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agml-crop-yield-forecasting

AgML aspires to identify key research gaps and opportunities at the intersection of agricultural modelling and machine learning research and support enhanced collaboration and engagement between experts in these disciplines.

amer_op_neural_net

Deep Neural Network Framework Based on Backward Stochastic Differential Equations for Pricing and Hedging American Options in High Dimensions: Source Code (CPU version)

arset_ml_fundamentals

Repository for Jupyter Notebook examples associated with the NASA ARSET Training, "Fundamentals of Machine Learning for Earth Science"

clustering4ever-notebooks

Examples using Clustering4Ever library

crop-mapping-google-earth-engine

Classification of different types of crops using machine learning in Google Earth Engine

crops--classification-ml-dl

Classification of different types of crops using machine learning and deep learning

custom-scripts

A repository of custom scripts to be used with Sentinel Hub

dataset

earthengine-api

Python and JavaScript bindings for calling the Earth Engine API.

gan-for-tabular-data

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

geeguide

Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scripts

generating-synthetic-data-using-gans

Generating Tabular Synthetic Data using State of the Art GAN architecture

ghanaartisanalmining

Scripts relevant to Barenblitt, Abigail; Payton, Amanda; Lagomasino, David; Fatoyinbo, Lola; Asare, Kofi; Aidoo, Kenneth; Pigott, Hugo; Som, Chalres Kofi; Seidu, Omar; Smeets, Laurents; Wood, Danielle (2021). The large footprint of small-scale artisanal gold mining in Ghana. Science of the Total Environment.

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

planet_processing

Notebooks for preprocessing and analysis of Planetscope imagery.

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

quarto-gallery

sentinel2-cloud-detector

Sentinel Hub Cloud Detector for Sentinel-2 images in Python

trumania

Trumania is a scenario-based random dataset generator library in python 3