Plug Life Into Your Codebase: Making an Established Python Codebase Pluggable
27 min

Plug Life Into Your Codebase: Making an Established Python Codebase Pluggable

PyCon - PyCon US 2023
Bianca Henderson
python plugin-architecture codebase software-design frameworks libraries conda api-design extensibility
Manage Your SCM Security Using Python Open Policy Agent (OPA) Client
27 min

Manage Your SCM Security Using Python Open Policy Agent (OPA) Client

PyCon - PyCon US 2023
Natalie Serebryakova
scm-security python open-policy-agent opa ci-cd governance compliance security-controls gitlab github policy-management
Simulaciones moleculares reproducibles con la ayuda de Python
34 min

Simulaciones moleculares reproducibles con la ayuda de Python

PyCon - PyCon US 2023
Iván Pulido
python molecular-dynamics scientific-computing openmm openmmtools perses biomolecules machine-learning drug-discovery computational-chemistry protein-databank force-fields
Interfaces Low-code con QT y su integración con Python
22 min

Interfaces Low-code con QT y su integración con Python

PyCon - PyCon US 2023
Daniel Hernández Méndez
python qt gui-development low-code ui-design cross-platform pyqt qt-designer python-gui
XGBoost para Clasificación: Construyendo Modelos Precisos y Eficientes
36 min

XGBoost para Clasificación: Construyendo Modelos Precisos y Eficientes

PyCon - PyCon US 2023
Laura Funderburk
xgboost classification machine-learning python data-science model-building hyperparameter-tuning feature-importance gradient-boosting wine-quality
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
Rethinking Objects
33 min

Rethinking Objects

PyCon - PyCon US 2023
Bruce Eckel
object-oriented-programming encapsulation code-reuse functional-programming library-design software-design programming-paradigms
How Memory Profilers Work
31 min

How Memory Profilers Work

PyCon - PyCon US 2023
Pablo Galindo Salgado
python memory-profiler memory-leaks performance-optimization data-transformation code-optimization memory-management allocation-patterns
Catching Tensor Shape Errors without Running Your Code
27 min

Catching Tensor Shape Errors without Running Your Code

PyCon - PyCon US 2023
Pradeep Srinivasan
machine-learning tensor-shapes type-checking python numpy pytorch debugging static-analysis ml-development broadcasting
Inside Your Web Framework: Intro to the ASGI Spec, Middleware and Apps
26 min

Inside Your Web Framework: Intro to the ASGI Spec, Middleware and Apps

PyCon - PyCon US 2023
Adrian Garcia Badaracco
asgi python web-framework middleware async event-driven-programming uvicorn api debugging application-lifecycle
You *Can* Take It With You: Packaging Your Python Code with Briefcase
32 min

You *Can* Take It With You: Packaging Your Python Code with Briefcase

PyCon - PyCon US 2023
Russell Keith-Magee
python packaging briefcase app-distribution cross-platform macos windows linux ios android web
A Per-Interpreter GIL: Concurrency and Parallelism with Subinterpreters
31 min

A Per-Interpreter GIL: Concurrency and Parallelism with Subinterpreters

PyCon - PyCon US 2023
Eric Snow
python concurrency parallelism gil subinterpreters python-3.12 programming-languages performance-optimization