sklearn-sequence-classifiers

Convolutional neural network sequence classifier with a scikit-learn interface.

Usage example

Predicting IMDB review sentiments.:

from keras.datasets import imdb
from keras.preprocessing import sequence
from sequence_classifiers import CNNSequenceClassifier

maxlen = 400
(x_train, y_train), (x_test, y_test) = imdb.load_data(num_words=5000)
x_train = sequence.pad_sequences(x_train, maxlen=maxlen)
x_test = sequence.pad_sequences(x_test, maxlen=maxlen)

clf = CNNSequenceClassifier(epochs=2)
clf.fit(x_train, y_train)
print(clf.score(x_test, y_test))

Metadata

Release files for sklearn-sequence-classifiers 0.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for sklearn-sequence-classifiers 0.2
File	Size	Uploaded
sklearn-sequence-classifiers-0.2.tar.gz	6.5 kB	Feb 15, 2018	Details

Built distribution (wheel)

Table of built distributions (wheels) for sklearn-sequence-classifiers 0.2
File	Interpreter	ABI	Platform	Reset
sklearn_sequence_classifiers-0.2-py2.py3-none-any.whl 8.2 kB Feb 15, 2018	Python 3, Python 2	none	any	Details

Total release size: 14.6 kB

Release files / sklearn-sequence-classifiers-0.2.tar.gz

Download URL	sklearn-sequence-classifiers-0.2.tar.gz
Size	6.5 kB
Tags	Source
SHA-256 checksum How to use checksums	`433ae9b1a1cf3016cc5a7ac1da0e9c0e4852cbe6fb887337e08bc2422ba51a97`
BLAKE2b-256 checksum How to use checksums	`4c3f6197bc01c0e9d3d7cf5052d8d6950812deb374bd4aecd8ff86d69d66f8e1`
Upload date	Feb 15, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No

Release files / sklearn_sequence_classifiers-0.2-py2.py3-none-any.whl

Download URL	sklearn_sequence_classifiers-0.2-py2.py3-none-any.whl
Size	8.2 kB
Tags	Python 2 Python 3
SHA-256 checksum How to use checksums	`a196f21de1c0de91702ff162869575358075ce2cda37b8f047c054735e6a2807`
BLAKE2b-256 checksum How to use checksums	`517e7e02eba2500c723fe5c5c2dca185f2ac63a455aaa319c661608a8624745f`
Upload date	Feb 15, 2018
Uploaded using Trusted Publishing? What is trusted publishing?	No