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github.com/aildnont/water-forecast
/ types & classes
Types & classes
11 in github.com/aildnont/water-forecast
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Functions
84
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Types & classes
11
Class
ARIMAModel
A class for an Autoregressive Integrated Moving Average Model and the standard operations on it
src/models/arima.py:6
Class
CNN1DModel
A class representing a 1D convolutional neural network model with a single 1D convolutional layer
src/models/nn.py:267
Class
GRUModel
A class representing a recurrent neural network model with a single GRU layer
src/models/nn.py:234
Class
LSTMModel
A class representing a recurrent neural network model with a single LSTM layer
src/models/nn.py:200
Class
LinearRegressionModel
A class for an ordinary least squares linear regression model
src/models/skmodels.py:185
Class
ModelStrategy
An abstract base class for defining models. The interface to be implemented by subclasses define standard operations on models in data scienc
src/models/model.py:8
Class
NNModel
A class representing a neural network model defined using TensorFlow and the standard operations on it
src/models/nn.py:16
Class
ProphetModel
A class representing a Prophet model and standard operations on it
src/models/prophet.py:10
Class
RandomForestModel
A class for a random forest regression model
src/models/skmodels.py:203
Class
SARIMAXModel
A class for a Seasonal Autoregressive Integrated Moving Average Model and the standard operations on it
src/models/sarimax.py:6
Class
SKLearnModel
A class for a model defined using scikit-learn and the standard operations on it
src/models/skmodels.py:12