#pythran search results
🚀 Python too slow for science? Try Pythran! It magically compiles Python→C++ for blazing speed—no code changes! Just add #pythran hints. open.substack.com/pub/pythonlibr…
Thanks #Pythran people for being so polite: WARNING: Compilation error, trying hard to find its origin... WARNING: Nop, I’m going to flood you with C++ errors!
#Pythran is an ahead of time compiler for a subset of the #Python language, with a focus on #ScientificComputing pythran.readthedocs.io/en/latest/ #AI #DataScience #Analytics #DataAnalyisis #libatlas #numpy
Had a great time at #SciPy2021 yesterday, best virtual conference experience I've had so far! Gave a talk together with Serge Guelton on using #Pythran in #SciPy to make it easier to write fast kernels, here are the slides if you're curious: slideshare.net/RalfGommers/bu….
slideshare.net
Building SciPy kernels with Pythran
1. #PyPy, #Numba, #Pythran & #Transonic with some changes in the original code improves performance remarkably. 2. Reduction in time to solution compensates for increased power requirement for multithreading. Article: rdcu.be/ciO0J Code:… pythondevs.social/notice/A6ZhFgG…
"Reducing the ecological impact of computing through education and Python compilers". Excellent read by @pierre_augier, @cfbolz, and Serge Guelton, in @nature. Featuring the #Pythran open-source project! nature.com/articles/s4155…
nature.com
Reducing the ecological impact of computing through education and Python compilers
Nature Astronomy - Reducing the ecological impact of computing through education and Python compilers
Do not hesitate to have a look at github.com/xtensor-stack/…. Not saying you should switch to it,but you could pick up ideas there. It is well maintained and used by #Xtensor #Pythran and #ApacheArrow.
Oh, I was just working on a benchmark experiment on the n-body planets algorithm, in particular with Python implementations (using different accelerators/interpreters, #Transonic #Pythran @numba_jit @pypyproject), see github.com/paugier/nbabel
Pythran just released its long-awaited update: 0.9.7. Here's the changelog: github.com/serge-sans-pai… #pythran
Basic Value Range Analysis #pythran serge-sans-paille.github.io/pythran-storie…
Did you know you easily install the @vaex_io DataFrame library on @kaggle kernels and accelerate computations via @numba_jit , #Pythran and #CUDA. On their GPU instances @kaggle use @nvidia Tesla P100 GPUs, with a dual core CPU. (1/3)
Are the slides available anywhere? I'd love to read them! Were #Pythran and #Transonic mentioned? People interested by the subject (Tools for high performance Python) should read this text tiny.cc/transonic-visi… @ianozsvald #PyDataCambridge
@numba_jit #cython #pythran @scikit_learn @scikitbio @statsmodels @pymc_devs @astropy @Biopython @SunPyProject @poliastro_py #scikitimage @jnuneziglesias @pyOpenSci @SciPyTip
Transonic 0.4.0 is on PyPI and @condaforge. Much better than the previous version legi.grenoble-inp.fr/people/Pierre.… ! Easily accelerate #Python #NumPy code with @numba_jit #Pythran and #Cython. transonic.readthedocs.io @pyfluiddyn
Set of tutorials for high performance computing with python, applied to crystallography @SciPyTip @esrfsynchrotron #python #numexpr #pythran #cython #numba journals.iucr.org/j/issues/2019/…
Great slides! For HPC with Python/Numpy, don't forget #pythran, which can be much faster than #numba. Super easy to use with transonic.readthedocs.io Just few `@boost` and `@jit` can make numerical codes super efficient.
We intend to integrate with #pythran at some point. About Numba I have no clue, but it might be a lot better at this point if you do not need full Python compatibility, but seriously I don't know. Mid term I would expect us to overtake what they do once we do PGO and JIT too.
Beniget is used by Transonic (transonic.readthedocs.io), a pure Python package to accelerate Python-Numpy numerical kernels with different accelerators, in particular #pythran. Soon compatible with @numba_jit and #cython !
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