ReadingList.md

Reading List (contantly updated)

Our Problem - Portfilio Management

• Online Portfolio Selection: A Survey

Methods

Covolutional Neural Networks

• eBook Neural Networks and Deep Learning

Recurent Networks

• Understanding LSTM Networks
• Long Short-Term Memory Based Recurrent Neural Network Architectures for Large Vocabulary Speech Recognition
• LSTM: A Search Space Odyssey

Programming with Python

• http://www.tutorialspoint.com/python/
• http://www.learnpython.org/
• https://www.codecademy.com/learn/python

Python Libraries

• Data analysis: pandas, 10 Minutes to pandas
• Deep Neural Networks: TensorFlow, Tutorials

Programming Tools/Enviornments

Version Control: Git

• Pro Git book
• Cheat sheet: https://help.github.com/articles/git-cheatsheet/

Editor

Vim (this is what I use, so it is recommended)

• Vim Adventurs (learn Vim by playing games)
• Cheat sheet: http://vim.rtorr.com/

Linux OS

• UNIX Tutorial for Beginners and Linux Command Line Cheat Sheet
• GNU Screen (cheat sheet): http://aperiodic.net/screen/quick_reference
• SSH (for conections to cloud servers)
• Mac: Manually generating your SSH key in Mac OS X
• Windows: please use Bitvise SSH Client. Public keys in Bitvise: https://www.bitvise.com/public-keys-in-ssh
• After you have generate a key-pair on you computer, please send me your public key (I don't need your private key).