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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba

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ECTO-1A / AppleJuice

Apple BLE proximity pairing message spoofing

https://github.com/ECTO-1A/AppleJuice

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stepping

Incremental View Maintenance for Python application developers.

https://stepping.site/

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PythonHub

Python variables, references and mutability

SummaryThe analogy of putting things in a box that works for most languages to explain variables ...

https://www.bitecode.dev/p/python-variables-references-and-mutability

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mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

https://github.com/mistralai/mistral-src

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kernel-hardening-checker

A tool for checking the security hardening options of the Linux kernel.

https://github.com/a13xp0p0v/kernel-hardening-checker

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5 Ways to Measure Execution Time in Python

You can benchmark the execution of Python code using the “time” module in the standard library. In this tutorial, you will discover how to time the execution of Python code using a suite of different techniques.

https://superfastpython.com/benchmark-execution-time/

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Seaborn Confusion Matrix: How to Plot and Visualize in Python

Master the art of data visualization with Seaborn confusion matrix plotting. Evaluate model performance like a pro.

https://www.marsja.se/seaborn-confusion-matrix-how-to-plot-and-visualize-in-python/

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PythonHub

Starting on Software Bill-of-Materials (SBOM) for CPython

https://sethmlarson.dev/security-developer-in-residence-weekly-report-12

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PythonHub

So you want to expose a database? - An exploration of automated API generation

https://codebeez.nl/blogs/so-you-want-to-expose-a-database-an-exploration-of-automated-api-generation/

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PythonHub

facebookresearch / nougat

Implementation of Nougat Neural Optical Understanding for Academic Documents

https://github.com/facebookresearch/nougat

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Small and Speedy: Lightning fast search with Flask, htmx and Airtable (No React required).

https://levelup.gitconnected.com/small-and-speedy-lightning-fast-search-with-flask-htmx-and-airtable-no-react-required-f10b40785bf3

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Asyncio Coroutines Faster Than Threads!?

In this tutorial, you will discover whether coroutines really are faster than threads, or not, given a suite of benchmarks.

https://superfastpython.com/asyncio-coroutines-faster-than-threads/

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PythonHub

Show HN: Magentic – Use LLMs as simple Python functions

https://github.com/jackmpcollins/magentic

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PythonHub

Python 3.12

https://www.python.org/downloads/release/python-3120/

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PythonHub

Keep content managers’ Django admin access up-to-date with role-based permissions

https://406.ch/writing/keep-content-managers-admin-access-up-to-date-with-role-based-permissions/

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cloud_benchmarker

Cloud Benchmarker automates performance testing of cloud instances, offering insightful charts and tracking over time.

https://github.com/Dicklesworthstone/cloud_benchmarker

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PythonHub

Exploring Wordle

This article will show you how to solve Wordle programmatically using Python.

https://www.georgevreilly.com/2023/09/26/ExploringWordle.html

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PythonHub

A tool that detects, extracts templates, and structures logs, via GPT-4.

A command-line tool that detects, extracts log templates, and structures logs to in-process database, leveraging template patterns generated by GPT-4.

https://github.com/ethe/log2row

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PythonHub

Building an API in the cloud in fewer than 200 lines of code

Cloud tools and Python packages have become so powerful that you can build a (scalable) cloud-based API in fewer than 200 lines of code. In this post, you’ll see how to use Google Cloud, Terraform, and FastAPI to deploy a queryable data API on the cloud.

https://aeturrell.com/blog/posts/build-a-cloud-api/build-a-cloud-api.html

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PythonHub

Octogen

Octogen is an Open-Source Code Interpreter Powered by GPT3.5/4 and Codellama.

https://github.com/dbpunk-labs/octogen

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PythonHub

Python Hub Weekly Digest for 2023-10-08

https://pythonhub.dev/digest/2023-10-08/

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PythonHub

I built an AI doctor with ChatGPT - Full Clinical Experience

The software is designed to test artificial intelligence's ability to perform patient intake, chart notes, and offer investigative and diagnostic aid. However, it is important to note that this software has NOT been tested, validated, or approved by the Food and Drug Administration (FDA) or any other regulatory body for medical devices.

https://www.youtube.com/watch?v=EAger7jOrsA

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PythonHub

stanfordnlp / dspy

DSPy: The framework for programming with foundation models

https://github.com/stanfordnlp/dspy

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FastStream

FastStream is a powerful and easy-to-use Python framework for building asynchronous services that interact with event streams such as Apache Kafka and RabbitMQ.

https://github.com/airtai/faststream

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PythonHub

spcl / graph-of-thoughts

Official Implementation of "Graph of Thoughts: Solving Elaborate Problems with Large Language Models"

https://github.com/spcl/graph-of-thoughts

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PythonHub

Is GPT Engineer Actually Useful?

https://www.youtube.com/watch?v=NLgw19X8p7I

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PythonHub

Who's using asyncio?

https://www.reddit.com/r/Python/comments/16ureyk/whos_using_asyncio/

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PythonHub

SeaGOAT

local-first semantic code search engine.

https://github.com/kantord/SeaGOAT

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PythonHub

PyMilo

PyMilo provides a way to export pre-trained machine learning models. This makes it possible to use the models in other environments, transfer them across different platforms, and share them with others.

https://github.com/openscilab/pymilo

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PythonHub

78% MNIST accuracy using GZIP in under 10 lines of code.

https://jakobs.dev/solving-mnist-with-gzip/

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