Kenneth Leung's repositories
Drug-Interactions-Network-Analysis-and-Visualization
Network analysis and visualization of drug-drug interactions with NetworkX and Pyvis
OCR-Metrics-CER-WER
Sample implementation of OCR metrics (CER, WER) calculation with TesseractOCR and fastwer
Image-Metadata-Exif
Read and modify image metadata in Python with exif
Data-Centric-AI-Competition
Codes for a Top 5% finish in the Data-Centric AI Competition organized by Andrew Ng and DeepLearning.AI
Car-Plate-Detection-OpenCV-TesseractOCR
Russian Car License Plate Detection with OpenCV and TesseractOCR in Python
FIFA-Football-World-Rankings
Analyzing FIFA World Football Rankings with Python and R
PyTorch-Ignite-Tiny-ImageNet-Classification
Tiny ImageNet Classification Exercise with PyTorch
Singapore-Condo-Rental-Market-Analysis
Singapore Condo Rental Prices - From Data Acquisition to Prediction
Credit-Card-Fraud-Detection-AutoXGB
Utilizing AutoXGB for Credit Card Financial Fraud Detection
Fortune-Global-500-Bar-Chart-Race
Using Python and Flourish to visualize rank and revenue trends of the world’s largest companies
COVID19-Vaccine-Sentiment-Analysis
Sentiment Analysis of COVID-19 Vaccine-related Twitter Data
English-Premier-League-VAR-Analysis
Analyzing Video Assistant Referee (VAR) decisions in the English Premier League (2019 - 2021)
Alcohol-Image-Classifier-fastai
Utilizing fastai to classify images of various types of alcoholic beverages
Common-Python-Codes
A list of common Python commands I use for data wrangling
Exploring-Illegal-Drugs
Exploratory data analysis of the counterfeit drugs as reported in Singapore by HSA
Web-Scraping-Walkthrough-HCP-Info
Web scraping script (with Python and Selenium) to automatically compile list of licensed healthcare professionals along with their respective public details
ODE-Modelling-with-Differential-Evolution
Pharmacokinetic modelling of drug concentration trajectories with ordinary differential equations and differential evolution
course-nlp
A Code-First Introduction to NLP course
DataScience-CookieCutter
Cookie Cutter for Data Science Projects
File-Log-Generator
Automatic Excel file generator for tracking of file changes in desktop folders
papermill-mlflow
🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.
recommenders
Best Practices on Recommendation Systems