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pat's Projects

bechamel-api icon bechamel-api

PR workflow for Bechamel-api: a REST API for Lasagna Love request, requester and volunteer management

cat-dir-content icon cat-dir-content

Bash script for viewing code or file content using cat command. Designed for Data, DAG and Prompt Engineering.

contrails_vision icon contrails_vision

Climate Analytics | contrail detection in GOES-16 imagery, aiding climate change mitigation. | Preprint: https://arxiv.org/abs/2304.02122

cosmos icon cosmos

The Cosmos numerical relativity code (with unstructured AMR)

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

food_security icon food_security

Global analysis: enhancing food security, causality and affected regions: sub-Saharan Africa, South Asia, the Middle East, ...

kaggle_ml icon kaggle_ml

Kaggle | ðŸĶĒðŸ’ŧ📊 Notebooks and tutorials on ML and Deep Learning. Maintained on Kaggle, not GitHub.

langchain icon langchain

LangChain: Rapidly Building Advanced NLP Projects with OpenAI and Multion, facilitating modular abstraction in chatbot and language model creation

learn-through-tales icon 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.

local-chatgpt icon local-chatgpt

🔒 Chat locally ⑂ martinez/privateGPT: engages query of docs using Large Language Models (LLMs) locally: LangChain, GPT4All, LlamaCpp Bindings, ChromaBD

openagent icon openagent

🔓 The open-source autonomous agent LLM 🔓

pyblueprintmaker icon 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.

pytorch icon pytorch

pytorch installation and networkx example

rerun icon rerun

Log images, point clouds, etc, and visualize them effortlessly. Built in Rust using egui

rerunio_vision icon rerunio_vision

Brief Installation and setup of Rerun.io, focusing on 2D and 3D computer vision and robotics data visualization

resunet-contrail icon resunet-contrail

Based on Junzis' contrail-net. PyTorch ResUNet for enhanced contrail detection. Uses augmented transfer learning & SR Loss, optimized for satellite images

sky_high_relief icon 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 icon soil_spectra_ml

ML-driven network for precise clay content prediction from MIR soil spectra

soil_value_insights icon soil_value_insights

ðŸŒąðŸ’°ðŸ“ŠðŸ” 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.

spacy-llm icon spacy-llm

ðŸĶ™ðŸŠ fusion of spacy's supervised learning or rule-based components; spacy-llms engaged: text processing, entity extraction & summaries

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