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aaltd18

Data augmentation using synthetic data for time series classification with deep residual networks

crop_yield_prediction

Crop Yield Prediction with Deep Learning

custom-scripts

A repository of custom scripts to be used with Sentinel Hub

datascienceclass

Software Systems for Data Science Main Repo (Fall'19 6.S080)

deep-learning-experiments

Notes and experiments to understand deep learning concepts

dl-4-tsc

Deep Learning for Time Series Classification

dsen2

Super-Resolution of Sentinel-2 Images: Learning a Globally Applicable Deep Neural Network

farm-pin-crop-detection-challenge

13th place solution to Zindi's FarmPin Crop Detection Challenge

google_earth_engine_notebook

A walkthrough of some Google Earth Engine Features, as well as using the data in TensorFlow

igarss2019-dl4sits

Machine learning for satellite image time series

jupyter-django

Using Jupyter Notebook with Django: a presentation

leaflet-providers

An extension to Leaflet that contains configurations for various free tile providers.

matrix-completion-agriculture

matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

mediumposts

micasense_imageprocessing_sequoia

openet-ssebop-beta

Earth Engine SSEBop ET Model

pcse_notebooks

A collection of Jupyter notebooks that demonstrate usage of PCSE

pdd

Plant Disease Detection

pycrop-yield-prediction

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

scikit-learn-mooc

scikit-learn-mooc

sebal

Add SEBAL

shap

A unified approach to explain the output of any machine learning model.

siac_gee

SIAC GEE version

sktime

A scikit-learn compatible Python toolbox for machine learning with time series

temporalcnn

Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tstools

QGIS2 plugin tools for remote sensing timeseries

wofost-analysis

wofost-bandits

Integration of WOFOST simulation with bandit algorithms