Cython
Numba
PyInstaller
nuitka
cx_Freeze
PyPy
py2exe
bbfreeze
PerceptiLabs
Aquarium
Scale Nucleus
ML Image Classifier
Google Cloud TPUs
ModelDepot
Dioptra
Pretrained AI
Cython PerceptiLabsBased on our record, Cython seems to be more popular. It has been mentiond 47 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Https://cython.org can help with that. - Source: Hacker News / 2 months ago
The approach that I favour is to use Cython. The nice thing with this approach is that your code is still written as (almost) Python, but so long as you define all required types correctly it will automatically create the C extension for you. Early versions of Cython required using Cython specific typing (Python didn't have type hints when Cython was created), but it can now use Python's type hints. Source: about 1 year ago
Just for reference, * Nuitka[0] "is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11." * Pypy[1] "is a replacement for CPython" with builtin optimizations such as on the fly JIT compiles. * Cython[2] "is an optimising static compiler for both the Python programming language and the extended Cython programming language... Makes writing C... - Source: Hacker News / about 1 year ago
Profile and optimize the hotspots with cython (or whatever the cool kids are using these days... It's been a while.). Source: about 1 year ago
JIT essentially means generating machine code for the language on the fly, either during loading of the interpreter (method JIT), or by profiling and optimizing hotspots (tracing JIT). The language itself can be statically or dynamically typed. You could also compile a dynamic language ahead of time, for example, cython. Source: about 1 year ago
Numba - Numba gives you the power to speed up your applications with high performance functions written...
Aquarium - Improve ML models by improving datasets they’re trained on
PyInstaller - PyInstaller is a program that freezes (packages) Python programs into stand-alone executables...
Scale Nucleus - The mission control for your ML data
nuitka - Nuitka is a Python compiler.
ML Image Classifier - Quickly train custom machine learning models in your browser
