Name: Dorien
Type: User
Company: Singapore University of Technology and Design
Bio: Assistant Professor at Singapore University of Technology and Design. Working in optimization / machine learning for digital music and FinTech
Twitter: dorienherremans
Location: Singapore
Blog: dorienherremans.com
Dorien's Projects
A machine learning approach to investment portfolio composition. The program analyzes the fundamentals of the listed companies on the S&P1500 in order to emit monthly buy signals.
Pytorch implentation of stock prediction via LSTMs
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
Technical Analysis Library using Pandas and Numpy
TensorFlow Tutorial and Examples for beginners