TensorFlow Tutorial for Time Series Prediction
This tutorial is designed to easily learn TensorFlow for time series prediction. Each tutorial subject includes both code and notebook with descriptions.
These codes are adapted from the source: https://github.com/mouradmourafiq/tensorflow-lstm-regression
Python (3.4.4)
TensorFlow (r0.9)
numpy (1.11.1)
pandas (0.16.2)
cuda (to run examples on GPU)
tf:split_squeeze
is deprecated and will be removed after 2016-08-01. Use tf.unpack
instead.tf:dnn
is deprecated and will be removed after 2016-08-01. Use tf.contrib.layers.stack
instead.Now I am working on modifying previous source code for tensorflow ver. 0.10.0rc0.