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News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
What are your best practices for coding in Python in the industry?
https://www.reddit.com/r/Python/comments/15u6fey/what_are_your_best_practices_for_coding_in_python/
Python Hub Weekly Digest for 2023-08-20
https://pythonhub.dev/digest/2023-08-20/
The weirdest Python keyword
SummaryYou can create a very peculiar object using parenthesis on a comprehension:>>> ...
https://www.bitecode.dev/p/the-weirdest-python-keyword
LanceDB
Developer-friendly, serverless vector database for AI applications.
https://github.com/lancedb/lancedb
NumPy Examples — Practice Questions Make You an Expert
https://codesolid.com/numpy-practice-questions-to-make-you-an-expert/
Color-diffusion
A diffusion model to colorize black and white images.
https://github.com/ErwannMillon/Color-diffusion
DevOpsGPT
Multi agent system for AI-driven software development. Convert natural language requirements into working software. Supports any development language and extends the existing base code.
https://github.com/kuafuai/DevOpsGPT
Dealing with Pandas's nullable float dtypes
https://rachitsingh.com/notes/pandas-null/
Show HN: I wrote a RDBMS (SQLite clone) from scratch in pure Python
https://github.com/spandanb/learndb-py
Python in Visual Studio Code – August 2023 Release
This release includes the following announcements:
https://devblogs.microsoft.com/python/python-in-visual-studio-code-august-2023-release/
Building and Evaluating Medical AI Models
Learn how to build and evaluate medical AI models with TensorFlow. This is a great, real world project for improving your machine learning skills. You will use TensorFlow to evaluate chest x-rays.
https://www.youtube.com/watch?v=8m3LvPg8EuI
Show HN: Pykoi – a Python library for LLM data collection and fine tuning
https://www.cambioml.com/pykoi/
Python: Just Write SQL
https://joaodlf.com/python-just-write-sql
Creating a context manager in Python
Objects with __enter__ and __exit__ methods can be used as context managers in Python. This article discusses most of what you'll want to know when creating your own context managers.
https://www.pythonmorsels.com/creating-a-context-manager/
Python AI Organ Segmentation Tutorial
https://www.youtube.com/watch?v=NA8_Yi_q7X4
What does your Python dev environment look like?
https://www.reddit.com/r/Python/comments/15vezni/what_does_your_python_dev_environment_look_like/
A non-mathematical introduction to Kalman Filters for programmers
The post offers programmers a non-mathematical introduction to Kalman filters, explaining their practical applications and benefits in various fields without delving into complex mathematical details. It serves as a beginner-friendly guide for understanding the fundamentals and potential uses of Kalman filters in a programming context.
https://praveshkoirala.com/2023/06/13/a-non-mathematical-introduction-to-kalman-filters-for-programmers/
huggingface / trl
Train transformer language models with reinforcement learning.
https://github.com/huggingface/trl
Python 3.12.0 release candidate 1 released
https://pythoninsider.blogspot.com/2023/08/python-3120-release-candidate-1-released.html
Functionary
Functionary is a language model that can interpret and execute functions/plugins.
https://github.com/MeetKai/functionary
How to profile a FastAPI asynchronous request
A short walkthrough of how to profile an HTTP request through an asynchronous FastAPI API handler.
https://blog.balthazar-rouberol.com/how-to-profile-a-fastapi-asynchronous-request
Trafilatura: Python tool to gather text on the Web
https://github.com/adbar/trafilatura
Mentat
The AI Coding Assistant.
https://github.com/biobootloader/mentat
Quirks of Python Package Versioning
https://sethmlarson.dev/pep-440
Function Calling: Integrate Your GPT Chatbot With Anything
Learn about GPT new function calling feature which allows chatbots to interact with anything, opening up new possibilities for AI-powered applications.
https://semaphoreci.com/blog/function-calling
Killing the ProcessPoolExecutor
A story about the Python GIL, threading, and fixing code that already works.
https://www.tinybird.co/blog-posts/killing-the-processpoolexecutor
Python SDK for the Uniswap Universal Router
The object of this library is to easily decode & encode the transaction input sent to the latest Uniswap router.
https://github.com/Elnaril/uniswap-universal-router-decoder
Mpire: A Python package for easier and faster multiprocessing
https://github.com/sybrenjansen/mpire
PokerKit
An open-source Python library for poker simulations and hand evaluations.
https://github.com/uoftcprg/pokerkit
Parameters, options and flags for Python scripts
SummaryWhile there are various ways of making a script configurable in Python, argparse is a very ...
https://www.bitecode.dev/p/parameters-options-and-flags-for