clustering:
  advanced:
    PCA:
      n_components: XXX
      random_state: XXX
    dbscan:
      eps: XXX
      min_samples: XXX
    kmeans: XXX
    save_directory: XXX
    strong_kmeans:
      high: XXX
      iter: XXX
      low: XXX
      seed: XXX
      threshold: XXX
    version: XXX
  classical:
    CAH:
      n_clusters: XXX
    PCA:
      n_components: XXX
      random_state: XXX
    TSNE:
      n_components: XXX
    kmeans:
      n_clusters: XXX
      random_state: XXX
    model:
      name: XXX
      type: XXX
    save_directory: XXX
    version: XXX
  dbscan:
    dbscan:
      min_cluster_size: XXX
      min_samples: XXX
    model:
      name: XXX
      type: XXX
    save_directory: XXX
    umap:
      metric: XXX
      min_dist: XXX
      n_components: XXX
      n_neighbors: XXX
      random_state: XXX
    version: XXX
  n2d:
    kmeans:
      n_clusters: XXX
      random_state: XXX
    model:
      name: XXX
      type: XXX
    save_directory: XXX
    umap:
      metric: XXX
      min_dist: XXX
      n_components: XXX
      n_neighbors: XXX
      random_state: XXX
    version: XXX
directory:
  collections: XXX
  data_dir: XXX
  isr_dir: XXX
  project_dir: XXX
  reports: XXX
models:
  simple:
    activation: XXX
    batch_size: XXX
    callbacks:
      checkpoint:
        directory: XXX
        period: XXX
        verbose: XXX
      csv_logger:
        append: XXX
        directory: XXX
      display_picture:
        epoch_laps: XXX
    epochs: XXX
    initial_epoch: XXX
    input_channel: XXX
    input_height: XXX
    input_width: XXX
    latent_shape: XXX
    learning_rate: XXX
    model_name: XXX
    sampling: XXX
    save_directory: XXX
    steps_per_epoch: XXX
    use_multiprocessing: XXX
    validation_freq: XXX
    validation_steps: XXX
    verbose: XXX
    workers: XXX
  simple_conv:
    activation: XXX
    batch_size: XXX
    callbacks:
      checkpoint:
        directory: XXX
        period: XXX
        verbose: XXX
      csv_logger:
        append: XXX
        directory: XXX
      floyd: XXX
      tensorboard:
        limit_image: XXX
        log_dir: XXX
    epochs: XXX
    initial_epoch: XXX
    input_channel: XXX
    input_height: XXX
    input_width: XXX
    latent_channel: XXX
    latent_height: XXX
    latent_width: XXX
    learning_rate: XXX
    model_name: XXX
    sampling: XXX
    save_directory: XXX
    steps_per_epoch: XXX
    use_multiprocessing: XXX
    validation_freq: XXX
    validation_steps: XXX
    verbose: XXX
    workers: XXX
  variational:
    activation: XXX
    batch_size: XXX
    callbacks:
      checkpoint:
        directory: XXX
        period: XXX
        verbose: XXX
      csv_logger:
        append: XXX
        directory: XXX
      display_picture:
        epoch_laps: XXX
    epochs: XXX
    initial_epoch: XXX
    input_channel: XXX
    input_height: XXX
    input_width: XXX
    latent_shape: XXX
    learning_rate: XXX
    model_name: XXX
    save_directory: XXX
    steps_per_epoch: XXX
    use_multiprocessing: XXX
    validation_freq: XXX
    validation_steps: XXX
    verbose: XXX
    workers: XXX
  variational_conv:
    activation: XXX
    batch_size: XXX
    callbacks:
      checkpoint:
        directory: XXX
        period: XXX
        verbose: XXX
      csv_logger:
        append: XXX
        directory: XXX
      display_picture:
        epoch_laps: XXX
    epochs: XXX
    initial_epoch: XXX
    input_channel: XXX
    input_height: XXX
    input_width: XXX
    latent_shape: XXX
    learning_rate: XXX
    model_name: XXX
    save_directory: XXX
    steps_per_epoch: XXX
    use_multiprocessing: XXX
    validation_freq: XXX
    validation_steps: XXX
    verbose: XXX
    workers: XXX
mysql:
  database:
    name: XXX
    password: XXX
    port: XXX
    server: XXX
    user: XXX
sampling:
  autoencoder:
    directory:
      base: XXX
      from: XXX
      test: XXX
      train: XXX
      valid: XXX
    proportions:
      test: XXX
      train: XXX
      valid: XXX
    seed: XXX
version: XXX