Xingyu Bian's repositories
coronavirus_visualization_and_prediction
This repository tracks the spread of the novel coronavirus, also known as SARS-CoV-2. It is a contagious respiratory virus that first started in Wuhan in December 2019. On 2/11/2020, the disease is officially named COVID-19 by the World Health Organization.
tensorflow_keras_color_images_denoiser
Removes gaussian noise from colored images using an autoencoder.
Flashily.AI
Welcome to Flashily 📝, an AI flashcard-creation app powered by GPT. Flashily aims to simplify and enhance your learning experience by allowing you to effortlessly create flashcards from your documents in just a few clicks 🪄
DQN-PacMan
PyTorch Implementation of DQN to play Atari games
Pneumonia-Detection
This repository tackles pneumonia classification using CNN (Convolutional Neural Network). In addition, this will also experiment with threshold values.
Fake-News-Detection-Using-RNN
Detect fake news using a recurrent neural network, The dataset is from Kaggle (https://www.kaggle.com/clmentbisaillon/fake-and-real-news-dataset).
tensorflow_keras_stock_prediction
Predicting future stock prices with tensorflow-keras.
dcgan-abstract-art
Using DCGAN to generate images of abstract art, with the option to upscale with ESRGAN.
Global-Vaccine-Effort
Jupyter Notebook that tracks the latest development of vaccine effort across the world. This will explore the data using an variety of visualizations.
StockExpert.io
A user-friendly web app to track stock portfolios, create watchlists, access real-time market data, view graphical stock trends, and analyze sentiment for informed investment decisions.
abalone_classification_and_regression
Classifying abalone's age using sklearn, pandas, numpy, and matplotlib.
big-cat-classification-web-app
a minimalist web app that classifies images of big cats using a vision transformer
Blijax-Stockbot
Blijax is a multipurpose AI-powered web application whose purpose is targeted at providing financial advice
Personal-Portfolio
Minimalist personal portfolio built using React TypeScript and Tailwind CSS
DQN-Cartpole
Playing OpenAI Gym's Cartpole environment using deep Q learning.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
ie1-basic-stats
Toy implementation for CS520/620
P-GNN
Position-aware Graph Neural Networks
UNETR-mini
knowledge distillation for efficient 3D medical image segmentation