7 GitHub Repositories for Deep Learning Enthusiasts in 2025

Manikandan

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1. Annotated Deep Learning Paper Implementations

60 annotated deep learning papers with runnable code for models like transformers and GANs.

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2. Netron: Visualizer for Neural Networks

Visualize and debug neural networks with Netron. Supports formats like ONNX, TensorFlow, and PyTorch for clear model insights.

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3. Fastbook: The FastAI Book

Hands-on deep learning with Fastbook’s Jupyter Notebooks using fastai and PyTorch. Perfect for beginners!

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4. Awesome Deep Learning

A curated list of top deep learning tutorials, projects, and resources—books, courses, tools, and more for every enthusiast.

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5. Dive into Deep Learning

Interactive deep learning book with code and math in PyTorch, TensorFlow, and more—used by top universities.

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6. Deep Learning with Python Notebooks

Jupyter notebooks with practical examples from "Deep Learning with Python" by François Chollet, runnable on Google Colab.

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7. Deep Learning Models Collection

A collection of deep learning models in TensorFlow, PyTorch, and PyTorch Lightning, with insights into their inner workings.

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