v0.6.0 - 2024-04-10

This release adds support for Python 3.12!

Maintenance

• Support Python 3.12 - Issue #85 by @fealho
• Transition from using setup.py to pyproject.toml to specify project metadata - Issue #86 by @R-Palazzo
• Remove bumpversion and use bump-my-version - Issue #87 by @R-Palazzo
• Add dependency checker - Issue #96 by @lajohn4747
• Add bandit workflow - Issue #98 by @R-Palazzo

Bugs Fixed

• Fix make check candidate - Issue #91 by @R-Palazzo
• Fix minimum version workflow when pointing to github branch - Issue #99 by @R-Palazzo

v0.5.0 - 2023-11-13

This release updates the PAR's model progress bar to show loss values and time elapsed (verbose option).

New Features

• Update progress bar for PAR fitting - Issue #80 by @frances-h

v0.4.2 - 2023-07-25

This release drops support for Python 3.7 and adds support for Python 3.11.

Maintenance

• Add support for Python 3.11 - Issue #74 by @fealho
• Drop support for Python 3.7 - Issue #75 by @R-Palazzo

v0.4.1 - 2023-05-02

This release adds support for Pandas 2.0 and PyTorch 2.0!

Maintenance

• Remove upper bound for pandas - Issue #69 by @frances-h
• Upgrade to Torch 2.0 - Issue #70 by @frances-h

v0.4.0 - 2023-01-10

This release adds support for python 3.10 and 3.11. It also drops support for python 3.6.

Maintenance

• Support Python 3.10 and 3.11 - Issue #63 by @pvk-developer
• DeepEcho Package Maintenance Updates - Issue #62 by @pvk-developer

v0.3.0 - 2021-11-15

This release adds support for Python 3.9 and updates dependencies to ensure compatibility with the rest of the SDV ecosystem.

• Add support for Python 3.9 - Issue #41 by @fealho
• Add pip check to CI workflows internal improvements - Issue #39 by @pvk-developer
• Add support for pylint>2.7.2 housekeeping - Issue #33 by @fealho
• Add support for torch>=1.8 housekeeping - Issue #32 by @fealho

v0.2.1 - 2021-10-12

This release fixes a bug with how DeepEcho handles NaN values.

• Handling NaN's bug - Issue #35 by @fealho

v0.2.0 - 2021-02-24

Maintenance release to update dependencies and ensure compatibility with the rest
of the SDV ecosystem libraries.

v0.1.4 - 2020-10-16

Minor maintenance version to update dependencies and documentation, and
also make the demo data loading function parse dates properly.

v0.1.3 (2020-10-16)

This version includes several minor improvements to the PAR model and the
way the sequences are generated:

• Sequences can now be generated without dropping the sequence index.
• The PAR model learns the min and max length of the sequence from the input data.
• NaN values are properly supported for both categorical and numerical columns.
• NaN values are generated for numerical columns only if there were NaNs in the input data.
• Constant columns can now be modeled.