{ "info": { "author": "Antti Ajanki", "author_email": "antti.ajanki@iki.fi", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: BSD License", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Topic :: Scientific/Engineering :: Information Analysis", "Topic :: Software Development :: Libraries" ], "description": "Sequence classifiers for scikit-learn\n=====================================\n\nConvolutional neural network sequence classifier with a scikit-learn interface.\n\nUsage example\n-------------\n\nPredicting IMDB review sentiments.::\n\n from keras.datasets import imdb\n from keras.preprocessing import sequence\n from sequence_classifiers import CNNSequenceClassifier\n\n maxlen = 400\n (x_train, y_train), (x_test, y_test) = imdb.load_data(num_words=5000)\n x_train = sequence.pad_sequences(x_train, maxlen=maxlen)\n x_test = sequence.pad_sequences(x_test, maxlen=maxlen)\n\n clf = CNNSequenceClassifier(epochs=2)\n clf.fit(x_train, y_train)\n print(clf.score(x_test, y_test))\n\n\n", "description_content_type": null, "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "", "keywords": "", "license": "BSD", "maintainer": "", "maintainer_email": "", "name": "sklearn-sequence-classifiers", "package_url": "https://pypi.org/project/sklearn-sequence-classifiers/", "platform": "", "project_url": "https://pypi.org/project/sklearn-sequence-classifiers/", "project_urls": null, "release_url": "https://pypi.org/project/sklearn-sequence-classifiers/0.2/", "requires_dist": [ "Keras", "h5py", "scikit-learn" ], "requires_python": "", "summary": "Sequence classifiers for scikit-learn", "version": "0.2" }, 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