PyRCN API

• PyRCN package
  • Submodules
  • Subpackages
• pyrcn.base
  • pyrcn.base.blocks.InputToNode
    • InputToNode
      • InputToNode.bias_weights
      • InputToNode.fit()
      • InputToNode.input_weights
      • InputToNode.transform()
    • PredefinedWeightsInputToNode
      • PredefinedWeightsInputToNode.fit()
    • BatchIntrinsicPlasticity
      • BatchIntrinsicPlasticity.IN_DISTRIBUTION_PARAMS
      • BatchIntrinsicPlasticity.OUT_DISTRIBUTION
      • BatchIntrinsicPlasticity.fit()
      • BatchIntrinsicPlasticity.transform()
  • pyrcn.base.blocks.NodeToNode
    • NodeToNode
      • NodeToNode.fit()
      • NodeToNode.recurrent_weights
      • NodeToNode.transform()
    • PredefinedWeightsNodeToNode
      • PredefinedWeightsNodeToNode.fit()
    • HebbianNodeToNode
      • HebbianNodeToNode.fit()
• pyrcn.echo_state_network
  • Echo State Network
    • ESNRegressor
      • ESNRegressor.decision_strategy
      • ESNRegressor.fit()
      • ESNRegressor.get_params()
      • ESNRegressor.hidden_layer_state()
      • ESNRegressor.input_to_node
      • ESNRegressor.node_to_node
      • ESNRegressor.partial_fit()
      • ESNRegressor.predict()
      • ESNRegressor.regressor
      • ESNRegressor.requires_sequence
      • ESNRegressor.sequence_to_value
      • ESNRegressor.set_fit_request()
      • ESNRegressor.set_params()
      • ESNRegressor.set_partial_fit_request()
      • ESNRegressor.set_score_request()
    • ESNClassifier
      • ESNClassifier.fit()
      • ESNClassifier.partial_fit()
      • ESNClassifier.predict()
      • ESNClassifier.predict_log_proba()
      • ESNClassifier.predict_proba()
      • ESNClassifier.set_fit_request()
      • ESNClassifier.set_partial_fit_request()
      • ESNClassifier.set_score_request()
• pyrcn.extreme_learning_machine
  • ELMRegressor
    • ELMRegressor.chunk_size
    • ELMRegressor.fit()
    • ELMRegressor.get_params()
    • ELMRegressor.hidden_layer_state()
    • ELMRegressor.input_to_node
    • ELMRegressor.partial_fit()
    • ELMRegressor.predict()
    • ELMRegressor.regressor
    • ELMRegressor.set_fit_request()
    • ELMRegressor.set_params()
    • ELMRegressor.set_partial_fit_request()
    • ELMRegressor.set_score_request()
  • ELMClassifier
    • ELMClassifier.fit()
    • ELMClassifier.partial_fit()
    • ELMClassifier.predict()
    • ELMClassifier.predict_log_proba()
    • ELMClassifier.predict_proba()
    • ELMClassifier.set_fit_request()
    • ELMClassifier.set_partial_fit_request()
    • ELMClassifier.set_score_request()
• pyrcn.linear_model
  • IncrementalRegression
    • IncrementalRegression.coef_
    • IncrementalRegression.intercept_
    • IncrementalRegression.coef_
    • IncrementalRegression.fit()
    • IncrementalRegression.intercept_
    • IncrementalRegression.partial_fit()
    • IncrementalRegression.predict()
    • IncrementalRegression.set_partial_fit_request()
    • IncrementalRegression.set_score_request()