3DP Experiments

A ML WSorkspace to allow me to isolate and reproduce my dissertation experiments.
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Table of Contents

1. About The Project
   • Built With
2. Getting Started
   • Prerequisites
   • Installation
   • Updating
3. Usage
4. Roadmap
5. Contributing
6. License
7. Contact
8. Acknowledgements

About The Project

This is a workspace for my dissertation experiments

Built With

• Machine Learning Workspaces
• Docker for Data Science – A Step by Step Guide
• dexpy

Getting Started

Prerequisites

Install Docker

• See Install Docker Engine

Installation

1. Clone the repo

   git clone https://github.com/wilsongis/3DP_Experiments.git

2. Enter workspace folder

   cd 3DP-Experiments

3. Create ML Workspace

   docker run -d \
    -p 8080:8080 \
    --name "3DP-workspace" \
    -v "${PWD}:/workspace" \
    --env AUTHENTICATE_VIA_JUPYTER="mytoken" \
    --shm-size 512m \
    --restart always \
    mltooling/ml-workspace:0.13.2

4. Install Python Packages

   pip install -U pip setuptools wheel
   pip install prettypandas
   conda install -c conda-forge pyomo
   conda install -c conda-forge ipopt glpk
   conda install -c r r-irkernel

Updating

This will override your existing requirements.txt. If you want to append, use >> instead of >

pip list --format=freeze > requirements.txt

Usage

Use this space to show useful examples of how a project can be used. Additional screenshots, code examples and demos work well in this space. You may also link to more resources.

For more examples, please refer to the Documentation

Roadmap

See the open issues for a list of proposed features (and known issues).

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

1. Fork the Project
2. Create your Feature Branch (git checkout -b feature/AmazingFeature)
3. Commit your Changes (git commit -m 'Add some AmazingFeature')
4. Push to the Branch (git push origin feature/AmazingFeature)
5. Open a Pull Request

License

Distributed under the MIT License. See LICENSE for more information.

Contact

Your Name - @wilsongis - email

Project Link: https://github.com/wilsongis/3DP_Experiments

Acknowledgements