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        "description": "Neural networks are often described as \"black box\". The lack of understanding\non how neural networks make predictions enables unpredictable/biased models,\ncausing real harm to society and a loss of trust in AI-assisted systems.\n\nFeature visualization is an area of research, which aims to understand how\nneural networks perceive images. However, implementing such techniques is often\ncomplicated.\n\nFlashTorch was created to solve this problem!\n\nYou can apply feature visualization techniques such as saliency maps and\nactivation maximization on your model, with as little as a few lines of code.\n\nIt is compatible with pre-trained models that come with torchvision, and\nseamlessly integrates with other custom models built in PyTorch.\n\nAll FlashTorch wheels on PyPI are distrubuted with the MIT License.",
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