Memory Leak management

Add garbage collector after every run of the agent.

dy_upsert added

dy_upsert now follows the order specified in the meta configuration.

The lucky release

• Add configuration run changer
• Add stderr and stdout logging for experiments
• Change the checkpoint directory format.

The (un)Lucky Release

The first release of the package.

• Add full documentation of the capabilities of the model.
• Add support on Slack and Zenodo badge for reference
• Changed the license to MIT.
• Add main figure and tutorial.
• Add runnable scripts to the project.

12th Release

• Fix backward compatibility while changing from simplistic sweep forms to other formats.

11th Release

• Add the command-line scripts create_sweep and run_resume_sweep so that no boilerplate code is required to instantiate and run.
• Add documentation for the scripts and a sample usage in the README.md file.

Release 10

Bug fixes:

• upsert function in the utils.py could've returned list pretenders instead of actual lists.
• The multi-resume functionality had some bugs.

New features:

• Single runs using rerun_id is now possible in the dysweep_run_resume function.
• You can pass all the configurations directly to dysweep_run_resume instead of passing a sweep configuration object.

Documentation:

• A thorough tutorial on image classification is added to the documentation to demonstrate all the use cases.

Release docs

The first pre-release with a README.

Version 8 release

Added threading on top of the resume functionality.

seventh release

• The resumption functionality had a bug on pre-release 0.0.6. That is now removed!
• If an error occurs in runs, the log of the exception can now be found in the checkpoints directory for better debugging.