Yongheng Zou's Projects
The goal of this project is to make the important subject Algorithm easier for you to understand. The project is composed of noted and python codes.
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Coursework from CSC225 at University of Victoria
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
Nearly Classless CSS file to give html a latex-like look
Linked list implenmentation via Python
A Machine Learning approach for classifying a file as Malicious or Legitimate
about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.
notes about machine learning
The chief objective of this project is to cover the basics of unconstrained optimization in close connection to ML algorithms.
This project is a Chatbot deployed on discord channel. It is capable of answering questions from users by scanning across databases containing millions of paragraphs. The most relevant paragraph is first filtered using a search engine based on the inverted index and then a BERT model is used to find the answer within the filtered paragraph.
Config files for my GitHub profile.