aladdinpersson/Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
Covers foundational algorithms (linear/logistic regression, SVM, decision trees) with from-scratch implementations alongside PyTorch and TensorFlow deep learning tutorials spanning CNNs, RNNs, GANs, and object detection. Includes practical patterns like mixed-precision training, transfer learning, custom data loaders, and experiment tracking with TensorBoard. Each tutorial pairs with accompanying YouTube walkthroughs and emphasizes clean, readable code for educational reference.
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Aug 17, 2024
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