Affective Manifolds

Using affective manifolds, we can model a machine's mind to feel like a human.

This is the code for the following paper:

• Benyamin Ghojogh, "Affective Manifolds: Modeling Machine's Mind to Like, Dislike, Enjoy, Suffer, Worry, Fear, and Feel Like A Human", arXiv:2208.13386, 2022.
• Link to the paper: https://arxiv.org/abs/2208.13386

How to run the code

For running the code of affective manifolds:

• Install the required packages:

pip install -r requirements.txt

• Put the dataset files train.csv and test.csv in the path ./dataset/.
• Change the config file in the path ./configs/config.json. You can use the example config files in the path ./configs/example_configs/.
• Run the code main_affective.py:

python main_affective.py

The part of code for Siamese network is inspired by the code main_siamese.py, which is taken from the following Kaggle page:

• https://www.kaggle.com/code/hirotaka0122/triplet-loss-with-pytorch/notebook