sliding-window-generator 1.0.0

Generate Sliding Window from Time Series Dataset

SlidingWindowGenerator

• based on tensorflow v2.3.0
  • use timeseries_dataset_from_array function which was introduced in tf v2.3.0
• This module converts time series data from dataframe type to sliding window type
  • to use as input in RNN based layer
• This module was based on tensorflow official docs, just aggregate some functions and add small tuning to use it more efficiently.
  • to make it possible to control batch_size, sequence_stride_size and shuffle more freely.
• Module is in ./src/sliding_window_generator.py and the example of how to use it is in ./src/example.ipynb