Python Hub Weekly Digest for 2024-04-07
💖 Most Popular
Reading and Writing WAV Files in Python
VoiceCraft
Zero-Shot Speech Editing and Text-to-Speech in the Wild.
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.
The wrong way to speed up your code with Numba
Numba can make your numeric code faster, but only if you use it right.
OpenDevin
An open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects.
📖 Articles
OpenInterpreter / open-interpreter
A natural language interface for computers
myshell-ai / MeloTTS
High-quality multi-lingual text-to-speech library by MyShell.ai. Support English, Spanish, French, Chinese, Japanese and Korean.
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.
Python Poetry in 8 Minutes
This video guides you through the ins and outs of managing Python virtual environments, while also introducing you to Poetry. You'll learn a host of tips and strategies to manage your projects with greater effectiveness and efficiency.
Unnecessary else statements
Let's talk about unnecessary else statements in Python.
Distributed coroutines with a native Python extension and Dispatch
What's up Python? iphone support, @sealed, PYTHON_GIL=0...
A summary of what happened in the Python community in march
Django: Write-up on optimizing the system check framework
The post discusses optimizations made to Django's system check framework, which had gained a reputation for being slow. The optimizations reduced the runtime of running checks on an example client project from 37ms to 18ms, a 50% reduction.
Building a Django API for Mobile Developers
A dive into the backend side of app development, focusing on building robust APIs with Django and Django Rest Framework.
Secure LLM Architecture - Testing LLM Guard
The video explores LLM architectures, addressing security concerns and critiquing ineffective security tools. It introduces LLM Guard, an open-source tool aiming to enhance LLM security by checking inputs for malicious intent and outputs for sensitive data, demonstrated through practical examples and emphasizing the importance of output monitoring and permissions in safeguarding data.
FeatUp
A Model-Agnostic Framework for Features at Any Resolution.
bigcode-project / starcoder2
Home of StarCoder2!
"Real" anonymous functions for Python
Python Hub Weekly Digest for 2024-03-31
⚙️ Projects
T-Rex
Towards Generic Object Detection via Text-Visual Prompt Synergy.
lightning-thunder
Make PyTorch models Lightning fast! Thunder is a source to source compiler for PyTorch. It enables using different hardware executors at once.
reverser_ai
Provides automated reverse engineering assistance through the use of local large language models (LLMs) on consumer hardware.
Tracecat
The AI-native, open source alternative to Tines / Splunk SOAR.
rag-search
RAG Search API.
Devika
Agentic AI Software Engineer. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.