

Thomas Mikolov's code on Paragraph Vector. https://groups.google.com/forum/#!msg/word2vec-toolkit/Q49FIrNOQRo/J6KG8mUj45sJ

doc2vec_imdb

Thomas Mikolov's code on Paragraph Vector. https://groups.google.com/forum/#!msg/word2vec-toolkit/Q49FIrNOQRo/J6KG8mUj45sJ

doc2vec_tomas

fasttext

Library for fast text representation and classification.

fregata

A light weight, super fast, large scale machine learning library on spark .

gensim

Topic Modelling for Humans

iclr2017

Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"

jieba

结巴中文分词

kg-beijing

北京知识图谱学习小组

largevis

learn-python

学习python3小脚本

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

magpie

Deep neural network framework for multi-label text classification

multicore-tsne

Parallel t-SNE implementation with Python and Torch wrappers.

nbsvm

Multiclass Naive Bayes SVM (NB-SVM) - Learns a multiclass classifier (OneVsRest) based on word ngrams.

openrefine

pocketsphinx.js

Speech recognition in JavaScript

semantic-ui

Semantic is a UI component framework based around useful principles from natural language.

sif

sentence embedding by Smooth Inverse Frequency weighting scheme

spider

A configurable web spider with a easy-to-use web console

test1

word2vec with python2.7+Anaconda

text_classification

all kinds of text classificaiton models and more with deep learning

toxic_comments

CNN and LSTM multi-label text classification

visdom

A flexible tool for creating, organizing, and sharing visualizations of live, rich data. Supports Torch and Numpy.

wikipedia_word2vec

Train Word2vec Model based on Wikipedia