mao-wang Goto Github PK

articutapi

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

awesome-network-analysis

A curated list of awesome network analysis resources.

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

embeddingspaperreplication

Replication files for Rodriguez & Spirling (forthcoming) word embeddings overview and assessment.

facepager

Facepager was made for fetching public available data from YouTube, Twitter and other websites on the basis of APIs and webscraping.

mao-wang.github.io

Personal website

marimo

A multi-lingual stopwords lists

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

poldata

A dataset with political datasets

quanteda

An R package for the Quantitative Analysis of Textual Data

reading_list

reviews

Writing reviews of academic papers

shinymark

Files for the RStudio::conf 2019 workshop: Introduction to Shiny and R Markdown

supervised-ml-case-studies-course

Supervised machine learning case studies in R! 💫 A free interactive course

textnets

R package to perform automated text analysis using network techniques

topicmodels_learning

A repository of learning & R resources related to topic models