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.github/workflows/test_workflow.yml

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runs-on: ubuntu-latest
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strategy:
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matrix:
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python-version: ["3.8", "3.9"]
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python-version: ["3.6", "3.7", "3.8", "3.9"]
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steps:
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- uses: actions/checkout@v2
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- name: Set up Python ${{ matrix.python-version }}

README.md

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# Explainable CNNs
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[![Torch Version](https://img.shields.io/badge/torch-1.10.0-61DAFB.svg?style=flat-square)](#torch) [![Torchvision Version](https://img.shields.io/badge/torchvision-0.2.2-yellow.svg?style=flat-square)](#torchvision) <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --> [![All Contributors](https://img.shields.io/badge/all_contributors-2-orange.svg?style=flat-square)](#contributors-) <!-- ALL-CONTRIBUTORS-BADGE:END --> [![Price](https://img.shields.io/badge/price-free-ff69b4?style=flat-square)](#price) [![Maintained](https://img.shields.io/badge/maintained-yes-green.svg?style=flat-square)](#maintained)
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[![Torch Version](https://img.shields.io/badge/torch-1.10.0-61DAFB.svg?style=flat-square)](#torch) [![Torchvision Version](https://img.shields.io/badge/torchvision-0.2.2-yellow.svg?style=flat-square)](#torchvision) [![Python Version](https://img.shields.io/badge/python->=3.6-blue.svg?style=flat-square)](#python) <!-- ALL-CONTRIBUTORS-BADGE:START - Do not remove or modify this section --> [![All Contributors](https://img.shields.io/badge/all_contributors-2-orange.svg?style=flat-square)](#contributors-) <!-- ALL-CONTRIBUTORS-BADGE:END --> [![Price](https://img.shields.io/badge/price-free-ff69b4?style=flat-square)](#price) [![Maintained](https://img.shields.io/badge/maintained-yes-green.svg?style=flat-square)](#maintained)
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Its a common notion that a Deep Learning model is considered as a black box. Working towards this problem, this project focusses on making the internal working of the Neural layers more transparent. In order to do so, Explainable CNNs is a plug n play component that visualizes the layers based on on their gradients and builds different representations including Saliency Map, GuidedBackPropagation, GradCam and GuidedgradCam.
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