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defaults.json
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defaults.json
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{
"GMMHMM": {
"parameters": {
"n_components": 3,
"n_mix": 2,
"covariance_type": "diag",
"init_params": "stwmc"
},
"train": {
"weight_rand_init": 0.1,
"mean_rand_init": 0.1,
"covar_rand_init": 0.1,
"n_iter": 4,
"verbose": true,
"tol": 0,
"rescale_samples": true
}
},
"LSTM": {
"parameters": {
"num_layers": 2,
"dropout": 0,
"hidden_dim": 20,
"binary": true
},
"train": {
"learning_rate": 0.001,
"batch_size": 256,
"n_iter": 20,
"verbose": true,
"force_cpu": false,
"rescale_samples": true
}
},
"GenHMM": {
"parameters": {
"n_states": 3,
"n_prob_components": 2,
"em_skip": 4,
"device": "cpu",
"lr": 0.004,
"net_H": 24,
"net_D": null,
"net_nchain": 4,
"p_drop": 0,
"mask_type": "cross",
"startprob_type": "first",
"transmat_type": "triangular"
},
"train": {
"batch_size": 96,
"n_iter": 4,
"force_cpu": false
}
},
"GMM": {
"parameters": {
"n_components": 2,
"n_init": 4,
"max_iter": 100,
"tol": 0,
"covariance_type": "diag"
},
"train": {
"verbose": true,
"rescale_samples": false
}
}
}