Neural Networks

From Robin

Here we will gather useful information and resources for learning about and using neural networks. Feel free to add information here!

Contents 1 Resources 1.1 Software 1.2 Books 1.3 Model Zoos

Resources

Software

• Tensorflow - numerical computation software, great for defining ANNs.

Books

• Deep Learning (Ian Goodfellow, Yoshua Bengio and Aaron Courville): https://github.com/HFTrader/DeepLearningBook
• Hands-On Machine Learning with Scikit-Learn and TensorFlow
• http://statweb.stanford.edu/~tibs/ElemStatLearn/printings/ESLII_print10.pdf

Model Zoos

• Nice overview of common neural network architectures