pat's repositories
contrails_vision
Climate Analytics | contrail detection in GOES-16 imagery, aiding climate change mitigation. | Preprint: https://arxiv.org/abs/2304.02122
soil_data_research
Data Science
rerunio_vision
Brief Installation and setup of Rerun.io, focusing on 2D and 3D computer vision and robotics data visualization
learn-through-tales
Uses AI to craft educational stories, focusing on life skills. Designed for cognitive development and fostering a love for learning, each story is visually appealing and interactive. A novel approach to education, it's effective and enjoyable.
resunet-contrail
Based on Junzis' contrail-net. PyTorch ResUNet for enhanced contrail detection. Uses augmented transfer learning & SR Loss, optimized for satellite images
apple-m1-mlops
Apple M1-specific setup for machine learning engineering production systems, focusing on MLOps practices with Metal acceleration.
bechamel-api
PR workflow for Bechamel-api: a REST API for Lasagna Love request, requester and volunteer management
cat-dir-content
Bash script for viewing code or file content using cat command. Designed for Data, DAG and Prompt Engineering.
Cosmos
The Cosmos numerical relativity code (with unstructured AMR)
fastbook
The fastai book, published as Jupyter Notebooks
food_security
Global analysis: enhancing food security, causality and affected regions: sub-Saharan Africa, South Asia, the Middle East, ...
local-chatgpt
π Chat locally β martinez/privateGPT: engages query of docs using Large Language Models (LLMs) locally: LangChain, GPT4All, LlamaCpp Bindings, ChromaBD
map-of-github-data
This repository contains tiles and data for the map of github
OpenAgent
π The open-source autonomous agent LLM π
openai-quickstart-node
Node.js example app from the OpenAI API quickstart tutorial
PyBlueprintMaker
A Python-based generator for creating well-organized project structures using best practices, pytest, fixtures and the Python Standard Library. Supports basic, intermediate, advanced and extended folder configurations for maintainable projects.
python-data-science-ai-dev
Beginner-friendly course on Python programming, data structures, and data collection for Data Science, AI, and development.
rerun
Log images, point clouds, etc, and visualize them effortlessly. Built in Rust using egui
sky_high_relief
Develop innovative bladder relief solutions for female aircrew to hydrate adequately during long flights without compromising safety or comfort.
soil_spectra_ml
ML-driven network for precise clay content prediction from MIR soil spectra
soil_value_insights
π±π°ππ Here we propose a Python, SQL, ETL, and TDD-driven repository for high land value identification using soil and tax or insurance data integration, equipping land investors, developers, and stakeholders with informed decision-making.
tips-for-new-coders
Member-submitted tips for others in the community on their new coding journey
visualizer_geospatial_demo
A Python-based Geospatial Population Visualizer employs GeoPandas, Contextily, and Matplotlib to precisely overlay demographic data on maps.
weather_finder
This repository contains a Python script for the Weather Finder, along with pytest tests. The script retrieves weather data for a list of cities using the OpenWeatherMap API.
weaviate-io
Website for the Weaviate vector database
website-refactor
Connecting senior dogs with compassionate long-term families. Website: https://finding-home-for-laika.github.io/website/