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applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

be-stadtlabor

The backend of urban gardening app for Münster City Lab

ciat_file_benders

Python scripts to handle repetitive tasks

covair

Code for the paper "Estimating daily air temperature and pollution in Catalonia: a comprehensive spatiotemporal modelling of multiple exposures" by Milà et al.

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

detect_deforestation

Near real time forest change detection using bfast and gapfill

eocubemlapi

Proof of Concept for Generic ML APIs to process Earth Observation Data Cubes/ Satellite Image Time Series

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

gdalcubes

Creating and analyzing Earth observation data cubes in R

geonotebook

A Jupyter notebook extension for geospatial visualization and analysis

geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

head-first-java

Code for Head First Java

java

All Algorithms implemented in Java

java-30-days-of-code

My 30 Days of learning Java

kenya-election-data

lucerne-festival-crawler

Python ETL pipeline to web scrawl Lucerne summer festival music events and save them up in a Postgres DB

machine-learning-curriculum

A concise and comprehensive A to Z guide for machine learning.

ml-gdalcubes

PoC for ML and DL in gdalcubes library

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

muensterbikeprediction

An application to predict the number of bike that will pass by the bike meters counters around the city of Muenster, Germany

openearth-ml-server

PoC for FAIR ML models for EO

openeo-processes-dask

Python implementations of many OpenEO processes, dask-friendly by default.

openeocraft

OpenEO generic R backend

openeocubes

A lightweight R-based RESTful service to analyze Earth Observation data cubes in the cloud.

optimized-ship-routing

Ship Routing Algorithm to Minimize Fuel consumption and CO2 emission

oscar

Open Source Serverless Computing for Data-Processing Applications

pondib

About Brian Pondi The GeoGeek

predicting-poverty

Combining satellite imagery and machine learning to predict poverty

pyconke2018

PyCon Kenya 2018 conference

r

R scripts for speeding up tasks