uploading settings for RCGAN eICU and MNIST, as well as RGAN mnist (f…

…ull, but needs checking)

experiments/settings/cristobal_eicu.txt

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+{
+"settings_file": "cristobal_eicu",
+"data": "eICU_task",
+"num_samples": 17693,
+"seq_length": 16,
+"num_signals": 4,
+"normalise": false,
+"cond_dim": 7,
+"max_val": 1,
+"one_hot": true,
+"predict_labels": false,
+"scale": 0.1,
+"freq_low": 1.0,
+"freq_high": 5.0,
+"amplitude_low": 0.1,
+"amplitude_high": 0.9,
+"multivariate_mnist": true,
+"full_mnist": false,
+"data_load_from": "",
+"resample_rate_in_min": 15,
+"hidden_units_g": 100,
+"hidden_units_d": 100,
+"kappa": 1,
+"latent_dim": 10,
+"batch_mean": false,
+"learn_scale": false,
+"learning_rate": 0.1,
+"batch_size": 28,
+"num_epochs": 1005,
+"D_rounds": 1,
+"G_rounds": 3,
+"use_time": false,
+"WGAN": false,
+"WGAN_clip": false,
+"shuffle": true,
+"wrong_labels": false,
+"identifier": "cristobal_eicu",
+"dp": false,
+"l2norm_bound": 4,
+"batches_per_lot": 1,
+"dp_sigma": 0.6,
+"num_generated_features": 4
+}

experiments/settings/cristobal_mnist.txt

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+{
+"settings_file": "cristobal_mnist",
+"data": "mnist",
+"num_samples": 18623,
+"seq_length": 14,
+"num_signals": 14,
+"normalise": false,
+"cond_dim": 3,
+"max_val": 1,
+"one_hot": true,
+"predict_labels": false,
+"scale": 0.1,
+"freq_low": 1.0,
+"freq_high": 5.0,
+"amplitude_low": 0.1,
+"amplitude_high": 0.9,
+"multivariate_mnist": true,
+"full_mnist": false,
+"data_load_from": "",
+"resample_rate_in_min": 15,
+"hidden_units_g": 100,
+"hidden_units_d": 100,
+"kappa": 1,
+"latent_dim": 3,
+"batch_mean": false,
+"learn_scale": false,
+"learning_rate": 0.1,
+"batch_size": 28,
+"num_epochs": 191,
+"D_rounds": 1,
+"G_rounds": 2,
+"use_time": false,
+"WGAN": false,
+"WGAN_clip": false,
+"shuffle": true,
+"wrong_labels": false,
+"identifier": "cristobal_mnist",
+"dp": false,
+"l2norm_bound": 4,
+"batches_per_lot": 1,
+"dp_sigma": 0.6,
+"num_generated_features": 14
+}

experiments/settings/mnistfull.txt

@@ -0,0 +1,39 @@
+{
+"settings_file": "",
+"data": "mnist",
+"num_samples": 60000,
+"seq_length": 28,
+"num_signals": 28,
+"normalise": false,
+"cond_dim": 0,
+"max_val": 1,
+"one_hot": false,
+"predict_labels": false,
+"scale": 0.1,
+"freq_low": 1.0,
+"freq_high": 5.0,
+"amplitude_low": 0.1,
+"amplitude_high": 0.9,
+"multivariate_mnist": true,
+"full_mnist": true,
+"data_load_from": "",
+"resample_rate_in_min": 15,
+"hidden_units_g": 100,
+"hidden_units_d": 100,
+"kappa": 1,
+"latent_dim": 5,
+"batch_mean": false,
+"learning_rate": 0.1,
+"batch_size": 28,
+"num_epochs": 500,
+"D_rounds": 1,
+"G_rounds": 1,
+"use_time": false,
+"WGAN": false,
+"WGAN_clip": false,
+"shuffle": true,
+"wrong_labels": false,
+"identifier": "mnistfull",
+"num_generated_features": 28,
+"learn_scale": false
+}