Tom Xu

NASA-Jet-Engine-Maintenance

ML Approaches for RUL Prediction, Anomaly Detection, Survival Analysis and Failure Classification

Jupyter Notebook • 22 stars

Iris-on-the-flow

MLflow App Using React, Hooks, RabbitMQ, FastAPI Server, Celery, Microservices

Python • 12 stars

autoencoder-feature-extraction

Use auto encoder feature extraction to facilitate classification model prediction accuracy using gradient boosting models

Jupyter Notebook • 11 stars

foodie

JavaScript • 6 stars

Mybooks-React-Redux

Full Stack Solo Project: Javascript-React-Redux-Hooks-Express-Sequelize. This project learn from goodreads and explore reader experience with shelves and individual books. It allow reader to review, rate, and add or delete books from their bookshelves. Reading status of reading, wants to read and browsing are also included. Reader profile also explore preferred genres and personal informations.

JavaScript • 3 stars

Badreads

Vanilla JavaScript, HTML, CSS, and Node.js, Express, Sequelize ORM, Pug, PostgreSQL

JavaScript • 2 stars

flask-react-any-questions

This is question and answer app trying to explore complicated database schema and find unique functionalities. Preliminary system design on schema, read and write efficiency and data storage considerations over estimated number of users and application durations. Attempted Implementations of search algorithm that is compatible for the functionality of the App, i.e. topics and key words semantically. Both docker container based and Heroku dyno based deployment on Heroku are presented.

JavaScript • 2 stars

Foodie-Flask-SqlAlchemy-React-Redux-Hooks

Full Stack App Development Project for People to Look, Reserve, Review, Rate, Favor and Accumulate Points on Restaurants nationally based on Google Map JavaScript and Places API.

JavaScript • 2 stars

ai-fullstack-eng-challenge

Full Stack Movielens Query - Flask - React - Docker. Both backend and frontend pagination solutions are attached.

JavaScript • 1 star

Benchmarking_Engineers_Full_Stack

benchmarking an engineer's coding and communication skills against other engineers that work at similar companies and with the same title

JavaScript • 1 star

learn-you-from-text

This App predicts author's sentiment and personality traits by analyzing simple text input he or she writes. M1 Macbook Optimized Pytorch Neural Network Models.

1 star

Parsing_Testings

Matching score calculating from CSV dataset and comparing to .json format on matching criteria. Testing using JavaScript libraries Mocha and Chai.

JavaScript • 1 star