Pinned Repositories
BasketballLeagueSeasonSimulation
Simulate the outcomes of a fictional basketball league (8 Teams) season. Also, design and simulate a best-of-three playoff system.
cuiSnomed
Extract Unified Medical Language System (UMLS) Concept ID (CUI) and corresponding SNOMED CT from MedGen pages.
emoticon_fix
Transform emoticon to text, e.g., :) => Smile.
FakeJobPosting
A Hybrid Nerual Network Classifier with Oversample Minority Class.
FakeNewsDetection
A LSTM model with GloVe pre-trained word vectors for Fake News Detection.
functions
Python & R functions
sidericd10
Mapping drug information (DrugBank), side effects (The SIDER Side Effect Resource), and ICD-10 codes.
TMDb5000
ViewsPredictionbyTitle
Predict view of news/video by the title, using Keras deep learning library.
YelpNLP
Implementation of LSTM for sentimental analysis on Yelp reviews.
xga0's Repositories
xga0/cuiSnomed
Extract Unified Medical Language System (UMLS) Concept ID (CUI) and corresponding SNOMED CT from MedGen pages.
xga0/functions
Python & R functions
xga0/BasketballLeagueSeasonSimulation
Simulate the outcomes of a fictional basketball league (8 Teams) season. Also, design and simulate a best-of-three playoff system.
xga0/emoticon_fix
Transform emoticon to text, e.g., :) => Smile.
xga0/FakeJobPosting
A Hybrid Nerual Network Classifier with Oversample Minority Class.
xga0/FakeNewsDetection
A LSTM model with GloVe pre-trained word vectors for Fake News Detection.
xga0/sidericd10
Mapping drug information (DrugBank), side effects (The SIDER Side Effect Resource), and ICD-10 codes.
xga0/TMDb5000
xga0/ViewsPredictionbyTitle
Predict view of news/video by the title, using Keras deep learning library.
xga0/YelpNLP
Implementation of LSTM for sentimental analysis on Yelp reviews.
xga0/CodecademyPython
xga0/DataAnalystSalary
Using job description to predict data analyst salary.
xga0/DisasterTweetPrediction
Kaggle Competition: Real or Not? NLP with Disaster Tweets.
xga0/GoodKickOrBadKick
Kickstarter project success or failure prediction. Using Word2Vec to train embedding file.
xga0/OnionOrNot
Using the OnionOrNot dataset from kaggle to train a binary classification model the Keras deep learning library.
xga0/rescale-package
A function that can transform features by scaling each feature to a given range. The input should be (input list, new minimum value, new maximum value).
xga0/SarcasmDetection
A Sarcasm Detection Model with LSTM and GloVe Pre-trained Word Vectors.
xga0/textprep-package
One-stop text preprocessing package for NLP algorithm.
xga0/TheMinionGame
The Minion Game from HackerRank.
xga0/titleWeekTrend-package
This was originally part of a YouTube video views prediction model. You can use it to get the sum of Google Trends for each word in a news or video title over the past week.
xga0/ToxicCommentClassification
xga0/unique-dataset
A tool for generating unique dataset based on input.
xga0/xga0
Config files for my GitHub profile.
xga0/xga0.github.io