Xi Zhang's repositories
Football-Prediction-by-Bayesian-Method
Established Bayesian models and leveraged historical data to predict home and away teams’ performance. Achieved over 80% prediction accuracy of winning percentage and 53% of the goal prediction.
Prediction-of-Car-Insurance-Claims
Based on the researches on the subject of car insurance, constructed machine learning models to classify customers by characteristics for insurance customers and predicted claim amount.
Images-Generator-with-GAN
Structured an image generator with the cutting-edge machine learning technic – GAN (Generative Adversarial Networks) based on the concepts of game theory, and Keras TensorFlow Core；Pursued to leverage image data to generate new images under the mutual supervision of the internal neural networks.
COVID-19-SARS-and-Ebola-Data-Analysis
[Ongoing Project]This project aims to arouse public awareness of COVID-19 prevention and control. We hope to find out the similarities and differences between COVID-19 and other infectious diseases, so as to further understand COVID-19.
Fraud-Detection-with-ML
Find the best model to detect fraud transactions. Process customer data. D3 Visualizations.
Pet-Adoption-Prediction
Apply machine learning to address the surplus of stray animals so that more animals in the shelter can find adopters, reducing euthanasia.
avataaars-generator
Simple generator React app for avataaars
awesome-public-datasets
A topic-centric list of HQ open datasets.
AzureTestCO2
Test for Azure Web App and Postman
Cloud-Computing
This is repository has all files and instruction needed for cloud computing class.
Colab-SSH-and-GDrive
SSH into Colab notebook with access to your google drive.
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Deep-Learning
This is repository has all files and instruction needed for deep learning class.
deep_sort
Simple Online Realtime Tracking with a Deep Association Metric
deploheroku
deploying a flask app to heroku
GoogleColabExample
Just a quick reference for working with Google Colab
jekyll
:globe_with_meridians: Jekyll is a blog-aware static site generator in Ruby
jetson-inference
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
Luna
Just some pictures of my cat
Streamlit
Streamlit Demo
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.
turicreate
Turi Create simplifies the development of custom machine learning models.
Visualization-of-Expenditure-from-G-20-Countries
Present the 10 national development trends from the g-20 in the form of data visualization.