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Xingyu Bian's Projects

blijax-stockbot icon blijax-stockbot

Blijax is a multipurpose AI-powered web application whose purpose is targeted at providing financial advice

coronavirus_visualization_and_prediction icon 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.

dcgan-abstract-art icon dcgan-abstract-art

Using DCGAN to generate images of abstract art, with the option to upscale with ESRGAN.

dqn-cartpole icon dqn-cartpole

Playing OpenAI Gym's Cartpole environment using deep Q learning.

dqn-pacman icon dqn-pacman

PyTorch Implementation of DQN to play Atari games

fake-news-detection-using-rnn icon 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).

flashily.ai icon 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 🪄

global-vaccine-effort icon 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.

handson-ml2 icon 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.

p-gnn icon p-gnn

Position-aware Graph Neural Networks

pneumonia-detection icon pneumonia-detection

This repository tackles pneumonia classification using CNN (Convolutional Neural Network). In addition, this will also experiment with threshold values.

stockexpert.io icon 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.

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