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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Insanely Easy GPT-4 One Prompt Streamlit Interactive Plotly Sunburst Chart
Simple and modular prompt engineering for efficient Python charting results.
https://johnloewen.substack.com/p/insanely-easy-gpt-4-one-prompt-streamlit
Sold my Python open source project to a San Francisco AI company. Now I work for them. AMA.
https://www.reddit.com/r/Python/comments/1de2llp/sold_my_python_open_source_project_to_a_san/
Nvidia Warp: A Python framework for high performance GPU simulation and graphics
https://github.com/NVIDIA/warp
llama-zip
LLM-powered lossless compression tool.
https://github.com/AlexBuz/llama-zip
Python 3.12.4 released
https://pythoninsider.blogspot.com/2024/06/python-3124-released.html
StreamSpeech is an “All in One” seamless model for offline and simultaneous speech recognition, speech translation and speech synthesis.
https://github.com/ictnlp/StreamSpeech
pdm-project / pdm
A modern Python package and dependency manager supporting the latest PEP standards
https://github.com/pdm-project/pdm
LLaVA-VL / LLaVA-NeXT
https://github.com/LLaVA-VL/LLaVA-NeXT
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
Understanding HTTP Server by Implementing in Python
https://muhammadraza.me/2024/building-http-server/
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/
llm-regression
Exploring the classical regression capabilities of LLMs.
https://github.com/AlexIoannides/llm-regression
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/
groqbook
Generate entire books in seconds using Groq and Llama3.
https://github.com/Bklieger/groqbook
Python at the Speed of Julia
The article explores achieving Python's ease of use with Julia's speed, illustrating how to optimize Python code using Julia for high-performance computing tasks. It provides examples and insights on integrating both languages to enhance computational efficiency without sacrificing Python's simplicity.
https://glassnotebook.io/r/dxJTYbJBmPR1X3NQUfwXB/99_python_at_the_speed_of_julia.jl
Modal Forms with Django, HTMX, and Tailwind CSS
This video shows how you can convert a traditional Django form to an HTMX modal element in just a few quick steps.
https://www.youtube.com/watch?v=L1VC-KpSoBk
pytest-edit
Type pytest --edit to open the failing test code.
https://github.com/MrMino/pytest-edit
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
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
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/
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/
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
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
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
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
Python Hub Weekly Digest for 2024-06-16
https://pythonhub.dev/digest/2024-06-16/
Vista
A Generalizable World Model for Autonomous Driving.
https://github.com/OpenDriveLab/Vista
awesome-llm-apps
Collection of awesome LLM apps with RAG using OpenAI, Anthropic, Gemini and opensource models.
https://github.com/Shubhamsaboo/awesome-llm-apps
Seismometer
Predictive model evaluation with a focus on healthcare.
https://github.com/epic-open-source/seismometer
Statically Typed Functional Programming with Python 3.12
The article demonstrates how to use Python 3.12's new type alias and union type syntax to define a simple expression-based language with dataclasses, and then implements an evaluator function using pattern matching to evaluate expressions in that language.
https://wickstrom.tech/2024-05-23-statically-typed-functional-programming-python-312.html