FoXAI
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The open-source library for explainable AI. Generic and easy to integrate with PyTorch.
There is no visualization function, that supports batch input nighter visualization for each channel separately. It would be better if we compute the map for each channel and let the...
Add support for logging training metadata and explanation artifacts to neptune.ai.
Add image segmentation explanation support. There are tutorials from `captum` on this task: https://captum.ai/tutorials/Segmentation_Interpret and https://captum.ai/tutorials/Resnet_TorchVision_Ablation.
add support for python 3.11 and 3,12 ``` ERROR: Ignored the following versions that require a different python version: 0.5.3 Requires-Python >=3.7.2,=3.7.2,=3.7.2,
`with torch.inference_mode():` makes the model fail with tensor does not required grad. Provide better explanation, why to xai cannot be used with `with torch.inference_mode():`