Zhiyu Lei's repositories
Traffic-Sign-Detection-and-Information-Extraction
Train YOLO object detection model to find traffic signs in the images. Use OCR pipeline to extract the information from the signs with text.
2019-Credit-Suisse-Global-Coding-Challenge
Implementations of the functions for the six questions in 2019 Credit Suisse Global Coding Challenge (files used for auto-running and checking the codes not included)
Swin-Transformer-based-Model-for-Trajectory-Prediction
SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory
Face-Swapping-in-Videos
Automatically detect faces in source and target videos and then swap them.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Learning-in-Games-of-Incomplete-Information
Counterfactual regret minimization and Q-Learning for Blackjack and Hearts
Web-Scraping-Customer-Reviews
Extract customer reviews from some online stores and classify negative reviews.
Amazon-Fine-Food-Review-Score-Prediction
Descriptive and predictive analyses of Amazon Fine Food Reviews dataset.
Chinese_Chess_Flipping
1v1 Chinese Chess Flipping Game
MagicTowerGame
Defeat monsters and get to the destination
Minesweeper-game
Simulate classic Windows built-in Minesweeper game using Pygame package
nndl.github.io
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
OpenSessions
A few exercises in python to understand the basics of Machine Learning. This functions as a tutorial.
Used-Car-Price-Prediction
Detailed overview of used car price prediction using data mining algorithms and methods.
web-control-net
ControlNet on the browser using WebGPU backend.
webgpu-compute-demo
Short and concise WebGPU compute demo.