Osculari

Osculari (ōsculārī; Latin; to embrace, kiss) is a Python package providing an easy interface for different psychophysical techniques to explore and interpret the internal presentation of artificial neural networks.

• Supporting the following pretrained models:

  • All classification and segmentation networks from PyTorch’s official website.

  • All OpenAI CLIP language-vision models.

  • All Taskonomy networks.

• Managing convolution and transformer architectures.

• Allowing to readout the network at any given depth.

• Training a linear classifier on top of the extract features from any network/layer.

• Experimenting with 2AFC and 4AFC paradigms.