When Models Query Models
Explore a framework for large-scale engineering systems using notebook-encapsulated models, Docker containers, and REST APIs. Learn about model querying and dependency management for efficient design optimization.
Multithreaded Python without the GIL
Explore the "nogil" project's efforts to remove Python's Global Interpreter Lock, enabling efficient multithreaded programming while maintaining compatibility and performance.
`typing.Protocol` - Type Hints as Guido Intended
Explore static duck typing with `typing.Protocol`, combining flexibility and type safety in Python. Learn its origins, benefits, and best practices from Go's experience.
Czech Drought Monitoring System - A Journey from Manual Work to Global Drought Monitoring and Machine Learning, Powered by Python
Explore the journey of building a robust drought monitoring system using Python, geospatial tools, and data processing libraries for Czechia and Central Europe.
Classifying LEGO Bricks with Machine Learning
Explore the journey of creating a LEGO brick recognition application using Python, covering dataset creation, machine learning approaches, and practical insights for implementation.
LocalStack - Turbocharging Dev Loops and Team Collaboration for Cloud Applications
Optimize cloud development with LocalStack: a local AWS cloud stack for faster testing, debugging, and collaboration. Explore hands-on scenarios, integrations, and Python internals.
Python's Role in Unlocking the Secrets of the Universe with the James Webb Space Telescope
Explore how Python powers data processing for the James Webb Space Telescope, enabling groundbreaking discoveries about the Universe's origins, star formation, and exoplanets.
Python Packaging Automation - Auto-Publish to PyPI via Pull Requests
Streamline Python package releases with automated publishing to PyPI via pull requests, improving release frequency and empowering contributors to issue their own releases.
Working with Audio in Python - feat. Pedalboard
Explore digital audio processing in Python using Pedalboard, a powerful library that simplifies audio manipulation, file handling, and plugin integration for musicians and developers alike.
I Have to Confess, I Still Love Pandas
Discover the power of Pandas for data science workflows. Learn advantages, efficient usage techniques, and fundamental concepts to enhance your data manipulation skills.
HPy - A Better C API for Python
Explore HPy, a new C API for Python designed to improve performance, compatibility, and simplicity across implementations while enabling future CPython enhancements.
How We Are Supercharging F-Strings in Python 3.12
Discover the enhanced f-strings in Python 3.12, including their improved processing, new capabilities, and advantages for users and developers. Learn about the technical changes and implementation details.
Zero-Copy Zen - Boost Performance with Memory View
Explore zero-copy techniques in Python using memory view objects to optimize data transfer, minimize memory usage, and boost performance when working with large datasets, sockets, and memory profiling.
Threat to Life - Preventing Planned Murders with Python
Explore how Python-based deep learning models are used to detect life-threatening messages in intercepted communications, aiding law enforcement in preventing violent crimes and protecting potential victims.
Pydantic - Making Life Easier with Data Validation
Explore Pydantic's declarative syntax for simplified data validation in Python, ensuring accuracy and consistency in complex data structures while reducing errors and tedium.
pip install malware
Live demonstration of creating and installing malware from PyPI, highlighting security risks in package dependencies and emphasizing the importance of vigilance when using external libraries.
How We Are Making CPython Faster - Past, Present and Future
Explore CPython's performance improvements in Python 3.11 and future releases. Learn about streamlining techniques, speed-up strategies, and potential performance gains in upcoming versions.
Leveraging the Power of Django REST Framework's Renderers with HTMX
Explore the powerful combination of HTMX with Django REST Framework's flexible renderer system, unlocking new possibilities for dynamic web applications.
Unleashing the Power of dbt and Python for Modern Data Stack
Explore dbt integration with Python for modern data infrastructure. Learn best practices, tool integration, and complex data analysis using fal package, with real-world examples.
Asyncio Evolved - Enhanced Exception Handling with TaskGroup in Python 3.11
Explore Python 3.11's asyncio.TaskGroup() for improved exception and cancellation handling in asynchronous programming, addressing limitations of existing asyncio APIs.
Fighting Money Laundering with Python and Open Source Software
Explore Python-based techniques and open-source tools for detecting fraudulent transaction chains and providing insights to combat money laundering in financial investigations.