Numerics

• Numpy 10x faster than Python List
• JAX 8x faster than Numpy with JIT

Data Classes

• CachedProperty Cache properties of classes

Distributed computing

• Ray Distribut calculation over muliple cpus or machines
• faster-fifo multiprocessing.Queue (IPC FIFO queue). Up to 30x faster in some configurations.

Interpreter

• Python 3.11 1.25x faster than Python 3.10

Benchmark current performance

• SnakeViz with Python Profiler

Image Manipulation

• OpenCV Fast image manipulations

Graph Calculations

• igraph Extreme fast graph implementation for e.g. A* calculation