Metadata-Version: 2.1
Name: lstm-reshaper
Version: 0.3.0
Summary: This package provides fundamental operation on reshaping dataframes for Keras LSTM input
Home-page: https://github.com/ysong126/lstm_reshaper
Author: song111
Author-email: clarksoyoung@sina.com
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/ysong126/lstm_reshaper
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.7
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown

## This is a tool used to reshape dataset in pandas for Keras LSTM model

### This module provides a single function that converts a multivariate time series dataframe into a supervised learning - style dataframe by flattening and shifting each series along a given lagging period. For example, when one tries to use keras on a 2-D tensor of shape (total_time_steps, num_features), it's required to reshape the tensor into a 3-D tensor of input_shape (num_features, time_steps, batch_size)











