Skip to content

Latest commit

 

History

History
35 lines (21 loc) · 1.16 KB

CHANGELOG.md

File metadata and controls

35 lines (21 loc) · 1.16 KB
Raw

Changelog

All notable changes to this project will be documented in this file.

Instructions on how to update this Changelog are available in the Updating the Changelog section of the CONTRIBUTING.md. This project follows semantic versioning.

[Unreleased v2.0.0]

Breaking Changes

  • Added Gaussian Mixture Modelling as a pre-processing feature for non-gaussian continuous variables

New Features

  • Introduced hyperparameter tuning using Optuna
  • Expanded SynthVAE use cases to include MIMIC-III dataset
  • Introduced plotting functionality & training logging for SynthVAE training
  • Expanded argparse selections to allow more user flexibility
  • Added MIMIC-III pre-processing notebook
  • Introduced random_state changes as well as other seed changes to allow for reproducibility of results

[Unreleased v1.0.0]

New Features

  • Added project from Dom's (djdnx) working repository
  • Added missing project files
  • Added argparse approach to running experiments

Fixed

  • Fixed black and flake8 adherence