Mercurial > ift6266
annotate datasets/defs.py @ 194:c69c1d832a53
Fix import of scalar_series.
author | Arnaud Bergeron <abergeron@gmail.com> |
---|---|
date | Tue, 02 Mar 2010 17:28:14 -0500 |
parents | f0f47b045cbf |
children | 476da2ba6a12 |
rev | line source |
---|---|
181
f0f47b045cbf
Remove a stray cast in the FTDataSet code and export the ocr dataset.
Arnaud Bergeron <abergeron@gmail.com>
parents:
180
diff
changeset
|
1 __all__ = ['nist_digits', 'nist_lower', 'nist_upper', 'nist_all', 'ocr'] |
163
4b28d7382dbf
Add inital implementation of datasets.
Arnaud Bergeron <abergeron@gmail.com>
parents:
diff
changeset
|
2 |
4b28d7382dbf
Add inital implementation of datasets.
Arnaud Bergeron <abergeron@gmail.com>
parents:
diff
changeset
|
3 from ftfile import FTDataSet |
180
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
4 import theano |
163
4b28d7382dbf
Add inital implementation of datasets.
Arnaud Bergeron <abergeron@gmail.com>
parents:
diff
changeset
|
5 |
175
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
6 NIST_PATH = '/data/lisa/data/nist/by_class/' |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
7 DATA_PATH = '/data/lisa/data/ift6266h10/' |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
8 |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
9 nist_digits = FTDataSet(train_data = [NIST_PATH+'digits/digits_train_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
10 train_lbl = [NIST_PATH+'digits/digits_train_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
11 test_data = [NIST_PATH+'digits/digits_test_data.ft'], |
180
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
12 test_lbl = [NIST_PATH+'digits/digits_test_labels.ft'], |
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
13 indtype=theano.config.floatX, inscale=255.) |
175
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
14 nist_lower = FTDataSet(train_data = [NIST_PATH+'lower/lower_train_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
15 train_lbl = [NIST_PATH+'lower/lower_train_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
16 test_data = [NIST_PATH+'lower/lower_test_data.ft'], |
180
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
17 test_lbl = [NIST_PATH+'lower/lower_test_labels.ft'], |
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
18 indtype=theano.config.floatX, inscale=255.) |
175
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
19 nist_upper = FTDataSet(train_data = [NIST_PATH+'upper/upper_train_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
20 train_lbl = [NIST_PATH+'upper/upper_train_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
21 test_data = [NIST_PATH+'upper/upper_test_data.ft'], |
180
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
22 test_lbl = [NIST_PATH+'upper/upper_test_labels.ft'], |
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
23 indtype=theano.config.floatX, inscale=255.) |
163
4b28d7382dbf
Add inital implementation of datasets.
Arnaud Bergeron <abergeron@gmail.com>
parents:
diff
changeset
|
24 |
175
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
25 nist_all = FTDataSet(train_data = [DATA_PATH+'train_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
26 train_lbl = [DATA_PATH+'train_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
27 test_data = [DATA_PATH+'test_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
28 test_lbl = [DATA_PATH+'test_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
29 valid_data = [DATA_PATH+'valid_data.ft'], |
180
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
30 valid_lbl = [DATA_PATH+'valid_labels.ft'], |
76bc047df5ee
Add dtype conversion and rescaling to the read path.
Arnaud Bergeron <abergeron@gmail.com>
parents:
175
diff
changeset
|
31 indtype=theano.config.floatX, inscale=255.) |
175
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
32 |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
33 ocr = FTDataSet(train_data = [DATA_PATH+'ocr_train_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
34 train_lbl = [DATA_PATH+'ocr_train_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
35 test_data = [DATA_PATH+'ocr_test_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
36 test_lbl = [DATA_PATH+'ocr_test_labels.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
37 valid_data = [DATA_PATH+'ocr_valid_data.ft'], |
224321bf043a
Define the ocr dataset and use the existing split for nist.
Arnaud Bergeron <abergeron@gmail.com>
parents:
164
diff
changeset
|
38 valid_lbl = [DATA_PATH+'ocr_valid_labels.ft']) |