Pyswarms v2.0.0 - Githubissues

Complete overhaul of the codebase

Update to python 3.10
Replace setup.py with pyproject.toml
Add type annotations everywhere
Decrease the number of lines by ~1.5k by removing duplicate code and comments
Refactor optimizers, extract main loop logic into multiple functions in single base class
Replace attrs lib with dataclasses
Refactor handlers into separate classes with factories
Re-implement boundaray handlers to be more efficient
Make boundaries support scalar values
Create VelocityUpdater class with full responsibility for particle velocities
Create PositionUpdater class with full responsibility for particle positions
Use poetry for dependency management
Use loguru for logging
Considerably speed up the tests
Make GridSearch and RandomSearch more flexible by allowing for multiple topologies in a search

Bugs fixed:

Fix incorrect dynamic warning in topology class
The random boundary strategy would set all out of bounds particles to the same position
Allow Tuple[float,float] for position and velocity bounds - #512_
Fix inhomogenous arrays in topologies - #516_
Make all tests pass

ljvmiranda921 / pyswarms