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GitHub / xxl4tomxu98 9 repositories

Software Engineer, AI/ML SaaS Advocate, Optimizations and Simulations.

xxl4tomxu98/simple_terraform_example

This is my simple Terraform AWS repository

Language: HCL - Size: 4.88 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 1 - Forks: 0

xxl4tomxu98/k8s_mern_minikube_colima_kubectx

Simple local Kubernetes on Mac_M1

Language: Shell - Size: 17.6 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/my-python-devspace

DEVSPACE - my local kubernetes dev environment

Language: Shell - Size: 16.6 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/NASA-Jet-Engine-Maintenance

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

Language: Jupyter Notebook - Size: 220 MB - Last synced: 4 months ago - Pushed: 6 months ago - Stars: 20 - Forks: 3

xxl4tomxu98/Energy_Optimization_Python

Gulp(CBC MILP) optimization and MLP(ANN) forecasting

Language: Jupyter Notebook - Size: 58.5 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

xxl4tomxu98/econometrics-gdp-dpi-VAR

Multivariate time series Vector Autoregression Model (VAR) on real world GDP and DPI (and some other indexes). Bayesian Structured Time Series (BSTS).

Language: Jupyter Notebook - Size: 7.19 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 2

xxl4tomxu98/my-voting-app

Django dockerized voting app

Language: Python - Size: 1.18 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/ttb-django-leaderboard-template

Django wrapper for the leaderboard-python API with React Javascript Frontend Pipeline https://github.com/agoragames/leaderboard-python

Language: Python - Size: 431 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 3 - Forks: 0

xxl4tomxu98/example-voting-app Fork of dockersamples/example-voting-app

Example distributed app composed of multiple containers for Docker, Compose, Swarm, and Kubernetes

Language: C# - Size: 1.15 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/sktime Fork of sktime/sktime

A unified framework for machine learning with time series

Language: Python - Size: 53.1 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/Energy_Optimization_Gekko

Energy storage, PV(renewable) generation, Grid Optimization

Language: Python - Size: 765 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 7 - Forks: 2

xxl4tomxu98/docker_example

DockerCon 2023 Class on Beginn

Language: JavaScript - Size: 4.9 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/mongoose-node-url-shortener

This is an example Node.js backend url-shortener using MongoDB

Language: JavaScript - Size: 32.2 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/xxl4tomxu98.github.io

Tom Xu Portfolio Site

Language: CSS - Size: 3.95 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

xxl4tomxu98/awesome-production-machine-learning Fork of EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Size: 1.98 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

xxl4tomxu98/redis-leaderboard-django

Redis based django leaderboard app

Language: Python - Size: 3.57 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 4 - Forks: 1

xxl4tomxu98/palantir-python-sdk Fork of palantir/palantir-python-sdk

Palantir Python SDK

Language: Python - Size: 131 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/gurobi-modeling-examples Fork of Gurobi/modeling-examples

Gurobi modeling examples

Language: Jupyter Notebook - Size: 59.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 2 - Forks: 0

xxl4tomxu98/data-engineering-python-great-expectations

Demo on Data Engineering using Great Expectations API

Language: Jupyter Notebook - Size: 6 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 0

xxl4tomxu98/docker_microservice

Microservices based architecture. Docker, CI-CD. Multi-staged Dockerfile, docker-compose.yml so much more step by step process to build online catalog.

Language: JavaScript - Size: 277 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1

xxl4tomxu98/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.

Language: JavaScript - Size: 8.28 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 1

xxl4tomxu98/Big5-kmeans-clustering

Kmeans clustering algorithm is unsupervised machine learning library that can divide this large 2018 dataset of over 1 million rows of answers from survey that answers 50 questions with level 1 through 5 on Big 5 personality traits. Predicted raw score is further normalized to show percentiles of relative importance.

Language: Jupyter Notebook - Size: 75.2 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

xxl4tomxu98/Iris-on-the-flow

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

Language: Python - Size: 2.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 3

xxl4tomxu98/mytimeserieslearn

Language: Python - Size: 10.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

xxl4tomxu98/Energy_Opimization_Gurobi

Self sustained producer-consumer(prosumer) policy study using Python and Gurobi

Language: Python - Size: 1.49 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

xxl4tomxu98/nasa_ppmx

Temporal Classification and Time Series Data Rule Extraction Using RNN

Language: Jupyter Notebook - Size: 99.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

xxl4tomxu98/autoencoder-feature-extraction

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

Language: Jupyter Notebook - Size: 90.1 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 9 - Forks: 1

xxl4tomxu98/Flask-React-ML

A template for machine learning Flask server setup and React app creation.

Language: JavaScript - Size: 241 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 6 - Forks: 1

xxl4tomxu98/vector-autoregressive-model-wage-inflations

An econometrics vector autoregression model (VAR) for analysis of multivariate time series of macroeconomics phenomena. Python Jupyter notebook based model is presented here although other packages like R statistical programming language with R Studio could also be used.

