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PaddlePaddle/awesome-DeepLearning

PaddlePaddle's official comprehensive deep learning learning resource repository with courses, case studies, industry examples, and an AI knowledge encyclopedia.

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This is PaddlePaddle’s official one-stop deep learning online encyclopedia. It provides learning materials across multiple formats: courses ranging from beginner to advanced levels, the book “Dive into Deep Learning” adapted for PaddlePaddle, a deep learning Q&A knowledge base, and an interview preparation guide. The repository also contains industry practice examples covering computer vision tasks like fire/smoke detection, helmet detection, and steel defect segmentation, as well as NLP applications like financial report recognition. Topics span CNN, RNN, GAN, BERT, transformer architectures, reinforcement learning, and recommendation systems.

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