ai4water
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modules

  • Model
  • models
  • datasets
  • preprocessing
  • postprocessing
  • Exploratory Data Analysis
  • HyperParameter Optimization
  • Experiments
  • Evapotranspiration
  • utility functions
  • Examples
    • permutation importance
    • Building Machine learning models
    • partial dependence plot
    • ML Regression Experiments
    • EDA of beach water quality
    • cross validation
    • Activations
    • hyperparameter optimization using HyperOpt
    • Building neural netowrks with tensorflow
ai4water
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Examples

Below is a gallery of examples

permutation importance

permutation importance

Building Machine learning models

Building Machine learning models

partial dependence plot

partial dependence plot

ML Regression Experiments

ML Regression Experiments

EDA of beach water quality

EDA of beach water quality

cross validation

cross validation

Activations

Activations

hyperparameter optimization using HyperOpt

hyperparameter optimization using HyperOpt

Building neural netowrks with tensorflow

Building neural netowrks with tensorflow

Download all examples in Python source code: auto_examples_python.zip

Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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