Tools for Python HPC

Subsets or supersets of the Python language.

Python inspired language¶

• Cython

• Taichi

• Triton

• Codon

• Mojo

Python and Python-Numpy compilers¶

• Pythran (transpiler to C++, AOT)

• Numba (Python Numpy JIT compiler based on LLVM)

• Pyccel (transpiler to Fortran)

• Mypyc (transpiler to C)

• Grumpy (transpiler to Go)

• LPython

• hope (transpiler to C++, JIT)

Meta accelerators¶

• Compyle

• Transonic

Table of contents¶

• Cython
• Pythran
• Numba
• JAX
• Codon