7 Tips To Structure Your Python Data Science Projects

This video will cover 7 tips to streamline the structure of your Python data science projects. With the right setup and thoughtful software design, you'll be able to modify and enhance your projects more efficiently.

https://www.youtube.com/watch?v=xVuqDBCQAYc

Python obfuscation traps

In the realm of software development, open-source tools and packages play a pivotal role in simplifying tasks and accelerating development processes. Yet, as the community grows, so does the number of bad actors looking to exploit it. A recent example involves developers being targeted by seemingly legitimate Python obfuscation packages that harbor malicious code.

https://checkmarx.com/blog/python-obfuscation-traps/

Database generated columns: Django & SQLite

An introduction to database generated columns, using SQLite and the new GeneratedField added in Django 5.0.

https://www.paulox.net/2023/11/07/database-generated-columns-part-1-django-and-sqlite/

DeepSeek-Coder

Let the Code Write Itself.

https://github.com/deepseek-ai/DeepSeek-Coder

How to Profile Asyncio Programs

You can profile slow asyncio programs to discover coroutines that occupy most of the runtime and ...

https://superfastpython.com/profile-asyncio-programs/

Debugging CSRF Failed / 403 Forbidden errors in Django

A guided deep dive into Django's source code to understand why your application is failing CSRF validation.

https://www.better-simple.com/django/2023/11/04/debugging-csrf-error-in-production/

giskard

The testing framework for ML models, from tabular to LLMs.

https://github.com/Giskard-AI/giskard

Everything You Can Do with Python's bisect Module

Learn how to optimize search and keep your data sorted in Python with the "bisect" module.

https://martinheinz.dev/blog/106

The most performant timestamp functions in Python: EXTENDED

Part 2 of different timestamp functions performance across Python versions and machine types. What is the fastest way to get the current time?

https://www.dataroc.ca/blog/most-performant-timestamp-functions-python-2

error-links

Adds helpful links to the REPL when an exception happens.

https://pypi.org/project/error-links/

lato

Python microframework for modular monoliths and loosely coupled apps.

https://github.com/pgorecki/lato

Hexabyte

A modern, modular, and robust TUI hex editor.

https://github.com/thetacom/hexabyte

RoboGen

A generative and self-guided robotic agent that endlessly propose and master new skills.

https://github.com/Genesis-Embodied-AI/RoboGen

Build an AI Tool to Summarize Books Instantly

Get the gist of any book without reading it cover to cover.

https://levelup.gitconnected.com/build-an-ai-tool-to-summarize-books-instantly-828680c1ceb4

autollm

Ship RAG based LLM web apps in seconds.

https://github.com/safevideo/autollm

tiger

Open Source LLM toolkit to build LLM applications. TigerRAG (embedding, RAG), TigerTune (fine-tuning), TigerArmor (AI safety).

https://github.com/tigerlab-ai/tiger

What's with ML software and pickles?

The article discusses the author's evolving perspective on the use of Python's pickle module in the machine learning ecosystem. It highlights the issues, security concerns, and brittleness associated with pickle, offering insights into the reasons behind its widespread usage and the challenges it addresses in the machine learning field.

https://blog.nelhage.com/post/pickles-and-ml

New goodies in Django 5.0

The article highlights the new features added in Django 5.0.

https://fly.io/django-beats/new-goodies-in-django-50/