xga0 Goto Github PK

basketballleagueseasonsimulation

Simulate the outcomes of a fictional basketball league (8 Teams) season. Also, design and simulate a best-of-three playoff system.

codecademypython

cuisnomed

Extract Unified Medical Language System (UMLS) Concept ID (CUI) and corresponding SNOMED CT from MedGen pages.

dataanalystsalary

Using job description to predict data analyst salary.

disastertweetprediction

Kaggle Competition: Real or Not? NLP with Disaster Tweets.

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

goodkickorbadkick

Kickstarter project success or failure prediction. Using Word2Vec to train embedding file.

onionornot

Using the OnionOrNot dataset from kaggle to train a binary classification model the Keras deep learning library.

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).

sarcasmdetection

A Sarcasm Detection Model with LSTM and GloVe Pre-trained Word Vectors.

sidericd10

Mapping drug information (DrugBank), side effects (The SIDER Side Effect Resource), and ICD-10 codes.

textprep-package

One-stop text preprocessing package for NLP algorithm.

theminiongame

The Minion Game from HackerRank.

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.

tmdb5000

toxiccommentclassification

unique-dataset

A tool for generating unique dataset based on input.

viewspredictionbytitle

Predict view of news/video by the title, using Keras deep learning library.

xga0

Config files for my GitHub profile.

xga0.github.io

yelpnlp

Implementation of LSTM for sentimental analysis on Yelp reviews.