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Human-curated Python news, projects, articles & tools. https://pythonhub.dev/

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Compromising Garmin’s Sport Watches: A Deep Dive into GarminOS and its MonkeyC Virtual Machine The article provides a detailed analysis of how Garmin's sports watches were compromised through their MonkeyC virtual machine, allowing attackers to execute arbitrary code and potentially access sensitive user information. The author describes the vulnerabilities and outlines steps that Garmin could take to improve the security of their products. https://www.anvilsecure.com/blog/compromising-garmins-sport-watches-a-deep-dive-into-garminos-and-its-monkeyc-virtual-machine.html

Introducing 'Trusted Publishers' The post introduces a new feature called Trusted Publishers for the Python Package Index (PyPI) which aims to improve the security of the package distribution process by allowing package maintainers to verify their identities. The author describes how the feature works and highlights its potential impact on the PyPI community. https://blog.pypi.org/posts/2023-04-20-introducing-trusted-publishers/

PyTorch Performance Features and How They Interact PyTorch has many performance features that can be tuned to improve the speed of your model. The best way to tune your model is to experiment with different settings and measure the results. https://paulbridger.com/posts/pytorch-tuning-tips/

gptdeploy Turn your natural language descriptions into fully functional, deployed AI-powered microservices with a single command! Your imagination is the limit! https://github.com/jina-ai/gptdeploy

OptimalScale / LMFlow An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Model for All. https://github.com/OptimalScale/LMFlow

jupyter-ai A generative AI extension for JupyterLab. https://github.com/jupyterlab/jupyter-ai

databrickslabs / dolly Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform https://github.com/databrickslabs/dolly

Make your Python functions return something meaningful, typed, and safe https://returns.readthedocs.io/en/latest/index.html

segment-geospatial A Python package for segmenting geospatial data with the Segment Anything Model (SAM). https://github.com/opengeos/segment-geospatial

Agent-LLM An Artificial Intelligence Automation Platform. AI Instruction management from various providers, has an adaptive memory, and a versatile plugin system with many commands including web browsing. Supports many AI providers and models and growing support every day. https://github.com/Josh-XT/Agent-LLM

voicepaw / so-vits-svc-fork so-vits-svc fork with realtime support, improved interface and more features. https://github.com/voicepaw/so-vits-svc-fork

pyautoenv Automatically activate and deactivate Python environments as you move around the file system. https://github.com/hsaunders1904/pyautoenv

pdfGPT PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. https://github.com/bhaskatripathi/pdfGPT

Significant-Gravitas / Auto-GPT An experimental open-source attempt to make GPT-4 fully autonomous. https://github.com/Significant-Gravitas/Auto-GPT

krr Prometheus-based Kubernetes Resource Recommendations. https://github.com/robusta-dev/krr

MiniGPT-4 Enhancing Vision-language Understanding with Advanced Large Language Models. https://minigpt-4.github.io/

Replacing my best friends with an LLM trained on 500,000 group chat messages The author trained an uncensored large language model on the college-era group chat that he and his best friends still use, with LlaMa, Modal, and Hex. https://www.izzy.co/blogs/robo-boys.html

Solve Schrödinger Equation in Seconds with Python & GPU The second episode of the Python GPU series explores the Schrodinger equation and how it can be optimized using GPU hardware. https://www.youtube.com/watch?v=hxGA1Je1P-s

logspace-ai / langflow ⛓️ LangFlow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows. https://github.com/logspace-ai/langflow