1140
News & links about Python programming. https://pythonhub.dev/ Administrator: @rukeba
T-Rex
Towards Generic Object Detection via Text-Visual Prompt Synergy.
https://github.com/IDEA-Research/T-Rex
Fixing a Bug in PyPy's Incremental GC
This post discusses how the author fixed a bug in PyPy's incremental garbage collector that was causing crashes in the AST rewriting phase of pytest on CI environments. It details the technical background on PyPy's incremental GC and the specific issues that were uncovered and resolved in the write barrier implementation.
https://www.pypy.org/posts/2024/03/fixing-bug-incremental-gc.html
FeatUp
A Model-Agnostic Framework for Features at Any Resolution.
https://mhamilton.net/featup.html
Cataloguing my vinyl collection with computer vision
The post details the process of cataloguing a vinyl collection using computer vision, focusing on identifying unique vinyl records through a systematic approach. By leveraging computer vision technology and embedding techniques, the author shares insights into creating a system that accurately identifies and indexes vinyl records for efficient cataloging and organization.
https://jamesg.blog/2024/03/16/vinyl-record-indexing/
MindGraph
Proof of concept prototype for generating and querying against an ever-expanding knowledge graph with AI.
https://github.com/yoheinakajima/mindgraph
Grok-1
Grok open release.
https://github.com/xai-org/grok-1
Pyenv – lets you easily switch between multiple versions of Python
https://github.com/pyenv/pyenv
Skyvern
Automate browser-based workflows with LLMs and Computer Vision.
https://github.com/Skyvern-AI/skyvern
LaVague
Automate automation with Large Action Model framework.
https://github.com/lavague-ai/LaVague
DarkGPT
DarkGPT is an artificial intelligence assistant based on GPT-4-200K designed to perform queries on leaked databases.
https://github.com/luijait/DarkGPT
levihsu / OOTDiffusion
Official implementation of OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on
https://github.com/levihsu/OOTDiffusion
Lambda on hard mode: Inside Modal's web infrastructure
This post talks about how Modal handles real-time HTTP requests and WebSockets in serverless functions.
https://modal.com/blog/serverless-http
phospho
Text analytics for LLM apps. PostHog for prompts. Extract evaluations, intents and events from text messages. phospho leverages LLM (OpenAI, MistralAI, Ollama, etc.)
https://github.com/phospho-app/phospho
Python 3.10.14, 3.9.19, and 3.8.19 is now available
https://pythoninsider.blogspot.com/2024/03/python-31014-3919-and-3819-is-now.html
Vchitect / Latte
Latte: Latent Diffusion Transformer for Video Generation.
https://github.com/Vchitect/Latte
Unnecessary else statements
Let's talk about unnecessary else statements in Python.
https://www.pythonmorsels.com/unnecessary-else-statements/
Data Visualization in PostgreSQL With Apache Superset
Looking for data visualization tools for PostgreSQL? We discuss a few options and provide a step-by-step guide on PostgreSQL and Apache Superset.
https://www.timescale.com/blog/data-visualization-in-postgresql-with-apache-superset/
Python Hub Weekly Digest for 2024-03-31
https://pythonhub.dev/digest/2024-03-31/
Building command-line applications in Python
Dive into a comprehensive guide on implementing command-line applications in Python. This tutorial uses the argparse module to explain how arguments, flags, and options work in a command-line application by building a BMI calculator app and implementing the Linux head command in Python.
https://www.honeybadger.io/blog/building-command-line-applications-in-python-a-comprehensive-guide/
Nextjs and Django Airbnb Clone
Learn how to build a fullstack clone of Airbnb using technologies like Nextjs/React and Tailwind in the frontend, and Django with Django rest framework in the backend.
https://www.youtube.com/playlist?list=PLpyspNLjzwBnP-906FBRP5qzB4YXjMvnT
How to use PostgreSQL for (military) geoanalytics tasks
This is a detailed guide on utilizing PostgreSQL for military geoanalytics tasks, emphasizing the importance of geospatial data processing in military operations. It covers methods for processing geospatial data, finding nearest objects, distance calculations, using geospatial indexes, determining points within polygons, and geospatial aggregation to enhance analytical capabilities in mi...
https://klioba.com/how-to-use-postgresql-for-military-geoanalytics-tasks
How to Test Asynchronous Code in Python
Testing asynchronous code is tricky but essential for creating smooth, error-free, and reliable applications. So in this video, I'll guide you through the basics of testing asynchronous code effectively.
https://www.youtube.com/watch?v=n1nqgMtWRwg
File-based cache for slow Python functions
https://docs.sweep.dev/blogs/file-cache
FujiwaraChoki / MoneyPrinterV2
Automate the process of making money online.
https://github.com/FujiwaraChoki/MoneyPrinterV2
AutoDev: Automated AI-Driven Development
The paper "AutoDev: Automated AI-Driven Development" presents an automated approach to AI-driven development, involving a collaborative effort by multiple authors. It explores the advancements in automated development processes driven by artificial intelligence, showcasing a comprehensive study on AutoDev
https://arxiv.org/html/2403.08299v1
Creating an autopilot in X-Plane using Python
https://austinsnerdythings.com/2021/10/15/creating-an-autopilot-in-x-plane-using-python-part-1/
Chronos
Pretrained (Language) Models for Probabilistic Time Series Forecasting.
https://github.com/amazon-science/chronos-forecasting
Leaping – Debug Python tests instantly with an LLM debugger
https://github.com/leapingio/leaping
Designing a Pure Python Web Framework
https://reflex.dev/blog/2024-03-21-reflex-architecture/
Every dunder method in Python
An explanation of all of Pytho's 100+ dunder methods and 50+ dunder attributes, including a summary of each one.
https://www.pythonmorsels.com/every-dunder-method/