Cadet-process

- New: Optimization Progress.
- New: Evaluation Pipelines for Optimization Problems.
- New: Optimization Callbacks.
- New: Parameter transform/normalization.
- New: Dependent optimization variables.
- Improved: Initial parameter sampling for log transformed variables.
- New: Comparator/Parameter estimation.
- New: Initial suppport for DG-Discretization.
- Removed: common module; Now dedictated modules are used.
- Improved: Overhauled Stationarity Module
- Fixed: Autodetect CADET installation.
- New: Tutorial for Event Dependencies.
- New: Tutorial for Gradients.
- New: Plot solution derivatives.
- Changed: Set solution recorder on unit operation level.

Improved Documentation and Formatting

- Format code.
- Improve Documentation for Fractionation.
- Improve Documentation for CarouselBuilder.
- Improve Documentation for CompartmentBuilder.
- Add CarouselSolution class.

Improved Documentation and Tests

Added
- documentation for CarouselBuilder
- documentation for CompartmentBuilder
- documentation for Reactions
- documentation for Deprotonation Reactions
- documentation for Buffer Capacity
- tests for CarouselBuilder
- method to check if connection exists in FlowSheet

New pipeline and documentation, Compartment ModelBuilder

Added:
- ModelBuilder for compartment models
- Updated Documentation with tutorials (WIP)
- Add checks for unit operation connectivity and flow rates
- Add pipline with tests

Fixed:
- Relax hopsy requirement to work for Linux

Changed:
- Update plot methods to accept axes object

**Full Changelog**: https://github.com/fau-advanced-separations/CADET-Process/compare/v0.4.2...v0.5.0

Fix type checking for windows

Bug fixes

Fixed:
- Tests for flow rate filter
- Solution time
- Reaction model for LRM
- Reaction exponents setter