ivan-vasilev / Advanced Deep Learning With Python
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Advanced Deep Learning with Python
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Advanced Deep Learning with Python
This is the code repository for the book Advanced Deep Learning with Python, published by Packt.
Table of contents:
- The Nuts and Bolts of Neural Networks
- Understanding Convolutional Networks
- Advanced Convolutional Networks
- Object Detection and Image Segmentation
- Generative Models
- Language Modeling
- Understanding Recurrent Networks
- Sequence-to-Sequence Models and Attention
- Emerging Neural Network Designs
- Meta Learning
- Deep Learning for Autonomous Vehicles
All code examples were tested against TensorFlow 2.0.0 and PyTorch 1.3.1
Some of the code example are adapted from other open-source code repositories. In such cases, the base example is linked at the beginning of the code file.
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