https://github.com/i4ds/rodem-sp-tutorial-2021

Tutorial on Tools and Datasets for Machine Learning in Solar Physics prepared for the RODEM autumn session 2021
https://github.com/i4ds/rodem-sp-tutorial-2021

Last synced: 12 months ago
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Tutorial on Tools and Datasets for Machine Learning in Solar Physics prepared for the RODEM autumn session 2021

• Host: GitHub
• URL: https://github.com/i4ds/rodem-sp-tutorial-2021
• Owner: i4Ds
• Created: 2021-09-10T13:01:15.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2021-09-23T09:24:27.000Z (over 4 years ago)
• Last Synced: 2025-06-18T01:51:28.384Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 14.4 MB
• Stars: 3
• Watchers: 5
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# rodem-sp-tutorial-2021 

Tutorial on Tools and Datasets for Machine Learning in Solar Physics prepared for the RODEM autumn session 2021.

## Contents  

- [Demos](#demos)

  - [SDO Benchmark Dataset](#sdo-benchmark-dataset)

  - [SOHO Sunspot Dataset](#soho-sunspot-dataset)

  - [kaggle2019 Time Series](#kaggle2019-time-series)

  - [Galaxy Zoo Dataset](#galaxy-zoo-dataset)

  - [IRIS Dataset](#iris-dataset)

- [Development](#development)

- [Links](#links)

## Demos

### SDO Benchmark Dataset

[![Open SDO Benchmark Demo in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/i4Ds/rodem-sp-tutorial-2021/blob/main/notebooks/SDO_benchmark_dataset.ipynb)

### SOHO Sunspot Dataset

[![Open SOHO Sunpots Demo in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/i4Ds/rodem-sp-tutorial-2021/blob/main/notebooks/SOHO_sunspots_dataset.ipynb)

### kaggle2019 Time Series

[![Open SOHO Sunpots Demo in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/i4Ds/rodem-sp-tutorial-2021/blob/main/notebooks/SDO_kaggle2019_time_series.ipynb)

### Galaxy Zoo Dataset

[![Open Galaxy Zoo Demo in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/i4Ds/rodem-sp-tutorial-2021/blob/main/notebooks/GalaxyZoo_dataset.ipynb)

### IRIS Dataset

[![Open IRIS Dataset in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/i4Ds/rodem-sp-tutorial-2021/blob/main/notebooks/IRIS_spectra_samples.ipynb)

## Development

TL;DR for local development

```

make setup

make notebook

```

## Links

- [Awesome Helio](https://github.com/i4Ds/awesome-helio)

- [How to use Google Collab with Github](https://colab.research.google.com/github/googlecolab/colabtools/blob/master/notebooks/colab-github-demo.ipynb)