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yizhu-millie's Projects

casie icon casie

CyberAttack Sensing and Information Extraction

depmixs4 icon depmixs4

:exclamation: This is a read-only mirror of the CRAN R package repository. depmixS4 — Dependent Mixture Models - Hidden Markov Models of GLMs and Other Distributions in S4. Homepage: http://depmix.r-forge.r-project.org/

dtwclust icon dtwclust

R Package for Time Series Clustering Along with Optimizations for DTW

gdscraper icon gdscraper

:package: R package to easily web scrape Glassdoor company reviews. Write up of demo:

nlp-journey icon nlp-journey

NLP 相关的一些文档、论文及代码, 包括主题模型(Topic Model)、词向量(Word Embedding)、命名实体识别(Named Entity Recognition)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算、机器翻译(Machine Translation)等,涉及到各种与nlp相关的算法,基于tensorflow 2.0。

pygrams icon pygrams

Extracts key terminology (n-grams) from any large collection of documents (>1000) and forecasts emergence

seqhmm icon seqhmm

Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences

text-analysis icon text-analysis

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

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