Dong Yang Jin's Projects
Running a model as api in a docker.
Sample loading glTF models using BabylonJS
converting bim elements into production tasks in a dependency graph for master schedule optimisation and management
A python script to convert the file containing binary data into its equivalent ASCII version in a CSV file.
Helm Charts
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
This cookiecutter is to generate a repository streamlined to help organize and import modules needed to do data exploration, feature engineering and preliminary modelling that will eventuallly transit to production level machine learning codebase.
Trading Environment(OpenAI Gym) + DDQN (Keras-RL)
Docker Apache Airflow
Dockerized bimserver.org
Ready-to-run Docker images containing Jupyter applications
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Streaming Data Example using GCP & BigQuery (Game Analytics)
The Hitchhiker's Guide to Data Science for Social Good
Feature Selection and ML Algorithms for Income Classification
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Config files for my GitHub profile.
A docker image and kubernetes config files to run Airflow on Kubernetes
All settings as well necessary example to host on kubernetes and docker. (on AWS Cloud)
All credits goes to https://www.pyimagesearch.com/author/adrian/
Docker image with Meinheld managed by Gunicorn for high-performance WSGI (Flask, Django, etc) web applications in Python 3.7 and 3.6 with performance auto-tuning. Optionally with Alpine Linux.
sample luigi pipeline for practice
SIA App (Cabin Defects Management)
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent