hanyuanz2000's repositories
Sparse-Gaussian-Process-for-Missing-Heart-Rate-Data-Imputation
Explores the application of Gaussian Process (GP) and sparse GP algorithms to handle missing heart rate time series dataset. Our findings emphasize the importance of kernel selection, specifically the RBF kernel, and the careful tuning of hyperparameters to achieve optimal performance in imputation tasks
AnimeFeedbackInsights
Explores users' feedback on anime by analyzing various features, aiming to identify factors affecting anime quality and users' reactions. Using inference, prediction, and classification approaches, the project examines the impact of premiered year, genre preferences... on anime scores, as well as builds prediction models.
EconomiCrawler
Automates weekly web scraping using Scrapy, shell scripting, and cron job scheduling to extract relevant articles from The Economist, and update to MongoDB Cloud, with email notifications function.
Human-and-RL-Agent-Adaptation-in-Flappy-Bird-Variations
Explore the role of prior knowledge in the learning curve and adaptability of both humans and RL agents
SoupAndSeleniumScrapers
A testing ground for BeautifulSoup and Selenium