Explains how to restrict attribute assignment in Python classes to prevent typos and enforce defined attributes, using a real-world example.
Explains scripting languages, their key differences from compiled programming languages, and their common uses in web development.
A guide to using IPython for debugging Python code, covering techniques like embedding sessions and moving beyond simple print statements.
A guide with practical heuristics for converting ggplot2 (R) visualization code to plotnine (Python) code, including syntax and style differences.
Author announces the 3rd edition of Python Machine Learning, featuring TensorFlow 2.0 updates and a new chapter on Generative Adversarial Networks.
Announcing the 3rd edition of Python Machine Learning, updated for TensorFlow 2.0 and featuring a new chapter on Generative Adversarial Networks (GANs).
A tutorial on using Plotnine, a Python data visualization library based on the grammar of graphics, translated from the ggplot2 R tutorial.
A tutorial on creating custom GitHub Actions using Python, covering workflow setup, Docker containerization, and publishing to the marketplace.
A tutorial on Probability and Statistics concepts, from basics to generalized linear models, presented at PyData NYC with Python examples.
Authors of scikit-learn receive a major scientific prize, highlighting a cultural shift towards recognizing open-source software as valuable academic contribution.
A guide on preventing accidental global Python package installations by disabling pip outside of virtual environments.
Analyzes how major software changes like Python 3 and asyncio can be 'traumatic' for developer communities, causing wasted effort and code rot.
A tutorial on profiling Python applications running inside Docker containers using the py-spy tool to generate flame graphs.
A talk on using Python to efficiently process and analyze large datasets from mass spectrometry, presented at a Python Frederick event.
A technical guide on using Python's AST module to find the function, method, or class a specific line of code belongs to, given a filename and line number.
A talk on building a web service with Django and PostgreSQL to manage and aggregate YouTube channel revenue data via Google's APIs.
A speaker's review of PyGotham 2019, covering talk quality, event organization, and highlights like a talk on web archiving tools.
An analysis and English translation of Jacek Kaczmarski's poem 'The Statues', exploring the legacy of tyranny.
A guide to creating, installing, and using IPython extensions to customize and enhance the IPython interactive shell.
A tutorial on sending emails in Python using SMTP, covering setup, testing servers, and sending HTML emails with attachments.
