๐ŸŽฏ frontEASE - Frontend for Effortless Algorithmic Solution Evolution

February 18, 2026 ยท View on GitHub

โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ•—   โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•— โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—
โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•”โ•โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ•—  โ–ˆโ–ˆโ•‘โ•šโ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•โ–ˆโ–ˆโ•”โ•โ•โ•โ•โ•
โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ–ˆโ–ˆโ•— โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—  โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—  
โ–ˆโ–ˆโ•”โ•โ•โ•  โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•‘โ•šโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•”โ•โ•โ•  โ–ˆโ–ˆโ•”โ•โ•โ–ˆโ–ˆโ•‘โ•šโ•โ•โ•โ•โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ•”โ•โ•โ•  
โ–ˆโ–ˆโ•‘     โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•”โ•โ–ˆโ–ˆโ•‘ โ•šโ–ˆโ–ˆโ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ•‘   โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—โ–ˆโ–ˆโ•‘  โ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•‘โ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ–ˆโ•—
โ•šโ•โ•     โ•šโ•โ•  โ•šโ•โ• โ•šโ•โ•โ•โ•โ•โ• โ•šโ•โ•  โ•šโ•โ•โ•โ•   โ•šโ•โ•   โ•šโ•โ•โ•โ•โ•โ•โ•โ•šโ•โ•  โ•šโ•โ•โ•šโ•โ•โ•โ•โ•โ•โ•โ•šโ•โ•โ•โ•โ•โ•โ•

๐ŸŽฏ frontEASE - Frontend for Effortless Algorithmic Solution Evolution

๐Ÿš€ frontEASE is the frontend component of the EASE framework, providing a user-friendly interface to interact with the backend services. It is built using C# and integrates seamlessly with the backend to offer a cohesive user experience.

Disclaimer

This is an open beta version of the framework.

๐Ÿ“„ Publication

The concepts and design of the EASE framework are described in detail in the following paper:

Solve it with EASE

If you use frontEASE or the EASE framework in your research, please consider citing this paper:

BibTeX @misc{viktorin2025solveease, title={Solve it with EASE}, author={Adam Viktorin and Tomas Kadavy and Jozef Kovac and Michal Pluhacek and Roman Senkerik}, year={2025}, eprint={2509.18108}, archivePrefix={arXiv}, primaryClass={cs.LG}, url={https://arxiv.org/abs/2509.18108}, }

How to run it - Windows

Prerequisites

  • Git installed to clone this repository.
  • Docker installed for containerized deployment.

Installation

  1. Clone the Repository:

    From the command line at the location where you want to have the project (e.g. C:\Users\JohnDoe)

    git clone --recurse-submodules https://github.com/TBU-AILab/frontEASE.git
    
  2. Go into the project directory

    cd frontEASE
    
  3. Create .env file In the root folder (where readme file is located), create a file named .env - the file must have the following structure:

    # If you change the values for user and password, you will need to change
    # the connection string in appsettings.json and appsettings.Development.json
    POSTGRES_USER="postgres" # required
    POSTGRES_PASSWORD="root" # required
    
    # Options: true | false
    # If true, the database will be deleted and re-created with the seed data
    # If false, the database will be used as is
    SEED_DB="true" # true for the initialization
    
    # Set these to the URL that matches server where the backend runs on if its not the local machine from which you access it
    API_BASE_URL="http://localhost:4000"
    PYTHON_BASE_URL="http://localhost:8086"
    
  4. Compose docker containers

    The docker has to be running for this step.

    • If running locally for development, use:
    docker compose up -d
    
    • If running in production, use:
    docker compose -f .\docker-compose.yml up -d
    
  5. Profit

    Go to:

    http://localhost:5235
    

    Default Login

    username: BigJoe

    password: root1234

License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Contact

For inquiries, please contact ease@utb.cz.