IDEA Lab's repositories
PatternTutorial
A Graph-based Pattern Representations Tutorial
research_paper_writing_tips
This is a repository containing fundamental tips on how to write research papers.
Emoticon-Reg
Regular expression for extracting emoticons, like :), :<
Braavos-User-Guide-
User guide to use braavos from you local machine.
porn_ngram_filter
Quick script for removing porn related ngrams from text
twitter_mongodb_helper
A collection of python scripts and tips for dealing with mongoDB indexes, aggregation pipleline, map-reduce and parallel processing.
mongo_elk_migration
A brief guide for syncing MongoDB collections to the Elastic Stack
PatternEmotionClassifier
Text classifier using emotion patterns.
elasticsearch_presentation
An introduction to elasticsearch
nthu_thesis_template_local
:book: NTHU thesis template (works offline and online) :book:
pattern_graph
Create a graph from a text file
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
rnn_introduction_fundamentals
Introduction to the Fundamentals of RNN
tf_idf_classifier
A little sample of how to use ElasticSearch to get a TF-IDF_classifier
twitter_crawler
A simple Twitter stream crawler
data_mining_2017_fall_lab
Contains information and instructions for the first Data Mining lab session for 2017 Fall.
data_mining_lab_fall_2
Data Mining Lab Session 2 (Fall 2017)
EmotionClassifier
Emotion Classifier API
Facebook-Page-Crawler
A Python crawler uses Facebook Graph API to crawling fan page's public posts, comments, and reactions.
GetOldTweets3
A Python 3 library and a corresponding command line utility for accessing old tweets
lemmatizer-tagger
Easy and wrapped implementation of the Stanford POS Tagger and MIT Lemmatizer/Stemmer
nlp-tools-spring-heroku
Simple web interface for Java NLP Tools in Spring MVC for Heroku
nlp_pytorch_tensorflow_notebooks
Deep Learning for NLP Python Notebooks in PyTorch and TensorFlow
text_mining_lab_2017
Requirements for Text Mining Summer Course (Lab Session)
twitter-tap
A python tool for collecting tweets in mongoDB using the search API
twitter_crawler_by_keywords
This crawler is designed to crawl tweets from the Twitter APIs using keywords.