This package provides fundamental operation on reshaping dataframes for Keras LSTM input
Project description
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)
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
lstm_reshaper-0.3.0.tar.gz
(1.4 kB
view hashes)
Built Distribution
Close
Hashes for lstm_reshaper-0.3.0-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 7bbeff4a8639ac9f0c64a51ae81619ea9ec2ae07018ecea349c3e1914d954d08 |
|
MD5 | b766246b8624340dfedbe77365a334f8 |
|
BLAKE2b-256 | 4446c00310a99bb5122af942481de694ad1a4bae8285a71026dd5ca0fd8d5a2b |