From 5f42c01231ccec377196472b6f4682b6afeb878d Mon Sep 17 00:00:00 2001 From: Alex Auvolat Date: Mon, 4 May 2015 17:13:08 -0400 Subject: Add model with predefined target classes --- config/simple_mlp_tgtcls_0.py | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) create mode 100644 config/simple_mlp_tgtcls_0.py (limited to 'config') diff --git a/config/simple_mlp_tgtcls_0.py b/config/simple_mlp_tgtcls_0.py new file mode 100644 index 0000000..9ccfbfd --- /dev/null +++ b/config/simple_mlp_tgtcls_0.py @@ -0,0 +1,25 @@ +import cPickle + +import data + +import model.simple_mlp_tgtcls as model + +n_dow = 7 # number of division for dayofweek/dayofmonth/hourofday +n_dom = 31 +n_hour = 24 + +n_begin_end_pts = 5 # how many points we consider at the beginning and end of the known trajectory +n_end_pts = 5 + +n_valid = 1000 + +with open(data.DATA_PATH + "/arrival-clusters.pkl") as f: tgtcls = cPickle.load(f) + +dim_embed = 10 +dim_input = n_begin_end_pts * 2 * 2 + dim_embed + dim_embed +dim_hidden = [200] +dim_output = tgtcls.shape[0] + +learning_rate = 0.0001 +momentum = 0.99 +batch_size = 32 -- cgit v1.2.3