PaddlePaddle/awesome-DeepLearning
PaddlePaddle's official comprehensive deep learning learning resource repository with courses, case studies, industry examples, and an AI knowledge encyclopedia.
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.
Frequently asked
- What is PaddlePaddle/awesome-DeepLearning?
- PaddlePaddle's official comprehensive deep learning learning resource repository with courses, case studies, industry examples, and an AI knowledge encyclopedia.
- Is awesome-DeepLearning open source?
- Yes — PaddlePaddle/awesome-DeepLearning is open source, released under the Apache-2.0 license.
- What language is awesome-DeepLearning written in?
- PaddlePaddle/awesome-DeepLearning is primarily written in Jupyter Notebook.
- How popular is awesome-DeepLearning?
- PaddlePaddle/awesome-DeepLearning has 3.6k stars on GitHub.
- Where can I find awesome-DeepLearning?
- PaddlePaddle/awesome-DeepLearning is on GitHub at https://github.com/PaddlePaddle/awesome-DeepLearning.