PythonHub

Build a SaaS App with Django, Stripe, Neon PostgreSQL, TailwindCSS, GitHub Actions This video is a Python tutorial that teaches how to build a SaaS app with Django, Stripe, Neon PostgreSQL, TailwindCSS, and GitHub Actions. It covers topics like Django web development, sending emails, user authentication, deployment, database integration, static files, and subscription management. https://www.youtube.com/watch?v=WbNNESIxJnY

llama-zip LLM-powered lossless compression tool. https://github.com/AlexBuz/llama-zip

Cracking the Scheduling Code in Hay Day Learn how to solve the scheduling problem in the Hay Day game using Mixed-integer linear programming and Google OR-Tools. https://thinhcorner.com/blog/hayday-game-schedule

Python 3.12.4 released https://pythoninsider.blogspot.com/2024/06/python-3124-released.html

Optimal SQLite settings for Django The article provides optimal SQLite settings for Django applications, aimed at enhancing performance and reliability for smaller deployments. It includes specific PRAGMA configurations and a simple backup strategy, highlighting the potential of SQLite when correctly tuned for production use. https://gcollazo.com/optimal-sqlite-settings-for-django/

StreamSpeech is an “All in One” seamless model for offline and simultaneous speech recognition, speech translation and speech synthesis. https://github.com/ictnlp/StreamSpeech

Python in Visual Studio Code – June 2024 Release This release includes the following announcements: https://devblogs.microsoft.com/python/python-in-visual-studio-code-june-2024-release/

pdm-project / pdm A modern Python package and dependency manager supporting the latest PEP standards https://github.com/pdm-project/pdm

Let's reproduce GPT-2 (124M) In this video, Andrej Karpathy demonstrates how to reproduce the GPT-2 (124M) model, covering topics like parameter sharing, model initialization, mixed precision training, optimizations like flash attention, and hyperparameter tuning. https://www.youtube.com/watch?v=l8pRSuU81PU

LLaVA-VL / LLaVA-NeXT https://github.com/LLaVA-VL/LLaVA-NeXT

Burr Burr makes it easy to develop applications that make decisions (chatbots, agents, simulations, etc...) from simple python building blocks. https://github.com/dagworks-inc/burr

Inspectus Inspectus is a versatile visualization tool for large language models. It runs smoothly in Jupyter notebooks via an easy-to-use Python API. Inspectus provides multiple views, offering diverse insights into language model behaviors. https://github.com/labmlai/inspectus

My thoughts on Python in Excel An in-depth review of Microsoft's new Python in Excel functionality. https://www.xlwings.org/blog/my-thoughts-on-python-in-excel

Understanding HTTP Server by Implementing in Python https://muhammadraza.me/2024/building-http-server/

CPython Garbage Collection: The Internal Mechanics and Algorithms A detailed code walkthrough of how CPython implements memory management, including reference counting and garbage collection. https://blog.codingconfessions.com/p/cpython-garbage-collection-internals

Cant decide between flask, django ninja or fastAPI for sideproject https://www.reddit.com/r/Python/comments/1dgbq1e/cant_decide_between_flask_django_ninja_or_fastapi/

Python Hub Weekly Digest for 2024-06-16 https://pythonhub.dev/digest/2024-06-16/

llm-regression Exploring the classical regression capabilities of LLMs. https://github.com/AlexIoannides/llm-regression

Vista A Generalizable World Model for Autonomous Driving. https://github.com/OpenDriveLab/Vista

Let’s optimize! Running 15× faster with a situation-specific algorithm Sometimes the best way to speed up your algorithm is to adjust it to the specifics of your data. https://pythonspeed.com/articles/lets-optimize-median-local-threshold/