Simod

Latest version: v4.1.1

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3.1.0

- Removing GPL packages from Simod. Now there're 2 packages with GPL: `pm4py` and its dependency `cvxopt`. For this reason, a separate repository at https://github.com/AutomatedProcessImprovement/pm4py-wrapper now serves as a wrapper around pm4py. This wrapper package is used via `os.system` and is not imported into Simod using Python.
- LogReader is refactored to allow CSV-only event logs in the future.
- Optimizer pipelines are refactored to remove decorator functions that hid return values.
- simod-testing docker image version upgrade: `nokal/simod-testing:v1.3.0`
- Preprocessor module and class is added to allow different pre-processing tasks for event logs.

3.0.0

- Trace alignment removed
- New replayer introduced
- New simulator introduced
- New CLI interface
- Other bug fixes, improvements and refactoring

2.3.0

In this version, Simod includes the discovery of resources and instances' generation calendars.
Additionally, the tool includes the exporting of a canonical simulation model.

2.2.0

In this version, Simod includes a new version of the GUI as a stand-alone implementation

2.1.0

This release includes source code documentation and refactoring of the existing functionalities.

2.0.0

In this version Simod includes a jupyter UI, and supports:

- Control Flow Discovery (using the SplitMiner algorithm)
- Non-conformance management
- Trace alignment evaluation (Proconformance)
- Event-log repair strategies i.e. Remove, Replicate, Repair
- Simulation parameters extraction
- Resources extraction
- Event log replay & measurement
- Interarrival dist
- Activities durations
- Task assignment
- Branching probabilities
- Accuracy assessment
- DL Edit distance
- Mean Absolute Error
- Timed String Distance
- Hyperparameter optimizer
- Tree-structured Parzen Estimator (TPE)

A screencast is available at https://youtu.be/i9X5jwjuipk

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