erhwenkuo/deep-learning-with-keras-notebooks
Jupyter notebooks for using & learning Keras
This collection of Jupyter notebooks provides practical, hands-on examples for anyone learning to apply deep learning techniques, especially using Keras. You'll find clear demonstrations for tasks like image classification, object detection, and natural language processing. The notebooks take raw image datasets or text and show how to process them to train models that can, for example, identify objects in photos or understand Chinese lyrics. This is ideal for students or data scientists who are starting their journey into deep learning and need concrete, runnable examples.
2,195 stars. No commits in the last 6 months.
Use this if you are a student or practitioner looking for practical, step-by-step examples to understand and implement various deep learning models using Keras.
Not ideal if you are looking for a ready-to-use, production-grade deep learning application or a comprehensive theoretical deep learning textbook.
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Dec 19, 2018
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