Books
- Deep Learning with Python, https://github.com/fchollet/deep-learning-with-python-notebooks
- Hands-On Machine Learning with Scikit-Learn, Keras, and Tensorflow, https://github.com/ageron/handson-ml2
- Deep Learning with Pytorch, https://github.com/deep-learning-with-pytorch/dlwpt-code
Courses
- Stanford, CS231n: Convolutional Neural Networks for Visual Recognition, http://cs231n.stanford.edu/syllabus.html
- Applications of Deep Neural Networks, https://github.com/jeffheaton/t81_558_deep_learning
- Introduction to Deep Learning, https://deeplearning.cs.cmu.edu/S20/index.html
Demos
- face recognition, https://github.com/ageitgey/face_recognition
- tensorflow examples
- keras examples
- chineseocr_lite