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topic_modeling_tutorial

Instructions & code for the EuroPython 2014 training session "Topic Modeling for Fun and Profit"

topicvec

transferlearning-tutorial

《迁移学习简明手册》LaTex源码

ttm

Targeted Topic Model

tutorials

机器学习相关教程

tweettrends

Automatically exported from code.google.com/p/tweettrends

twitter-text

Twitter Text Libraries

uniform-process

Code for "An Alternative Prior Process for Nonparametric Bayesian Clustering" (Wallach et al., 2010).

unsupervised-nmt

Unsupervised neural machine translation; weight sharing; GAN

vade

Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering

variational-autoencoders-summerschool-2016

Exercises for the semi-supervised summer school https://semisupervised-learning.compute.dtu.dk.

visual-semantic-embedding

Implementation of the image-sentence embedding method described in "Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models"

vitutorial

This repository stores slides for a tutorial on variational inference for NLP audiences.

weshclass

The source code used for Weakly-Supervised Hierarchical Text Classification, published in AAAI 2019.

westclass

The source code used for Weakly-Supervised Neural Text Classification, published in CIKM 2018.

word2vec

对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。

wordrep

Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations (ACL2015)

zh_cnn_text_classify

基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景）

zhihudown

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