https://github.com/lostella/isf-deep-learning-workshop

https://github.com/lostella/isf-deep-learning-workshop

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/lostella/isf-deep-learning-workshop
• Owner: lostella
• Created: 2023-05-26T07:19:55.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-06-25T21:33:55.000Z (over 1 year ago)
• Last Synced: 2024-10-13T22:33:47.859Z (2 months ago)
• Language: Jupyter Notebook
• Size: 20.6 MB
• Stars: 4
• Watchers: 4
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ISF Deep Learning Workshop 2023

Links to notebooks:

1. GluonTS tutorial ([colab](https://colab.research.google.com/drive/1oOQa_tsNoHgqrTLWuIT28sW9EdHiZvrx?usp=sharing)) ([notebook](./notebooks/gluonts-isf-2023.ipynb))

2. Transformer models ([colab](https://colab.research.google.com/drive/1vqZUfVl3V5QiLHLKuhNCCbS_nG28Mmzi?usp=sharing)) ([notebook](./notebooks/transformers_m4_weekly.ipynb))

3. Multivariate M5 ([colab](https://colab.research.google.com/drive/10s7dAaS_1-CLCdeP8uXIZ66rT0l0kBIu?usp=sharing)) ([notebook](./notebooks/m5_multivariate.ipynb))

Links to slides:

1. [Intro](./slides/fcst-neural.pdf)

2. [Transformers](./slides/transformers-2023.pdf)