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2023-getting-started-with-ai-on-supercomputers

2023 Getting Started on AI on Supercomputers

adken.github.io

student portfolio for the Copernicus masters in Digital Earth at University of Salzburg and Brittany Sud.

competitions

data science competitions and hackathons

compressai

A PyTorch library and evaluation platform for end-to-end compression research

cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

crop_yield_prediction

Crop Yield Prediction with Deep Learning

dfc2023-baseline

ecognition-project

eCognition action library and architect solution for index-based classification of sentinel-2 satellite image.

geoviz-leaflet

Leaflet web application showing health facilities in Salzburg city. This is a class project for the Geovisualization and advanced cartography class at the University of Salzburg Copernicus masters program

lightweight-temporal-attention-pytorch

A PyTorch implementation of the Light Temporal Attention Encoder (L-TAE) for satellite image time series. classification

multiearth-challenge

Repository for the MultiEarth 2023 public challenge.

phileo-bench

Repo for testing foundation models

plus-softwaredevproject

pytorch-metric-learning

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

spatial-database

Database backend for WebGIS application

ssl-deforestation

Multi-modal fusion of optical and radar satellite image time series for deforestation mapping in the Amazonian forest

summer-school-2023

torchrs

PyTorch implementation of popular datasets and models in remote sensing

vicreg

VICReg official code base

what_are_embeddings

A deep dive into embeddings starting from fundamentals

xai-tutorials

Self-explanatory tutorials for different model-agnostic and model-specific XAI methods