Kenneth Leung's repositories
Llama-2-Open-Source-LLM-CPU-Inference
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
AWS-Certified-Cloud-Practitioner-Notes
Notes compiled based on AWS E-Learning lessons and transcripts
Neural-Network-Architecture-Diagrams
Diagrams for visualizing neural network architecture (Created with diagrams.net)
MLOps-Specialization-Notes
Notes for Machine Learning Engineering for Production (MLOps) Specialization course by DeepLearning.AI & Andrew Ng
Generative-AI-Pharmacist
Generative AI Pharmacist (For Demo Purposes Only)
End-to-End-AutoML-Insurance
An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell
Pyvis-Network-Graph-Streamlit
Deploying Pyvis Interactive Network Graphs in Streamlit
Logistic-Regression-Assumptions
Assumptions of Logistic Regression, Clearly Explained
Image-Metadata-Exif
Read and modify image metadata in Python with exif
kennethleungty
Data Science Portfolio
Anomaly-Detection-Pipeline-Kedro
Anomaly Detection Pipeline with Isolation Forest model and Kedro framework
FIFA-Football-World-Rankings
Analyzing FIFA World Football Rankings with Python and R
DataWig-Missing-Data-Imputation
Imputation of Missing Data in Tables
AWS-RDS-MySQL-Python
Integrating Amazon RDS, MySQL Workbench, and PyMySQL to build and deploy a database on the cloud
Credit-Card-Fraud-Detection-AutoXGB
Utilizing AutoXGB for Credit Card Financial Fraud Detection
Keyword-Analysis-with-KeyBERT-and-Taipy
Keyword Extraction and Analysis Pipeline & Application with KeyBERT and Taipy
Principal-Component-Regression
Principal Component Regression - Clearly Explained and Implemented
Simulated-Annealing-Feature-Selection
Feature Selection using Simulated Annealing
Image-Augmentation-Libraries
Sample implementation codes for a variety of popular image augmentation Python packages
PyMySQL-Demo
PyMySQL - Connecting Python and SQL for Data Science
TensorFlow-Transfer-Learning-Image-Classification
Practical Guide to Transfer Learning in TensorFlow for Multiclass Image Classification
StatsAssume
Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)
Post-Vaccine-Timer
Post-COVID-19 Vaccine Timer
Educative-Advanced-Pandas
Advanced pandas - Going Beyond the Basics
full-blockchain-solidity-course-py
Ultimate Solidity, Blockchain, and Smart Contract - Beginner to Expert Full Course | Python Edition
LLM-eval-survey
The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".
OneMap-API
Use of OneMap API to extract data relating to selected Singapore location postal codes, latitude-longitude coordinates and travel distance, and travel time (both walking and public transport route types) between locations
Plotly-Dash-USEP-Dashboard
Plotly Dash Dashboard built to visualize Uniform Singapore Energy Price (USEP) trends, thereby providing business intelligence to administrators in the energy market