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float64 to float32: Saving memory without losing precision

22 months ago pythonspeed.com

Why Polars uses less memory than Pandas

22 months ago pythonspeed.com

Some reasons to avoid Cython

22 months ago pythonspeed.com cython python

It’s time to stop using Python 3.7

23 months ago pythonspeed.com python

Good old-fashioned code optimization never goes out of style

24 months ago pythonspeed.com

Who controls parallelism? A disagreement that leads to slower code

24 months ago pythonspeed.com

Early speed optimizations aren’t premature

2 years ago pythonspeed.com

Faster hardware is a bad first solution to slow software

2 years ago pythonspeed.com

Find slow data processing tasks (before your customers do)

2 years ago pythonspeed.com

Finding performance problems: profiling or logging?

2 years ago pythonspeed.com

Invasive procedures: Python affordances for performance measurement

2 years ago pythonspeed.com python

The best way to find performance bottlenecks: observing production

2 years ago pythonspeed.com

Finding performance bottlenecks in Celery tasks

2 years ago pythonspeed.com

The limits of Python vectorization as a performance technique

2 years ago pythonspeed.com python

Why new Macs break your Docker build, and how to fix it

2 years ago pythonspeed.com docker

Pandas vectorization: faster code, slower code, bloated memory

2 years ago pythonspeed.com

Making pip installs a little less slow

2 years ago pythonspeed.com

CPUs, cloud VMs, and noisy neighbors: the limits of parallelism

2 years ago pythonspeed.com

Faster, more memory-efficient Python JSON parsing with msgspec

2 years ago pythonspeed.com json python

When Python can’t thread: a deep-dive into the GIL’s impact

2 years ago pythonspeed.com python

Speeding up software with faster hardware: tradeoffs and alternatives

2 years ago pythonspeed.com

Please stop writing shell scripts

2 years ago pythonspeed.com

Processing large JSON files in Python without running out of memory

2 years ago pythonspeed.com json python

Faster Python calculations with Numba: 2 lines of code, 13× speed-up

2 years ago pythonspeed.com python

The fastest way to read a CSV in Pandas

2 years ago pythonspeed.com csv

How vectorization speeds up your Python code

2 years ago pythonspeed.com python

CentOS 8 is dead: choosing a replacement Docker image

2 years ago pythonspeed.com centos docker

Creating a better flamegraph visualization

2 years ago pythonspeed.com

Why your multiprocessing Pool is stuck (it’s full of sharks!)

2 years ago pythonspeed.com

It’s time to stop using Python 3.6

2 years ago pythonspeed.com python

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