write_SkyNet_files module¶

This module contains function that write files to disk in the correct format as expected by SkyNet.

write_SkyNet_files.write_SkyNet_cla_bin(outfile, features, classes)¶

Writes a file Skynet to use with Skynet classifier.

Parameters:	outfile : string filename to be written. features : array of [n_samples, n_features] The feature array. classes : integer array of [n_samples] The classes that belong to the features.

write_SkyNet_files.write_SkyNet_reg(outfile, features, reg)¶

Writes a file Skynet to use with Skynet regressor.

Parameters:	outfile : string filename to be written. features : array of [n_samples, n_features] The feature array. reg : float array of [n_samples] The regression values that belong to the features.

write_SkyNet_files.write_SkyNet_config_file(SkyNet_config_file, train_input_file, network_file, classification_network, layers, activation, prior, whitenin, whitenout, noise_scaling, set_whitened_noise, sigma, confidence_rate, confidence_rate_minimum, iteration_print_frequency, fix_seed, fixed_seed, calculate_evidence, resume, historic_maxent, recurrent, convergence_function, validation_data, verbose, pretrain, nepoch, max_iter, line_search, mini_batch_fraction, norbias, reset_alpha, reset_sigma, randomise_weights)¶

Writes SkyNet config file to disk

Parameters:	All : see attributes of SkyNetClassfier and SkyNetRegressor