Language: Jupyter Notebook - Size: 577 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 4 - Forks: 2

xxl4tomxu98/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.

Language: JavaScript - Size: 4.74 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

xxl4tomxu98/anomamly-detection-autoencoder

Anomaly Detections and Network Intrusion Detection, and Complexity Scoring.

Language: Jupyter Notebook - Size: 16.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

xxl4tomxu98/todolist-mongoDB-flask

Simple MongoDB Flask App that create, change status, and delete todo list items.

Language: HTML - Size: 18.6 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 2

xxl4tomxu98/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.

Language: JavaScript - Size: 5.93 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

xxl4tomxu98/Parsing_Testings

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

Language: JavaScript - Size: 126 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/SageMaker-MNIST

Xgboost-PyTorch Models on MNIST with K8s SageMaker Operators

Language: Jupyter Notebook - Size: 38.6 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/redis-django-connection

This is raw connection between redis server as key-value pair database for a django python app

Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1

xxl4tomxu98/convolutional-autoencoder-keras-tensorflow

Text Digit Character Computer Vision using convolutional autoencoder

Language: Jupyter Notebook - Size: 951 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/rss_news_scraping

Django celery based asynchronous tasks using redis as backend and rabbitmq as broker

Language: Python - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/django_redis_celery

Django web server using Celery server to handle asynchronous tasks by using Redis as a message Broker

Language: Python - Size: 41 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/django_rabbitmq_celery

Django Celery asynchronous task queue based on distributed message passing by RabbitMQ as broker

Language: Python - Size: 5.86 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

xxl4tomxu98/data_quality

general data quality checking and reporting

Language: Jupyter Notebook - Size: 28.2 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/dmos-accounting-anomaly-detection

Language: HTML - Size: 18.1 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/dmos-accounting-anomaly-detection-api

Language: Java - Size: 104 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/scrapy_web_crawler

Integration of django and scrapy package for web scraping

Language: Python - Size: 21.5 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

xxl4tomxu98/tom-python

Multiple Python Projects Repo Emphasizing on Python Programming for Backend Server, i.e. Flask, SqlAlchemy, psycopg-2, Alembic, etc. and testing libraries related to Python, unittest and pytest.

Language: Python - Size: 1.97 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

xxl4tomxu98/my-shared-timeline

Multiple JavaScript Projects and Topics

Language: JavaScript - Size: 205 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/dmos-backend-template

ML SageMaker EndPoint Server Template

Language: Java - Size: 73.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/dmos-ui-template

Language: HTML - Size: 404 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/Energy_Storage_Pyomo

glpk solver with Pyomo formulation for battery model

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/iris-react-typescript-fastapi-k8s

JavaScript or TypeScript React Hooks example for FastAPI machine learning models

Language: Python - Size: 490 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/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.

Size: 179 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

xxl4tomxu98/xxl4tomxu98

Overview Header

Size: 13.7 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

xxl4tomxu98/Sentiment-SageMaker-K8s-Operators

An update to date SageMaker Version 2 Machine Learning endpoint building and connection with Kubernetes cluster backend with SageMaker Kubernetes Operators

Language: HTML - Size: 810 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/Introduction-to-Econometrics-with-R

VAR Tests by Christoph Hanck, Martin Arnold, Alexander Gerber, and Martin Schmelzer

Language: R - Size: 43.9 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 1

xxl4tomxu98/Rstudio-VAR-Models

Econometrics Time Series Vector Auto-Regression Models

Language: R - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 2

xxl4tomxu98/express_pug_park_tracker

A node.js express server App with pug rendering templates with Bootstrap CSS.

Language: JavaScript - Size: 95.7 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/Badreads

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

Language: JavaScript - Size: 20 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

xxl4tomxu98/ai-fullstack-eng-challenge

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

Language: JavaScript - Size: 31.8 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

xxl4tomxu98/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

Language: JavaScript - Size: 124 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/docker_flask_microservice_app

This is an app created with dockerized microservice deployment

Language: Python - Size: 6.84 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/react-graphql-typescript-reddit

Deploy graphql-react reddit like app using typescript for development

Language: TypeScript - Size: 18.2 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/invention

Python data structures and algorithms. Machine learning Jupyter Notebook, Numpy, Keras, TensorFlow, Neural Network, etc. Application of Python in engineering and data science.

Language: Jupyter Notebook - Size: 177 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/student_submissions

A Python Flask based backend server to work with PostgreSql database using Psycopg2 and SqlAlchemy. A React.js based front rendering of query results.

Language: Python - Size: 254 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

xxl4tomxu98/React_Interview_Problems

HackerRank and My own Problems

Language: JavaScript - Size: 329 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/apollo_graphql_space_x

Typescript frontend react_graphql client and backend apollo_graphql server

Language: TypeScript - Size: 1.56 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

xxl4tomxu98/CORS-anywhere

CORS package can be easily called from Heroku

Language: JavaScript - Size: 49.8 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0