echo state network用のプログラム
train.pyを実行

• '--in_size', '-i', type=int,help='input size(default=1)', default=1
• '--res_size', '-r', type=int,help='reservoir size(default=100)', default=100
• '--out_size', '-o', type=int,help='output size(default=1)', default=1
• '--con', '-c', type=float,help='connectivity range:0~1(default=0.05)', default=0.05
• '--dataset', '-d', type=str,help='dataset name MG:Mackey_Glass(default)', default='MG'
• '--data_len', '-l', type=int,help='dataset length(default=2000)', default=2000
• '--folder', '-f', type=str,help='output folder name(default=nowtime)', default=datetime.datetime.now().strftime('%Y-%m-%d_%H-%M-%S')
• '--topology', '-t', type=str,help='topology:array (default:array)', default='random'

• '--epoch', '-e', type=int, default=100, help='Number of sweeps over the dataset to train'
• '--batchsize', '-b', type=int, default=100, help='Number of images in each mini-batch'
• '--frequency', type=int, default=-1, help='Frequency of taking a snapshot'
• '--gpu', '-g', type=int, default=-1, help='GPU ID (negative value indicates CPU)'
• '--resume', default='', help='Resume the training from snapshot'
• '--noplot', dest='plot', action='store_false', help='Disable PlotReport extension'