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🎸 Hands-on tutorial for building RAG applications with LlamaIndex

Jupyter Notebook 1 Updated Dec 15, 2024

🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 99,004 16,100 Updated Jan 25, 2025

Examples and demos on how to use Retrieval Augmented Generation with Large Language Models

Python 104 119 Updated Jan 8, 2025

Official repository of "SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory"

Python 6,400 400 Updated Jan 5, 2025

Conversione del WMS catastale italiano in shape vettoriali tramite Py

Python 4 Updated Sep 22, 2024

PDFM Embeddings: location-based vectors for geo-spatial analysis.

Jupyter Notebook 157 22 Updated Dec 11, 2024

Repository for AidData's Geospatial Global Chinese Development Finance Dataset (GeoGCDF)

Python 34 8 Updated Jun 18, 2024

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Jupyter Notebook 4,007 923 Updated Jan 6, 2025

Open source routing engine for OpenStreetMap. Use it as Java library or standalone web server.

Java 5,586 1,656 Updated Jan 21, 2025

Code used in the project Sat4Ec: Satellite-based economic flash estimation.

Python 4 1 Updated Sep 26, 2024

Repository for Climate Risk Assessment Book

Jupyter Notebook 8 3 Updated Jan 21, 2025

Large-scale flood modeling and forecasting with FloodCast (https://doi.org/10.1016/j.watres.2024.122162)

Python 26 9 Updated Aug 19, 2024

Urban Morphology Measuring Toolkit

Python 498 58 Updated Jan 18, 2025

The official PyTorch implementation of SpecGAN, Large-factor Super-resolution of Remote Sensing Images with Spectra-guided Generative Adversarial Networks (Accept by TGRS).

Python 19 Updated Dec 1, 2022
Python 66 3 Updated Nov 26, 2024

MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detection

Python 63 10 Updated Feb 16, 2024

Code for running baseline models/experiments with the Fields of The World dataset

Jupyter Notebook 70 6 Updated Dec 18, 2024

An Open-Source Hyperspectral Unmixing Python Package

Python 43 7 Updated Oct 2, 2024

Energy Balance model approach for crop water demand estimation

Python 6 4 Updated Jun 27, 2024

This tutorial approaches Synthetic Aperture Radar (SAR) as one more data modality to be integrated into Machine Learning applications, in contrast to traditional SAR-specific tutorials. The focus i…

Jupyter Notebook 27 3 Updated Sep 23, 2024

A repository for methods by and implemented by the authors' that were used in the paper: Blind Hyperspectral Unmixing using Autoencoders: A Critical Comparison

Jupyter Notebook 40 11 Updated Apr 7, 2022

Complete code for linear and non-linear unmixing Hyperspectral images in Python.

Python 13 1 Updated Aug 1, 2021

Hyperspectral Unmixing via Dual Attention Convolutional Neural Networks | 基于双注意力卷积神经网络的高光谱图像解混

Python 24 5 Updated Jun 13, 2024

This repository provides guides, short how-tos, and tutorials to help users access and work with data from the Earth Surface Mineral Dust Source Investigation (EMIT) mission.

HTML 150 85 Updated Jan 22, 2025

Easy-to-use finetuned YOLOv8 models.

HTML 194 24 Updated Feb 27, 2023

List of datasets, codes, and contests related to remote sensing change detection

1,741 341 Updated Nov 16, 2024

收录及复现的高光谱遥感图像分类模型

Python 704 86 Updated Dec 11, 2024

Awesome projects, papers, and tools for working with hyperspectral imagery

31 2 Updated Mar 26, 2024

Code to reproduce the experiments of the paper: Toulouse Hyperspectral Data Set, a benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techni…

Python 4 Updated Mar 22, 2024
Python 4 Updated May 5, 2024
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