Ecnet

Latest version: v4.1.4

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1.5.2

- Full paths for project_file supplied to Server will now be utilized
- Model configuration file will not be extracted to the current working directory

1.5.1

- Fixed issue with data shuffling for genetic algorithm population members
- Fixed case where feedback printing variable was not defined when calling limiting function

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

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