# TensorFlow-Time-Series-Examples

**Repository Path**: AIsuming/TensorFlow-Time-Series-Examples

## Basic Information

- **Project Name**: TensorFlow-Time-Series-Examples
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-10-07
- **Last Updated**: 2021-10-07

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TensorFlow-Time-Series-Examples

Additional examples for [TensorFlow Time Series(TFTS)](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/timeseries).


## 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".
  
![](https://github.com/hzy46/TensorFlow-Time-Series-Examples/blob/master/img/array.jpg?raw=true)

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

![](https://github.com/hzy46/TensorFlow-Time-Series-Examples/blob/master/img/csv.jpg?raw=true)


## Predict a Time Series Using LSTM

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

![](https://github.com/hzy46/TensorFlow-Time-Series-Examples/blob/master/img/lstm.jpg?raw=true)

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

![](https://github.com/hzy46/TensorFlow-Time-Series-Examples/blob/master/img/lstm_multivariate.jpg?raw=true)