This tutorial is designed to easily learn TensorFlow for time series prediction. Each tutorial subject includes both code and notebook with descriptions.
- Prediction for sine wave function using Gaussian process (code / notebook)
- Prediction for sine wave function using RNN (code / notebook)
- Prediction for electricity price (code / notebook)
Python (3.4.4)
TensorFlow (r0.9)
numpy (1.11.1)
pandas (0.16.2)
cuda (to run examples on GPU)
- Energy Price Forecast 2016: http:https://complatt.smartwatt.net