ECMWF Summer of Weather Code (ESoWC)

Repositories

• ml_drought

  Machine learning to better predict and understand drought. Moving github.com/ml-clim

  machine-learning copernicus 2019
  Jupyter Notebook 6 59 25 17 Updated Jan 14, 2021

• air-quality-observation-classification
  HTML 2 3 0 2 Updated Jan 13, 2021

• Elefridge.jl

  Compressing atmospheric data into its real information

  entropy information-theory climate-data data-compression weather-forecast
  Jupyter Notebook MIT 1 11 0 0 Updated Jan 12, 2021

• aircraft_metadata_api

  A project for matching flight ID with AMDAR data using selenium
  Python 1 2 0 1 Updated Jan 7, 2021

• ECMWF-Conversational-Virtual-Assistant

  This is the source code belonging to the Machine Learning and Artificial Intelligence challenge #25 of the ECMWF Summer of Weather Code 2020 programme. Goal of the challenge is to build an easy to use Conversational Virtual Assistant for ECMWF and C3S's users.

  kotlin nlp chatbot ecmwf micronaut
  Kotlin MIT 1 1 0 1 Updated Jan 6, 2021

• HPC-performance-profiling-tool

  Challenge #13 - Tools and examples for visualising HPC performance data for the IFS
  Jupyter Notebook 2 1 0 4 Updated Jan 6, 2021

• ecPoint-Calibrate

  Interactive GUI (developed in Python) for calibration and conditional verification of numerical weather prediction model outputs.

  python calibration meteorology weather-forecast decision-trees ecmwf metview
  JavaScript GPL-3.0 5 14 17 0 Updated Jan 5, 2021

• wildfire-forecasting

  Forecasting wildfire danger using deep learning.

  deep-learning gis remote-sensing earth-observation wildfire-forecasting
  Jupyter Notebook GPL-3.0 4 19 1 0 Updated Dec 22, 2020

• UNSEEN-open

  An open, reproducible and transferable workflow to assess and anticipate climate extremes beyond the observed record
  Python MIT 2 5 0 0 Updated Nov 24, 2020

• BlackSwan

  Realtime Streaming Anomaly-Detection on Massive Log Files

  machine-learning deep-learning time-series realtime anomaly-detection
  Python MIT 2 2 0 0 Updated Nov 8, 2020

• DAAQS

  Detect Anomaly in Air Quality Station (DAAQS)
  Python MIT 0 2 0 0 Updated Oct 23, 2020

• pecos

  Forked from sandialabs/pecos

  Python package for performance monitoring of time series data
  Python 37 0 0 0 Updated Oct 13, 2020

• ml_flood

  Machine learning to predict floods

  machine-learning copernicus 2019
  Jupyter Notebook MIT 14 30 1 1 Updated Oct 1, 2020

• jupyter-openifs-training

  Challenge #11 - Creating Jupyter-based OpenIFS training material
  Jupyter Notebook 1 2 0 0 Updated Jul 28, 2020

• challenges_2020

  ECMWF Summer of Weather Code 2020 challenges

  python machine-learning jupyter climate julia fire atmosphere
  6 45 11 0 Updated Jun 9, 2020

• sci_vis

  BVtk: scientific visualization inside Blender
  Python 2 11 0 0 Updated Dec 2, 2019

• gis_dissolve_tool

  Repo for codes and data necessary for the ESoWC Challenge #3
  Python 2 7 0 1 Updated Sep 4, 2019

• openifs-scm-python

  Demonstration of Python interfaces and tools for the OpenIFS Single-Column Model (SCM).
  Jupyter Notebook 1 1 0 0 Updated Sep 2, 2019

• ml_fire

  machine-learning copernicus 2019
  Jupyter Notebook 2 2 5 0 Updated Jul 30, 2019

• challenges_2019

  Have a look at the challenges proposed for the 2019 edition of ECMWF's Summer of Weather Code.
  7 46 12 0 Updated May 30, 2019