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Articles from
pythonspeed.com
The wrong way to speed up your code with Numba
(
pythonspeed.com
)
27 days ago
Not just NVIDIA: GPU programming that runs everywhere
(
pythonspeed.com
)
2024-2-28
Nvidia
programming
Jevons Paradox doesn't always apply to software
(
pythonspeed.com
)
2024-2-28
Not just NVIDIA: GPU programming that runs everywhere
(
pythonspeed.com
)
2024-2-14
Nvidia
programming
Profiling your Numba code
(
pythonspeed.com
)
2024-1-31
Beware of misleading GPU vs CPU benchmarks
(
pythonspeed.com
)
2024-1-18
NumPy 2 is coming: preventing breakage, updating your code
(
pythonspeed.com
)
2024-1-10
NumPy
When should you upgrade to Python 3.12?
(
pythonspeed.com
)
2024-1-8
Python
How many CPU cores can you actually use in parallel?
(
pythonspeed.com
)
2023-12-19
Using Polars in a Pandas world
(
pythonspeed.com
)
2023-12-1
Pandas
Two kinds of threads pools, and why you need both
(
pythonspeed.com
)
2023-11-22
Speeding up Cython with SIMD
(
pythonspeed.com
)
2023-10-31
Speeding up Cython with SIMD
(
pythonspeed.com
)
2023-10-21
Faster, more memory-efficient Python JSON parsing with msgspec
(
pythonspeed.com
)
2023-8-31
Python
JSON
The easiest way to speed up Python with Rust
(
pythonspeed.com
)
2023-7-11
Python
Rust
When NumPy is too slow
(
pythonspeed.com
)
2023-6-28
NumPy
Understanding CPUs can help speed up Numba and NumPy code
(
pythonspeed.com
)
2023-6-9
NumPy
Choosing a good file format for Pandas
(
pythonspeed.com
)
2023-5-25
Pandas
“Externally managed environments”: when PEP 668 breaks pip
(
pythonspeed.com
)
2023-5-20
Polars for initial data analysis, Polars for production
(
pythonspeed.com
)
2023-4-7
Data Analysis
Staying secure by breaking Docker caching
(
pythonspeed.com
)
2023-4-1
Docker
Cache
Speeding up text processing in Python (is hard)
(
pythonspeed.com
)
2023-3-24
Python
Python's multiprocessing performance problem
(
pythonspeed.com
)
2023-2-18
Python
Don't bother trying to estimate Pandas memory usage
(
pythonspeed.com
)
2023-2-2
Pandas
float64 to float32: Saving memory without losing precision
(
pythonspeed.com
)
2023-1-28
Some reasons to avoid Cython
(
pythonspeed.com
)
2023-1-20
Why Polars uses less memory than Pandas
(
pythonspeed.com
)
2023-1-13
Pandas
Faster hardware is a bad first solution to slow software
(
pythonspeed.com
)
2022-12-14
It's time to stop using Python 3.7
(
pythonspeed.com
)
2022-12-9
Python
Who controls parallelism? A disagreement that leads to slower code
(
pythonspeed.com
)
2022-11-16
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