Saliency Maps Python Packages

bnnr

XAI-driven augmentation & diagnostics for PyTorch vision - find model failures, fix with saliency-guided augmentation (ICD/AICD), prove with auditable reports.

pysodmetrics

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrics

tf-keras-vis

Neural network visualization toolkit for tf.keras

cross-domain-saliency-maps

Pytorch/Tensorflow package for generating saliency maps for time-series models using Cross-Domain Integrated Gradients.

saldet

Saliency Detection library (models, loss, utils) with PyTorch

thermostat-datasets

Collection of NLP model explanations and accompanying analysis tools

timm-vis

Visualizer for PyTorch image models