Ecnet

Latest version: v4.1.2

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1.5.0

- Changes to Server methods:
- open_project -> __open_project, now called with optional argument on Server initialization
- Updated default arguments for create_project, import_data, train_model, select_best
- Configuration .yml file now only contains model architecture/learning variables
- Variable names renamed for clarity
- tune_hyperparameters now scales to predefined number of hidden layers
- Changes to ecnet/model.py methods:
- Activation functions are now stored in ACTIVATION_FUNCTIONS, a dictionary of callable functions
- corresponding to supplied activation functions
- Layer objects house activation functions corresponding to ACTIVATION_FUNCTIONS
- __feed_forward uses the activation function stored in Layer for computation
- Updates to documentation/examples reflecting above changes
- Code style == pep8

1.4.6

1.4.5

Upon saving a project, the current Server configuration is now included in the .project file; when opening the .project file for use, the configuration found in the .project file is imported as the Server's configuration.

1.4.4

- General cleanup for easy-reading and documentation

1.4.3.1

- Added option to shuffle data sets for each population member when limiting input parameter dimensionality using genetic algorithm
- Removed shuffling functionality for iterative inclusion dimensionality reduction; caused indexing errors

1.4.2

Moved DataPoint class out of DataFrame class in ecnet/data_utils.py; having this inside caused errors in saving DataPoint objects using save_project() Server method

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