🤔 Can a library that computes on compressed data actually outperform performance heavyweights like NumPy and NumExpr?

Find some surprising answers 👉 www.blosc.org/posts/roofli...

During the walk, I'm also introducing a funny anecdote back when NumPy was a 👶

Enjoy!

#Blosc2 #HPC #NumPy #Numexpr

NumExpr: The “Faster than Numpy” Library Most Data Scientists Have Never Used | Towards Data Science A comparative performance test with NumPy

Want faster NumPy without rewriting your code?

Meet NumExpr — a hidden gem that supercharges numerical expressions using multi-threading & clever optimisation. It’s faster. It’s lightweight, and you’ve probably never heard of it.

towardsdatascience.com/numexpr-the-...

#Python #NumPy #NumExpr

Easily evaluate polynomial expressions of #Numpy arrays with 'numexpr.evaluate('x**3 + x**2 - 2*x') #python #numexpr #euroscipy