Metadata-Version: 1.1
Name: tl4sm
Version: 0.19
Summary: This library performs transfer learning for time series classification between different data time series using a ConvLSTM2D auto-encoder architecture. Two transfer learning types are provided as options - fine-tuning a given number of layers, or re-using the pre-trained model weights as initialisation step. The output returns the f_score, accuracy, and training time.
Home-page: https://github.com/nakessien/tl4sm
Author: Aniekan Essien & Cinzia Giannetti
Author-email: nakessien@outlook.com
License: MIT
Download-URL: https://github.com/nakessien/tl4sm/archive/0.19.tar.gz
Description: UNKNOWN
Keywords: Transfer Learning,Time Series Classification,ConvLSTM2D,Smart Manufacturing,Industry 4.0
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
