human-guided-dimension-reduction

A web application for experimenting with dimensionality reduction with human guidance.

Setup

Linux

1. Install Docker
2. Clone this Repository using git clone https://github.com/CR1337/human-guided-dimension-reduction.git.
3. cd into this repository with cd human-guided-dimension-reduction.
4. Build the docker services by running bin/build.
5. Create a virtual environment by executing python3 -m venv .venv.
6. Activate the virtual environment with source .venv/bin/activate.
7. Install dependencies using pip3 install -r requirements.txt.
8. Change directory with cd services/backend.
9. Run ./compile-neighbors.
10. Run chmod +x neighbors/neighbors.
11. Change back to the main directory with cd ../...
12. Run python3 util/init_neighbors.py.

Windows

(Not tested, you are on your own.)

1. Install Docker
2. Clone this Repository using git clone https://github.com/CR1337/human-guided-dimension-reduction.git.
3. cd into this repository with cd human-guided-dimension-reduction.
4. Build the docker services by running bin\build.bat.
5. Create a virtual environment by executing python -m venv .venv.
6. Activate the virtual environment with .venv\bin\activate.
7. Install dependencies using pip install -r requirements.txt.
8. Make sure you have g++ installed (at least version 11.4).
9. Change directory with cd services\backend.
10. Run .\compile-neighbors.bat.
11. Change back to the main directory with cd ..\...
12. Run python3 util\init_neighbors.py.

Running the App

Linux

1. Execute bin/run
2. Open your Browser and navigate to http://localhost:8080

Windows

1. Execute bin\run.bat
2. Open your Browser and navigate to http://localhost:8080