Basil Kraft's repositories
drought_ml
Drought prediction and understanding with deep learning
dl4es_ch18
Contains experiments conducted for the DL4ES book, chapter 18. We use an LSTM (and contrast to a feed-forward model) to emulate a land-surface model to demonstrate the capability of an LSTM to capture ecological memory effects on the global scale for various conditions.
swe_hybrid
Simple hybrid model of snow water equivalent (SWE) for educational purpose
embedding-video
A demonstration on three ways to embed videos in LaTeX.
Language:TeX000
pytorch_utils
Helper tools do build pytorch models and pipelines.
ts_transformer
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Language:Jupyter NotebookGPL-3.0000
vscode-reveal
Revealjs vsCode extension
Language:JavaScriptMIT000