aye

A toy framework for deep learning.

Installation

pip install -e .

Models

Currently, the following models are implemented:

1. LeNet-5
2. AlexNet
3. VGG
4. NiN
5. GoogLeNet
6. ResNet
7. RNN
8. LSTM
9. GRU
10. A character based language model
11. A sequence to sequence model

References

• Probabilistic Machine Learning: An Introduction
• Dive into Deep Learning
• Full Stack Deep Learning - 2022 Course
• Practical Deep Learning for Coders