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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Fastest Way to Read Excel in Python
Reading 500K rows in less than 4 seconds.
https://hakibenita.com/fast-excel-python
LLMs and Programming in the first days of 2024
http://antirez.com/news/140
mixtral-offloading
Run Mixtral-8x7B models in Colab or consumer desktops.
https://github.com/dvmazur/mixtral-offloading
Portable Efficient Assembly Code-Generator in Higher-Level Python (PeachPy)
https://github.com/Maratyszcza/PeachPy
AutoGluon-TimeSeries : Creating Powerful Ensemble Forecasts - Complete Tutorial
Amazon's framework for time-series forecasting has it all.
https://aihorizonforecast.substack.com/p/autogluon-timeseries-creating-powerful
Paracelsus
Paracelsus generates Entity Relationship Diagrams by reading your SQLAlchemy models.
https://github.com/tedivm/paracelsus
Python Gotcha: Modifying a list while iterating
Python makes it easy to modify a list while you are iterating through it's elements. This will bite you. Read on to find out how and what can be done about it.
https://andrewwegner.com/python-gotcha-modify-list-while-iterating.html
outlines-dev / outlines
Guided Text Generation
https://github.com/outlines-dev/outlines
An experimental pip subcommand for the Python Launcher for Unix
https://snarky.ca/an-experimental-pip-subcommand-for-the-python-launcher-for-unix/
Python Hub Weekly Digest for 2024-01-07
https://pythonhub.dev/digest/2024-01-07/
Using a Markov chain to generate readable nonsense with 20 lines of Python
https://benhoyt.com/writings/markov-chain/
Python Asyncio Database Drivers
Asyncio has found a home in Python web development and many asyncio web development projects ...
https://superfastpython.com/asyncio-database-drivers/
Django: Detect the global privacy control signal
Global Privacy Control (GPC) is a specification for web browsers to signal website operators not to ...
https://adamj.eu/tech/2023/12/27/django-global-privacy-control/
How to prevent python software from being reverse engineered or pirated?
https://www.reddit.com/r/Python/comments/18tdmiv/how_to_prevent_python_software_from_being_reverse/
gpt-engineer-org / gpt-engineer
Specify what you want it to build, the AI asks for clarification, and then builds it.
https://github.com/gpt-engineer-org/gpt-engineer
Fine Tuning Python WSGI and ASGI applications for Flask, Django, and FastAPI
In this post, the focus is on examining best practices for configuring Python web servers such as Gunicorn, Uvicorn, and Hypercorn. The architecture of the components between Python code and users will be summarized, and verification methods like load testing will be discussed to ensure the configuration can withstand user traffic.
https://tonybaloney.github.io/posts/fine-tuning-wsgi-and-asgi-applications.html
falco
Enhance your Django developer experience: CLI and Guides for the Modern Django Developer.
https://github.com/tobi-de/falco
UForm
Pocket-Sized Multimodal AI for content understanding and generation across multilingual texts, images, and video, up to 5x faster than OpenAI CLIP and LLaVA.
https://github.com/unum-cloud/uform
How to make LLMs go fast
This post is a long and wide-ranging survey of a bunch of different ways to make LLMs go brrrr, from better hardware utilization to clever decoding tricks.
https://vgel.me/posts/faster-inference
An Introduction to Coding In Rust for Pythonistas
This video explores coding with Rust for the first time, diving into its cool features and drawing comparisons with Python.
https://www.youtube.com/watch?v=MoqtsYLGCC4
run-llama / llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
https://github.com/run-llama/llama_index
Jake
Effortlessly create and deploy your own one-link website on GitHub.
https://github.com/thevahidal/jake
MobileVLM
A Fast, Strong and Open Vision Language Assistant for Mobile Devices.
https://github.com/Meituan-AutoML/MobileVLM
AnyText
Multilingual Visual Text Generation And Editing.
https://github.com/tyxsspa/AnyText
Show HN: How do you OCR on a Mac using the CLI or just Python for free
https://blog.greg.technology/2024/01/02/how-do-you-ocr-on-a-mac.html
How I Built an Okta Documentation Chatbot in Python
The article describes the development of Oktanaut, a Python chatbot that simplifies access to information on Okta's Developer Documentation. The chatbot was created using OpenAI and Jupyter Notebook, and two versions were developed to offer specific approaches and general knowledge. The first version used LlamaIndex and was trained on Okta's Developer Documentation, generating accurate r...
https://developer.okta.com/blog/2023/12/20/okta-documentation-chatbot
What's up Python? Epic CPython commit, Django 5 and 2FA for PyPI
https://www.bitecode.dev/p/whats-up-python-epic-cpython-commit
Microdot: Yet Another Python Web Framework
https://blog.miguelgrinberg.com/post/microdot-yet-another-python-web-framework
Beam: Run Python functions on the cloud in seconds
https://www.reddit.com/r/Python/comments/18hiqyq/beam_run_python_functions_on_the_cloud_in_seconds/
Do You Ever del?
https://www.reddit.com/r/Python/comments/18vgrc9/do_you_ever_del/