TensorFlow Time Series Examples
Time Series Prediction with tf.contrib.timeseries
Install / Use
npx skills add hzy46/TensorFlow-Time-Series-ExamplesInstalls into whichever agent you are using.
README
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"):
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