Resource Allocation via Clustering
Project description
HOTS
Application for testing a hybrid resource allocation method using machine learning and optimization.
Requirements for running HOTS
HOTS works on any platform with Python 3.8 and up.
The dev Python version must be used to install the package (for example install the package python3.10-dev in order to use Python 3.10).
A solver needs to be installed for using HOTS. By default, GLPK is installed with HOTS, but the user needs to install the following packages before using HOTS :
- libglpk-dev
- glpk-utils
Installing HOTS
A Makefile is given, which creates a virtual environment and install HOTS. You can do :
make
Running HOTS
hots /path/to/data/folder
Make sure to activate the virtual environment before running HOTS with :
source venv/bin/activate
You can see the help running :
hots --help
Note that a test data is given with the package, so you can easily test the installation with :
hots /tests/data/generated_7
Credits
This software is sponsored by Smile.
The team:
- Jonathan Rivalan - Project manager
- Etienne Leclercq - Software design, lead developer
- Marco Mariani
- Gilles Lenfant
Links
License
This software is provided under the terms of the MIT license you can read in the LICENSE.txt file of the repository or the package.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
