PyVideo.org · PyCon US 2024 (original) (raw)
A low latency deepdive of Python with Cython
AI, IP, and Your Code: What Developers Need to Know
Building a JIT compiler for CPython
Building FPGA-based Machine Learning Accelerators in Python
Closing
Connecting Old to New with CircuitPython: Retrocomputer input devices on modern PCs
Graphs and Vogue Dance: using data structures to create choreographies
How two undergrads from the other side of the planet are speeding up your future code
Keynote - Kate Chapman
Keynote - Sumana Harihareswara
Lightning Talks - May 19, 8am
Open Source Robotics with Python: Learn Robotics with No Robot Required
PSF - Meet our Security Engineers
Python Software Foundation Update
Rest Easy with Jupyrest: Deploy notebooks as web services
SPy (Static Python) lang: fast as C, Pythonic as Python
Steering Council Panel
Sync vs. Async in Python: Tools, Benchmarks, and ASGI/WSGI Explained
Unlocking the Parallel Universe: Subinterpreters and Free-Threading in Python 3.13
Building a Rusty path validation library for PyCA Cryptography
Clasificación de violencia mediante análisis de audio y embeddings
Combining Django ORM & FastAPI in a Single App
Computational Origami
Construyendo Puentes en Diversidad, Equidad e Inclusión en Open Source
CPython's Compilation Pipeline
Creative Coding with py5, the Python version of Processing
Demystifying AsyncIO: Building Your Own Event Loop in Python
Diversity & Inclusion Panel
Embeddings, transfer learning y más: LLM a tu medida
Eternal sunshine of the spotless development environment
Event-Driven asyncio: A Case Study of Trio's API
Everything is a graph, including LLM Applications (and that’s handy)
Explicando el sistema de un vehículo autónomo con Python.
Friends don't let friends package alone
Functional Error Handling
Hacking `import` for speed: how we wrote a GPU accelerator for pandas
Having fun with pydantic and pattern matching
How Python Harnesses Rust through PyO3
Hybrid Quantum-Classical Machine Learning using Qiskit
Improve Your ML Projects: Embrace Reproducibility and Production Readiness with Kedro
Keynote - Simon Willison
Lies, damned lies and large language models
Lightning Talks - May 18, 5pm
Lightning Talks - May 18, 8am
Making Python safer than ever
Measuring the performance of CPython
NetworkX is Fast Now: Graph Analytics Unleashed
Observabilidad en Python para principiantes
Open Source Industrial Control: Turning 2,800 Tons of Metal with Python and Flask
Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars
Proyecto Centinela: Seguridad en el hogar usando Raspberry Pi y Tensorflow
Python and Data Storytelling to the Rescue: Let's Avoid More Deaths by PowerPoint
Python and SQL: Better Together, Powered by DuckDB
¿Qué pasa, calabaza(_bot)? Ingenería de datos para mi salud mental
Speed is Not All You Need for Data Processing
Testing Data Pipelines
Trust Fall: Three Hidden Gems in MLFlow
Usando Python en una oficina tradicional
Using Python to assess landslide risk: A matter of life and death
Visual Data Storytelling with Blender and Python
Weaving algorithms: the threads that bind the python and textile communities
Acknowledging Women’s Contributions in the Python Community Through Podcast
Apache Arrow - El format columnar! Lo cualo?
Build a data visualization app for your phone
Build in-browser 3D experiences with WebGL and PyScript
Enhancing Decorators with Type Annotations: Techniques and Best Practices
Extensible Python: Robustness Through Addition
Facilitar la comprensión de un análisis de neuroimágenes 🧠
Geospatial Validations Using FastAPI and PostGIS
Hackeando el Pensamiento: Traduciendo Señales Eléctricas del Cerebro en Acciones a través de Modelos LLM.
Hatch: The only tool you need
How to amplify diversity inside a Python community?
Keynote - Jay Miller
Lightning Talks - May 17, 6pm
LSP Demystified - How to write an LSP server in Python
Making Beautiful, Publication Quality Tables in Python is Possible in 2024
Making Your Documentation Interactive with PyScript
Mock It Till You Make It: How to Verify Your External Mocks Without Ever Leaving Unittest
Modern binary build systems
Near Zero-Overhead Python Code Coverage
PEP 683: Immortal Objects - A new approach for memory managing
¡Pero si funciona en mi computadora! Cómo lograr que nuestros análisis de datos sean reproducibles
Personalizando LLMs: Guía para “Fine-Tuning” local de modelos Open Source en Español
Porque SQL está en todas partes.
Profiling at the speed of light
Pydantic Power-up: Performance Tips for Lightning-Fast Python Applications
pytest for unittesters
Rewind: Python Time-Travel Debugger
Ruff: An Extremely Fast Python Linter and Code Formatter, Written in Rust
Seeing is Believing - Using Diagrams to Communicate Complex Ideas with Python
The Design of Everyday APIs
There and Back Again: Reverse Engineering Python Binaries
Times and dates in Pandas
Welcome
You've got trust issues, we've got solutions: Differential Privacy
All about decorators
An Introduction to Simulation And Ansys For Developers (Sponsor: Ansys)
Avoid the top 5 web data pitfalls when developing AI models (Sponsor: Bright Data)
Blockchain now speaks Python: How to use it on Algorand to build real solutions (Sponsor: Algorand)
Build a cross-platform app with BeeWare
Build an Intelligent Python App, No Infra Hassles! (Sponsor: Microsoft)
def test_crash_course_with_pytest():
Finding the needle: a deep dive into the rewriting of Haystack (Sponsor: Haystack)
From RAGs to riches: Build an AI document inquiry web-app
Functional Python
Fundamentals of API security with Python
Gathering data from the web using Python
Introducing Pydantic's new platform (Sponsor: Pydantic)
Monitoring carbon emissions: making the impact of your python code visible
Navigating the AI Labyrinth in Higher Education (Sponsor: Western Governors University)
No Data? No Problem: Zero-Data Model Training with Foundational Models (Sponsor: Covalent)
No More Raw SQL: SQLAlchemy, ORMs & asyncio
Pointers in Python
Python Code vs. Pythonic Code: What Experienced Developers Find Challenging About Learning Python (Sponsor: Bloomberg)
Python in Cloudflare Workers – Running Pyodide on the Edge (Sponsor: Cloudflare)
Python Powered Serverless Observability (Sponsor: Capital One)
Python Workflows to Extract and Plot Satellite Data Products along Tracks
Rethinking How We're Linking: What to do when speeding things up slows them down (Sponsor: Meta)
State of Python Supply Chain Security (Sponsor: Alpha-Omega)
The open book of Snowflake's AI research: A look inside our generative AI innovations (Sponsor: Streamlit)
Tread Lightly: Leave Shallower Footprints When Building and Testing Your Python Project (Sponsor: Fastly)
Advanced Streamlit for Python Developers
🐍 Building an Interactive 🕸️ Network Graph 🕸️ to Understand Communities 👩🏽💻
🌐 Building Your First API with Django and Django Rest Framework
Effective Data Visualization
How To Build More Accessible Websites with Wagtail
Introduction to Ibis: blazing fast analytics with DuckDB, Polars, Snowflake, and more, from the comfort of your Python repl.
Introduction to MicroPython: getting started with BBC micro:bit
PyO3 101 - Writing Python modules in Rust
The Fundamentals of Modern Deep Learning with PyTorch
The Pokémon trainer's guide to pandas and matplotlib
