Robyn: An Async Python Web Framework with a Rust Runtime
25 min

Robyn: An Async Python Web Framework with a Rust Runtime

PyCon - PyCon US 2023
Sanskar Jethi
python rust web-framework async performance api-development community-building robyn
Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.
29 min

Vectorize all the things! Using linear algebra and NumPy to make your Python code lightning fast.

PyCon - PyCon US 2023
Jodie Burchell
python numpy linear-algebra performance vectorization algorithms scientific-computing data-analysis
How we are making CPython faster. Past, present and future.
30 min

How we are making CPython faster. Past, present and future.

PyCon - PyCon US 2023
Mark Shannon
cpython performance optimization python interpreter programming-languages compiler runtime
Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm
30 min

Quicksort, Timsort, Powersort - Algorithmic ideas, engineering tricks, and trivia behind CPython's new sorting algorithm

PyCon - PyCon US 2023
Sebastian Wild
python cpython algorithms sorting timsort quicksort powersort performance optimization mergesort
Trying No GIL on Scientific Programming
30 min

Trying No GIL on Scientific Programming

PyCon - PyCon US 2023
Cheuk Ting Ho
python gil scientific-programming data-science performance multithreading cpu-bound sam-gross cpython pca clustering scikit-learn pandas
Working Around the GIL with asyncio
45 min

Working Around the GIL with asyncio

PyCon - PyCon US 2023
Łukasz Langa
python asyncio gil multiprocessing shared-memory concurrency parallelism data-processing performance python-3.11 event-loop
Improving Debuggability of Complex Asyncio Applications
30 min

Improving Debuggability of Complex Asyncio Applications

PyCon - PyCon US 2023
Joongi Kim
python asyncio debugging observability performance tooling terminal-ui tui task-management monitoring
Introducción a FastAPI
30 min

Introducción a FastAPI

PyCon - PyCon US 2023
Sebastián Ramírez
fastapi python api-development web-framework type-annotations pydantic starlette documentation data-validation performance async-programming
Building NumPy Arrays from CSV Files, Faster than Pandas
27 min

Building NumPy Arrays from CSV Files, Faster than Pandas

PyCon - PyCon US 2023
Christopher Ariza
python numpy pandas csv data-processing c-extensions performance data-modeling data-analysis staticframe
Python Profiling: State of the World
56 min

Python Profiling: State of the World

PyCon - PyCon US 2023
Shana Matthews Indragie Karunaratne
python profiling performance cpu-profiling sampling-profilers deterministic-profilers flame-graphs flame-charts cprofile spy observability debugging
Advancements in High-Performance AI/ML through PyTorch's Python Compiler
25 min

Advancements in High-Performance AI/ML through PyTorch's Python Compiler

PyCon - PyCon US 2023
Sam Gross Justin Jeffress Suraj Subramanian
pytorch python ai ml compiler performance gpu deep-learning jit dynamo triton
Python & Bloomberg: An Open Source Duo
58 min

Python & Bloomberg: An Open Source Duo

PyCon - PyCon US 2023
Pradyun Gedam Bernat Gabor Laszlo Kiss Kollar Mario Corchero Matt Wozniski Pablo Galindo Salgado
python open-source bloomberg packaging pip cpython performance profiling memory-profiler developer-tooling troubleshooting biostack