Marc Girona-Mata (mgironamata)

mgironamata

Geek Repo

Company:University of Cambridge ¦ BAS AI Lab ¦ @ai4er-cdt

Location:Cambridge, UK

Twitter:@gironamata

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Marc Girona-Mata's starred repositories

claude-engineer

Claude Engineer is an interactive command-line interface (CLI) that leverages the power of Anthropic's Claude-3.5-Sonnet model to assist with software development tasks. This tool combines the capabilities of a large language model with practical file system operations and web search functionality.

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pycrop-yield-prediction

A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction

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torchview

torchview: visualize pytorch models

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neuralgcm

Hybrid ML + physics model of the Earth's atmosphere

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torchSR

Super Resolution datasets and models in Pytorch

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geetiles

download Google Earth Engine datasets to tiles as geotiff arrays

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visor-sistema-estatal-de-referencia-del-precio-del-alquiler-de-vivienda

Visor de datos de los precios del alquiler de la vivienda en España

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satclip

PyTorch implementation of SatCLIP

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OpenForest

:evergreen_tree: :deciduous_tree: :palm_tree: A catalogue of open access forest datasets

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uncertain_ground_truth

Dermatology ddx dataset, Jax implementations of Monte Carlo conformal prediction, plausibility regions and statistical annotation aggregation from our recent work on uncertain ground truth (TMLR'23 and ArXiv pre-print).

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superset

Apache Superset is a Data Visualization and Data Exploration Platform

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ArcRasterRescue

Extract raster data from ArcGIS/ESRI formats

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snap2stamps

Using SNAP as InSAR processor for StaMPS

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Awesome-DEM

Overview of Digital Elevation Model (DEM) datasets

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machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

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segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

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segment-anything-eo

Earth observation tools for Meta AI Segment Anything

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deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

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flopy

A Python package to create, run, and post-process MODFLOW-based models.

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Stormwater-Management-Model

Dynamic hydrology-hydraulic water quality simulation model

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WNTR

An EPANET compatible python package to simulate and analyze water distribution networks under disaster scenarios.

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segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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gpt4all

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

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ARC-AGI

The Abstraction and Reasoning Corpus

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geowombat

GeoWombat: Utilities for geospatial data

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rioxarray

geospatial xarray extension powered by rasterio

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