acds package

Subpackages

• acds.archetypes package
  • Submodules
  • acds.archetypes.esn module
    • DeepReservoir
      • DeepReservoir.forward()
    • ReservoirCell
      • ReservoirCell.forward()
    • ReservoirLayer
      • ReservoirLayer.forward()
      • ReservoirLayer.init_hidden()
  • acds.archetypes.hcornn module
    • hcoRNN
      • hcoRNN.cell()
      • hcoRNN.forward()
  • acds.archetypes.pron module
    • MultistablePhysicallyImplementableRandomizedOscillatorsNetwork
      • MultistablePhysicallyImplementableRandomizedOscillatorsNetwork.cell()
      • MultistablePhysicallyImplementableRandomizedOscillatorsNetwork.forward()
    • PhysicallyImplementableRandomizedOscillatorsNetwork
      • PhysicallyImplementableRandomizedOscillatorsNetwork.cell()
      • PhysicallyImplementableRandomizedOscillatorsNetwork.forward()
    • get_input_fn()
  • acds.archetypes.rnn module
    • GRU_DFA
      • GRU_DFA.compute_update()
      • GRU_DFA.forward()
    • LSTM
      • LSTM.forward()
    • RNN_DFA
      • RNN_DFA.compute_update()
      • RNN_DFA.forward()
      • RNN_DFA.initHidden()
  • acds.archetypes.ron module
    • RandomizedOscillatorsNetwork
      • RandomizedOscillatorsNetwork.cell()
      • RandomizedOscillatorsNetwork.forward()
  • acds.archetypes.run module
    • UnicycleNetwork
      • UnicycleNetwork.angle_to_unit_vector()
      • UnicycleNetwork.forward()
      • UnicycleNetwork.pairwise_differences()
      • UnicycleNetwork.set_eq_distances_from_positions()
    • UnicycleReservoir
      • UnicycleReservoir.forward()
  • acds.archetypes.trainable_pron module
    • TrainedPhysicallyImplementableRandomizedOscillatorsNetwork
      • TrainedPhysicallyImplementableRandomizedOscillatorsNetwork.cell()
      • TrainedPhysicallyImplementableRandomizedOscillatorsNetwork.forward()
  • acds.archetypes.utils module
    • antisymmetric_matrix()
    • count_parameters()
    • get_hidden_topology()
    • sparse_eye_init()
    • sparse_recurrent_tensor_init()
    • sparse_tensor_init()
    • spectral_norm_scaling()
  • acds.archetypes.vdpon module
    • VanDerPolOscillatorsNetwork
      • VanDerPolOscillatorsNetwork.cell()
      • VanDerPolOscillatorsNetwork.forward()
  • Module contents
    • DeepReservoir
      • DeepReservoir.forward()
    • GRU_DFA
      • GRU_DFA.compute_update()
      • GRU_DFA.forward()
    • LSTM
      • LSTM.forward()
    • MultistablePhysicallyImplementableRandomizedOscillatorsNetwork
      • MultistablePhysicallyImplementableRandomizedOscillatorsNetwork.cell()
      • MultistablePhysicallyImplementableRandomizedOscillatorsNetwork.forward()
    • PhysicallyImplementableRandomizedOscillatorsNetwork
      • PhysicallyImplementableRandomizedOscillatorsNetwork.cell()
      • PhysicallyImplementableRandomizedOscillatorsNetwork.forward()
    • RNN_DFA
      • RNN_DFA.compute_update()
      • RNN_DFA.forward()
      • RNN_DFA.initHidden()
    • RandomizedOscillatorsNetwork
      • RandomizedOscillatorsNetwork.cell()
      • RandomizedOscillatorsNetwork.forward()
    • TrainedPhysicallyImplementableRandomizedOscillatorsNetwork
      • TrainedPhysicallyImplementableRandomizedOscillatorsNetwork.cell()
      • TrainedPhysicallyImplementableRandomizedOscillatorsNetwork.forward()
    • UnicycleReservoir
      • UnicycleReservoir.forward()
    • hcoRNN
      • hcoRNN.cell()
      • hcoRNN.forward()
• acds.benchmarks package
  • Subpackages
    • acds.benchmarks.adiac package
      • Submodules
      • acds.benchmarks.adiac.dataset module
      • acds.benchmarks.adiac.getter module
      • Module contents
  • Submodules
  • acds.benchmarks.cifar10 module
    • get_cifar10_data()
  • acds.benchmarks.libras module
    • get_libras_data()
  • acds.benchmarks.mackey_glass module
    • get_mackey_glass()
    • get_mackey_glass_windows()
  • acds.benchmarks.mallat module
    • get_mallat_data()
  • acds.benchmarks.mnist module
    • get_mnist_data()
  • acds.benchmarks.rc_dataset module
    • RCDataset
  • acds.benchmarks.touchsensor module
  • acds.benchmarks.trace module
    • get_trace_data()
  • Module contents
    • get_adiac_data()
    • get_cifar10_data()
    • get_libras_data()
    • get_mackey_glass()
    • get_mackey_glass_windows()
    • get_mallat_data()
    • get_mnist_data()
    • get_trace_data()
• acds.evolutionary package
  • Submodules
  • acds.evolutionary.environment module
    • SwarmForagingEnv
      • SwarmForagingEnv.change_season()
      • SwarmForagingEnv.close()
      • SwarmForagingEnv.create_initial_state()
      • SwarmForagingEnv.print_observations()
      • SwarmForagingEnv.process_observation()
      • SwarmForagingEnv.render()
      • SwarmForagingEnv.reset()
      • SwarmForagingEnv.step()
  • acds.evolutionary.experiment module
    • LifelongEvoSwarmExperiment
      • LifelongEvoSwarmExperiment.drift()
      • LifelongEvoSwarmExperiment.run()
      • LifelongEvoSwarmExperiment.run_genome()
  • acds.evolutionary.run module
    • main()
  • acds.evolutionary.utils module
    • create_gif()
    • draw_net()
    • eaEvoStick()
    • eaSimpleWithElitism()
    • inverse_sigmoid()
    • load_experiment_json()
    • load_logbook_json()
    • neat_sigmoid()
    • plot_evolution()
    • print_kinematic_matrix()
    • selElitistAndTournament()
    • visual_grid_to_image()
  • Module contents

Module contents