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Introduction to Machine Learning for the Sciences
Introduction
Structuring Data without Neural Networks
Supervised Learning without Neural Networks
Supervised Learning with Neural Networks
Unsupervised Learning
Interpretability of Neural Networks
Reinforcement Learning
Concluding remarks
Introduction to Machine Learning for the Sciences
Interpretability of Neural Networks
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Interpretability of Neural Networks