Fangyi Yu's Projects
Adversarial Lipschitz Regularization
π©βπ»π¨βπ» Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.
Awesome Dataset Distillation Papers
Data Challenge from Shared Service Canada which aims at improving its IT service delivery to federal departments by analyzing the lifecycle of its incident tickets.
Deep learning and AI projects
How would prediction change if the sensitive attribute referenced in the example were different?
Source code from lectures of Harvard University's CS50W and projects finished by me
Some of my favourite data science projects showing what I've learned and what I think is intriguing about the field.
This repository contains implementations and illustrative code to accompany DeepMind publications
Differentially Private (tabular) Generative Models Papers with Code
An eBay-like e-commerce auction web application made with Django.
A web application for detecting fake news from real ones utilizing Natural Language Processing made with both Flask and Django.
ACM consolidated LaTeX styles
Code for synthetic experiments of paper "Improving Generalization and Stability of GANs"
Official implementation for Gradient Normalization for Generative Adversarial Networks
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
Pytorch Implementation of "Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect"
Documentations of Machine Learning & Natural Language Processing concepts and algorithms
An Image classification task using Modified MNIST data
Completed assignments of the NLP specialization courses from deeplearning.ai
A spam detection task using NLP techniques