Unit testing your code’s performance, part 1: Big-O scaling
Your software’s speed needs some form of testing; big-O scaling is a good starting point.
https://pythonspeed.com/articles/big-o-tests/
Your software’s speed needs some form of testing; big-O scaling is a good starting point.
https://pythonspeed.com/articles/big-o-tests/
Python⇒Speed
Unit testing your code’s performance, part 1: Big-O scaling
Your software’s speed needs some form of testing; big-O scaling is a good starting point.
Recent optimizations in Python's Reference Counting
CPython 3.14+ introduced LOADFASTBORROW, a bytecode optimization that skips reference count increments when loading local variables in hot loops, using static lifetime analysis to ensure safety. This reduces memory management overhead in performance-critical code like tight loops, mimicking Rust-style borrowing while preserving Python's reference counting model, with further JIT optimi...
https://rushter.com/blog/python-refcount/
CPython 3.14+ introduced LOADFASTBORROW, a bytecode optimization that skips reference count increments when loading local variables in hot loops, using static lifetime analysis to ensure safety. This reduces memory management overhead in performance-critical code like tight loops, mimicking Rust-style borrowing while preserving Python's reference counting model, with further JIT optimi...
https://rushter.com/blog/python-refcount/
Artem Golubin
Recent optimizations in Python's Reference Counting
An overview of recent optimizations in Python's reference counting.
PennyLane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.
https://github.com/PennyLaneAI/pennylane
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.
https://github.com/PennyLaneAI/pennylane
GitHub
GitHub - PennyLaneAI/pennylane: PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and…
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research. - GitHub - PennyLaneAI/pennylane: PennyLane...
SleepFM
A multimodal sleep foundation model that can predict 130 diseases from 1 night of sleep.
https://github.com/zou-group/sleepfm-clinical
A multimodal sleep foundation model that can predict 130 diseases from 1 night of sleep.
https://github.com/zou-group/sleepfm-clinical
GitHub
GitHub - zou-group/sleepfm-clinical
Contribute to zou-group/sleepfm-clinical development by creating an account on GitHub.
FastScheduler – Decorator-first Python task scheduler, async support
https://github.com/MichielMe/fastscheduler
https://github.com/MichielMe/fastscheduler
GitHub
GitHub - MichielMe/fastscheduler: Decorator-first Python scheduler — cron/interval/at jobs with simple persistence and built-in…
Decorator-first Python scheduler — cron/interval/at jobs with simple persistence and built-in run history. - MichielMe/fastscheduler
Pyinfra: Turns Python code into shell commands and runs them on your servers
https://github.com/pyinfra-dev/pyinfra
https://github.com/pyinfra-dev/pyinfra
GitHub
GitHub - pyinfra-dev/pyinfra: 🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands…
🔧 pyinfra turns Python code into shell commands and runs them on your servers. Execute ad-hoc commands and write declarative operations. Target SSH servers, local machine and Docker containers. Fas...