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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
Python Hub Weekly Digest for 2024-09-08
https://pythonhub.dev/digest/2024-09-08/
PyRoboCOP: Python-Based Robotic Control and Optimization Package
https://ieeexplore.ieee.org/abstract/document/10440590
The Design and Implementation of the CPython Virtual Machine
https://blog.codingconfessions.com/p/cpython-vm-internals
How Pytorch Powers Training Inference
Learn about new PyTorch advancements for LLMs and how PyTorch is enhancing every aspect of the LLM lifecycle.
https://www.youtube.com/watch?v=96VIEJfhUBg
JPMorgan's Python training for business analysts and traders
https://github.com/jpmorganchase/python-training
graphiti
Build dynamic, temporally-aware knowledge graphs.
https://github.com/getzep/graphiti
New LLM Pre-training and Post-training Paradigms
A Look at How Modern LLMs Are Trained.
https://magazine.sebastianraschka.com/p/new-llm-pre-training-and-post-training
Liger-Kernel
Efficient Triton Kernels for LLM Training.
https://github.com/linkedin/Liger-Kernel
Build a One-Product Shop With the Python Django Framework and Htmx
This is the first of a two-part series using Django, htmx, and Stripe to create a one-product e-commerce website. In this part, we'll start our Django project and integrate it with htmx.
https://blog.appsignal.com/2024/08/28/build-a-one-product-shop-with-the-python-django-framework-and-htmx.html
home-assistant / operating-system
🔰 Home Assistant Operating System
https://github.com/home-assistant/operating-system
thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models.
https://github.com/thuml/Time-Series-Library
MicroRabbit
A lightweight, asynchronous Python framework for RabbitMQ that simplifies building microservices and distributed systems. Features include easy message routing, plugin support, and intuitive client configuration.
https://github.com/TonnoBelloSnello/microrabbit
Elixir basics for Pythonistas
The article provides a comprehensive introduction to Elixir for Python developers, covering key concepts and syntax differences between the two languages. It explores Elixir's functional programming paradigm, pattern matching, concurrency model, and other distinctive features, offering practical examples and comparisons to help Pythonistas transition to Elixir programming.
https://gogacodes.notion.site/Elixir-basics-for-Pythonistas-8afc4245034d4df9a3bc6fd646d739bf
Gigi
A framework for rapid prototyping and development of real-time rendering techniques.
https://github.com/electronicarts/gigi
Sapiens
High-resolution models for human tasks.
https://github.com/facebookresearch/sapiens
django-cotton
Bringing component based design to Django templates.
https://github.com/wrabit/django-cotton
LitServe
Lightning-fast serving engine for AI models. Flexible. Easy. Enterprise-scale.
https://github.com/Lightning-AI/LitServe
csv_trimming
Python package to remove common ugliness from a csv-like file
https://github.com/LucaCappelletti94/csv_trimming
Solving the labyrinth puzzle from the university quest using Python
https://wondrousnet.blogspot.com/2024/03/solution-to-puzzle-cat-walk.html
Layman's Guide to Python Built-in Functions
This is a plain language guide to every built-in function in Python, paired with a simple example that shows each function in action.
https://www.mattlayman.com/blog/2024/layman-guide-python-built-in-functions/
Quick and Easy Rate Limiting for FastAPI
If you don’t want your API to crash due to too many requests, use rate limiting! This video covers how rate limiting works, what types of rate limiting you can do, how to implement it in FastAPI, and what you need to be mindful of.
https://www.youtube.com/watch?v=pZunzLJ1qcQ
NTLM Credential Theft in Python Windows Applications
The article discloses vulnerabilities in popular Python frameworks (Gradio, Jupyter Server, and Streamlit) that can lead to NTLMv2 hash theft on Windows systems through exploitation of file system operations. It explains how these vulnerabilities can be exploited, potentially leading to credential theft or remote code execution, and emphasizes the increased risk as Python applications be...
https://www.horizon3.ai/attack-research/disclosures/ntlm-credential-theft-in-python-windows-applications/
500 Python Interpreters
https://izzys.casa/2024/08/463-python-interpreters/
picows
Fast websocket client and server for asyncio.
https://github.com/tarasko/picows
CPython Compiler Hardening
The article details the author's Google Summer of Code project to implement compiler hardening options for CPython, following recommendations from the OpenSSF Memory Safety SIG. It covers the process of selecting and testing compiler options, addressing challenges with benchmarking and cross-platform compatibility, and developing tooling to track and manage warnings generated by the new ...
http://nohlson.com/blog/CPython-Compiler-Hardening-Summer-Retrospective/
AdalFlow
The Library to Build and Auto-optimize LLM Applications.
https://github.com/SylphAI-Inc/AdalFlow
LaunchFlow
Deploy production grade application to AWS and GCP in minutes.
https://github.com/launchflow/launchflow
How to Build Chatbots With LangChain
Discover how LangChain lets chatbots interact with LLMs, and follow this guide to build a context-aware chatbot that delivers accurate, relevant responses.
https://blog.jetbrains.com/pycharm/2024/08/how-to-build-chatbots-with-langchain/
Escaping from Anaconda (Python)
https://paulromer.net/escaping-from-anaconda/
Python Hub Weekly Digest for 2024-09-01
https://pythonhub.dev/digest/2024-09-01/