ML 4 Ocean Applications
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IPL-UV/ml4ocean
ML 4 Ocean Applications
IPL-UV/ml4ocean
Overview
API Documentation
Ideas
Notebooks
Notebooks
Global data
Global data
1.1 load processed data refactored
1 load processed data
2 ml algorithms
3 visualization
Na data
Na data
Trial1 gps
Trial2 gps
1 data analysis
1 data analysis
1 analysis control
Clustering
Scaling
2 preprocessing
2 preprocessing
0 preproc control
0 preproc control outputs
Clustering
3 models
3 models
0 baseline control
1 control baseline
1 control output transform
Revisit
Custom gpflow
Custom gpflow
Gpflow demo
Multitask svgp
Svgp
Custom sklearn
Custom sklearn
1 multitask vs multioutput
4 pipeline
4 pipeline
0.0 full walkthrough
2.0 experiment refactored
3.0 results
4.0 validation
5 plots
5 plots
Figures mlsp
Demos
Demos
0 loading data
1 multitask vs multioutput
2 pca transform
3 confidence intervals
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Full gp example
full walkthrough Copy1
Full walkthrough
Meta info
Sparse gps
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