{ "info": { "author": "Preflet", "author_email": "preflet@outlook.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: MIT License", "Programming Language :: Python", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Topic :: Software Development :: Libraries", "Topic :: Software Development :: Libraries :: Python Modules" ], "description": "# Preflet - Python SDK\n\nUse this SDK to communicate with Preflet's services to make your ML apps cloud native.\n\n\n## Sample Code\n\n\nfrom preflet import Model\nfrom preflet import generate_auth_token\nfrom preflet import list_all_models\nfrom preflet import get_model\n\n# train_type defaults to \"Classification\" and can be \"Multi-Class\" or\n# \"Regression\" as well\nmy_model = Model(\"your_model_name\", trained_clf, train_type=\"Multi-Class\")\n\nmy_model.calculate_metrics(y_test, predictions)\n\nmy_model.extract_metadata(x_train, y_train)\n\ntoken = generate_auth_token(api_key='your_api_key')\n\n# host can be 'beta.preflet.com' if you want to host it on the cloud, or\n# 'localhost'\nmy_model.upload(token, host='beta.preflet.com')\n\n\n# to get a list of all your models\ndata = list_all_models(token, host='beta.preflet.com')\n\n# get a specific model for normal use/batch-prediction\ndownloaded_clf, details = get_model(\"your_model_name\", token, host='beta.preflet.com')\n\n\n# make predictions out of the box\ndownloaded_clf.predict([...])\n\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://www.preflet.com", "keywords": "", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "preflet", "package_url": "https://pypi.org/project/preflet/", "platform": "", "project_url": "https://pypi.org/project/preflet/", "project_urls": { "Homepage": "https://www.preflet.com" }, "release_url": "https://pypi.org/project/preflet/0.0.1/", "requires_dist": [ "requests", "scikit-learn", "pandas", "tabulate", "pycryptodome" ], "requires_python": ">=3.5", "summary": "The official Python SDK to go along with Preflet.", "version": "0.0.1" }, "last_serial": 5851449, "releases": { "0.0.1": [ { "comment_text": "", "digests": { "md5": "90c98271ef9601e284cb6df75fc2c3cb", "sha256": "4fe581eb7d30627f0b7fb3805d903167e47bf9f32090569fc9bbecce7836ebcb" }, "downloads": -1, "filename": "preflet-0.0.1-py2-none-any.whl", "has_sig": false, "md5_digest": "90c98271ef9601e284cb6df75fc2c3cb", "packagetype": "bdist_wheel", "python_version": "py2", "requires_python": ">=3.5", "size": 4221, "upload_time": "2019-09-18T16:58:51", "url": "https://files.pythonhosted.org/packages/26/54/36a8ffd6630f191667c4818ff15207728a607d953e091f46d32116882342/preflet-0.0.1-py2-none-any.whl" }, { "comment_text": "", "digests": { "md5": "0690826ff34d4562cadedb3d6b788f22", "sha256": "96dc9e4bfe02294ad48e8cbc18aa4d99dd9d66520975aee4f7445ebc6106d25d" }, "downloads": -1, "filename": "preflet-0.0.1.tar.gz", "has_sig": false, "md5_digest": "0690826ff34d4562cadedb3d6b788f22", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.5", "size": 3909, "upload_time": "2019-09-18T16:58:53", "url": "https://files.pythonhosted.org/packages/f1/e9/f2d4b3b032e8b3f22ac61d3257447a746ecf0a13cc49aa456a03f6739a3b/preflet-0.0.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "90c98271ef9601e284cb6df75fc2c3cb", "sha256": "4fe581eb7d30627f0b7fb3805d903167e47bf9f32090569fc9bbecce7836ebcb" }, "downloads": -1, "filename": "preflet-0.0.1-py2-none-any.whl", "has_sig": false, "md5_digest": "90c98271ef9601e284cb6df75fc2c3cb", "packagetype": "bdist_wheel", "python_version": "py2", "requires_python": ">=3.5", "size": 4221, "upload_time": "2019-09-18T16:58:51", "url": "https://files.pythonhosted.org/packages/26/54/36a8ffd6630f191667c4818ff15207728a607d953e091f46d32116882342/preflet-0.0.1-py2-none-any.whl" }, { "comment_text": "", "digests": { "md5": "0690826ff34d4562cadedb3d6b788f22", "sha256": "96dc9e4bfe02294ad48e8cbc18aa4d99dd9d66520975aee4f7445ebc6106d25d" }, "downloads": -1, "filename": "preflet-0.0.1.tar.gz", "has_sig": false, "md5_digest": "0690826ff34d4562cadedb3d6b788f22", "packagetype": "sdist", "python_version": "source", "requires_python": ">=3.5", "size": 3909, "upload_time": "2019-09-18T16:58:53", "url": "https://files.pythonhosted.org/packages/f1/e9/f2d4b3b032e8b3f22ac61d3257447a746ecf0a13cc49aa456a03f6739a3b/preflet-0.0.1.tar.gz" } ] }