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Changelog

All notable changes to the software will be documented in this Changelog.

The format is based on Keep a Changelog and adheres to Semantic Versioning.

0.1.1

Changed

  • Added support for parallel GPU training using fastai.distributed

0.1.0

Changed

  • Named the library the Toolkit for Ionospheric Disturbance Detection (TIDD) to better reflect the purposes of the software and deep learning model.
  • The supported Python versions to Python 3.7 and 3.8 only.
  • Refactored the code to pull existing functionality contained in Jupyter notebooks to the tidd core.

0.0.3

Changed

  • Renamed data.normalize to data.rescale to better reflect the purpose and functionality of the function.
  • Adds a notebook for Exploratory Data Analysis called notebooks/Exploratory Data Analysis of 2012 Hawaii Dataset.ipynb and removes other not needed notebooks.

0.0.2

Added

  • The function data.normalize which scales data on a specified scale (such as [0, 1]). This function can be utilized in many analysis and modeling workflows, where rescaling data is often needed for applying specific approaches or algorithms.
  • A notebook that covers some Exploratory Data Analysis, located at notebooks/Exploration of Geographic Patterns.ipynb.

0.0.1

Added

  • A src/data.py, which contains functions for reading and manipulating data that is available for analysis and experimentation.
  • A unit testing suite that uses pytest and pytest-cov to ensure the software is working as intended, along with a test_data.py file that tests the functionality of src/data.py.
  • Added an Apache 2.0 License.

Changed

  • The project readme.md to include information about additional datasets available for the 2015 Chilean Earthquake. This data is new data that is in addition to previous available data which covered a 2012 Hawaiian event.