RistoAle97/centered-kernel-alignment

A better pytorch-based implementation for the mean structural similarity. Differentiable simpler SSIM and MS-SSIM.

Code for the Dynamical Similarity Analysis (DSA) family of algorithms

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM, Finer-CAM, LeGrad, RefineCAM)

Benchmarks of approximate nearest neighbor libraries in Python

Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch

Python library for Representational Similarity Analysis

Capture every activation and gradient of any PyTorch model — forward and backward — with automatic graph visualization, rich metadata, and live interventions. Works on any architecture, including dynamic and recurrent ones.