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| -rw-r--r-- | config/bidirectional_tgtcls_2.py | 33 |
1 files changed, 33 insertions, 0 deletions
diff --git a/config/bidirectional_tgtcls_2.py b/config/bidirectional_tgtcls_2.py new file mode 100644 index 0000000..f1bf7bd --- /dev/null +++ b/config/bidirectional_tgtcls_2.py @@ -0,0 +1,33 @@ +import os +import cPickle + +from blocks.initialization import IsotropicGaussian, Constant + +import data +from model.bidirectional_tgtcls import Model, Stream + + +with open(os.path.join(data.path, 'arrival-clusters.pkl')) as f: tgtcls = cPickle.load(f) + +dim_embeddings = [ + ('origin_call', data.origin_call_train_size, 10), + ('origin_stand', data.stands_size, 10), + ('week_of_year', 52, 10), + ('day_of_week', 7, 10), + ('qhour_of_day', 24 * 4, 10), + ('taxi_id', data.taxi_id_size, 10), +] + +hidden_state_dim = 20 + +dim_hidden = [100] + +embed_weights_init = IsotropicGaussian(0.01) +weights_init = IsotropicGaussian(0.1) +biases_init = Constant(0.01) + +batch_size = 300 +batch_sort_size = 20 + +max_splits = 200 + |