hzy46 / TensorFlow-Time-Series-Examples

Time Series Prediction with tf.contrib.timeseries

TensorFlow-Time-Series-Examples

Additional examples for TensorFlow Time Series(TFTS).

Read a Time Series with TFTS

• From a Numpy Array: See "test_input_array.py".

• From a CSV file: See "test_input_csv.py".

Predict a Time Series Using AR Model

• From a Numpy Array: See "train_array.py".

• From a CSV file: See "train_csv.py".

Predict a Time Series Using LSTM

• Univariate prediction with LSTM("train_lstm.py"):

• Multivariate prediction with LSTM("train_lstm_multivariate.py"):