| 1. | | Testing the compiler optimizations your code relies on (pythonspeed.com) |
| 1 point by itamarst 3 months ago | past |
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| 2. | | 500× faster: Four different ways to speed up your code (pythonspeed.com) |
| 3 points by itamarst 5 months ago | past |
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| 3. | | Loading Pydantic models from JSON without running out of memory (pythonspeed.com) |
| 134 points by itamarst 7 months ago | past | 45 comments |
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| 4. | | The surprising way to save memory with BytesIO (pythonspeed.com) |
| 4 points by itamarst 11 months ago | past |
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| 5. | | Faster pip installs: caching, bytecode compilation, and uv (pythonspeed.com) |
| 2 points by itamarst 11 months ago | past |
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| 6. | | Catching memory leaks with your test suite (pythonspeed.com) |
| 3 points by itamarst 11 months ago | past |
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| 7. | | Reducing CO₂ emissions with faster software (pythonspeed.com) |
| 3 points by itamarst on Dec 9, 2024 | past |
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| 8. | | Using portable SIMD in stable Rust (pythonspeed.com) |
| 1 point by itamarst on Nov 12, 2024 | past |
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| 9. | | Beyond multi-core parallelism: faster Mandelbrot with SIMD (pythonspeed.com) |
| 4 points by itamarst on Sept 30, 2024 | past |
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| 10. | | Let's build and optimize a Rust extension for Python (pythonspeed.com) |
| 4 points by itamarst on Sept 16, 2024 | past |
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| 11. | | It's time to stop using Python 3.8 (pythonspeed.com) |
| 5 points by itamarst on Sept 13, 2024 | past | 5 comments |
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| 12. | | Running 15× faster with a situation-specific algorithm (pythonspeed.com) |
| 4 points by itamarst on May 30, 2024 | past |
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| 13. | | Jevons Paradox doesn't always apply to software (pythonspeed.com) |
| 2 points by itamarst on Feb 27, 2024 | past |
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| 14. | | Not just Nvidia: GPU programming that runs everywhere (pythonspeed.com) |
| 1 point by itamarst on Feb 13, 2024 | past |
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| 15. | | Profiling your Numba code (pythonspeed.com) |
| 67 points by itamarst on Jan 30, 2024 | past | 23 comments |
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| 16. | | Beware of misleading GPU vs. CPU benchmarks (pythonspeed.com) |
| 3 points by itamarst on Jan 17, 2024 | past | 1 comment |
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| 17. | | How many CPU cores can you use in parallel? (pythonspeed.com) |
| 183 points by itamarst on Dec 18, 2023 | past | 98 comments |
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| 18. | | Using Polars in a Pandas World (pythonspeed.com) |
| 2 points by itamarst on Nov 30, 2023 | past |
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| 19. | | Two kinds of threads pools, and why you need both (pythonspeed.com) |
| 2 points by itamarst on Nov 21, 2023 | past |
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| 20. | | Speeding Up Cython with SIMD (pythonspeed.com) |
| 1 point by itamarst on Oct 20, 2023 | past |
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| 21. | | Speeding up Floyd-Steinberg dithering: an optimization exercise (pythonspeed.com) |
| 2 points by itamarst on Sept 20, 2023 | past | 1 comment |
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| 22. | | The easiest way to speed up Python with Rust (pythonspeed.com) |
| 5 points by itamarst on July 10, 2023 | past |
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| 23. | | When NumPy is too slow (pythonspeed.com) |
| 5 points by itamarst on June 27, 2023 | past |
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| 24. | | Python 3.7: 30% of PyPI downloads, end of life in 3 weeks (pythonspeed.com) |
| 1 point by itamarst on June 12, 2023 | past |
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| 25. | | Understanding CPUs can help speed up Numba and NumPy code (pythonspeed.com) |
| 3 points by itamarst on June 8, 2023 | past | 2 comments |
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| 26. | | Choosing a good file format for Pandas (pythonspeed.com) |
| 2 points by itamarst on May 24, 2023 | past |
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| 27. | | “Externally managed environments”: when PEP 668 breaks pip (pythonspeed.com) |
| 6 points by itamarst on May 5, 2023 | past |
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| 28. | | Polars for initial data analysis, Polars for production (pythonspeed.com) |
| 2 points by itamarst on April 6, 2023 | past |
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| 29. | | Staying secure by breaking Docker caching (pythonspeed.com) |
| 1 point by itamarst on March 31, 2023 | past |
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| 30. | | Speeding up text processing in Python (is hard) (pythonspeed.com) |
| 5 points by itamarst on March 23, 2023 | past | 1 comment |
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| More |
