{ "info": { "author": "blazee.io", "author_email": "support@blazee.io", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Natural Language :: English", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Operating System :: Unix", "Programming Language :: Python", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.5", "Programming Language :: Python :: 3.6", "Programming Language :: Python :: 3.7", "Topic :: Scientific/Engineering", "Topic :: Software Development" ], "description": "# Python Library for Blazee\n\n## Intro\n\nBlazee is the easiest and fastest way to turn your Machine Learning\nmodels and pipelines into a production ready prediction API.\n\nIt allows you to deploy trained models straight from a Jupyter Notebook\nor any other model training environment, and access them live from anywhere\nusing the Blazee HTTP API.\n\nThis library can also be used\n\n## Supported Frameworks\n\nAt the moment, we support the following frameworks:\n\n- Scikit Learn (Supervised learning models and pipeline)\n- Keras\n- PyTorch\n- XGBoost\n- LightGBM\n\nComing soon:\n\n- H2O\n- XGBoost\n- LightGBM\n- Tensorflow\n\n## Installation\n\nInstall from pip\n\n```shell\npip install blazee\n```\n\nSign up and get an API Key from https://blazee.io\n\n## Usage\n\n```python\n# Train your model like you usually do\n>>> from sklearn.linear_model import LogisticRegressionCV\n>>> clf = LogisticRegressionCV()\n>>> ...\n>>> clf.train(X)\n\n# Deploy your model on Blazee\n# Get your API Key on https://blazee.io\n>>> from blazee import Blazee\n>>> bz = Blazee(YOUR_API_KEY)\n>>> model = bz.deploy_model(clf)\nUploading model to Blazee...\nSuccessfully deployed model bdea76f4-fa0f-4ef1-8bc5-f36978a4488e\nDeploying model... This will take a few moments\n\n# Predict a single sample\n>>> pred = model.predict(X[0])\n>>> pred.prediction\n1\n>>> pred.probas\n{0: 0.08, 1:0.91, 2: 0.01}\n\n# Or predict a batch\n>>> preds = model.batch_predict(X)\n\n# Deploy another version of the model\n>>> clf2 = SGDClassifier()\n>>> ...\n>>> clf2.train(X)\n>>> model.update(clf2)\n```\n\n## Support\n\nContact us at support@blazee.io or open a Github Issue for any question or bug report.\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/blazee-io/blazee-python", "keywords": "", "license": "GNU General Public License v3.0", "maintainer": "", "maintainer_email": "", "name": "blazee", "package_url": "https://pypi.org/project/blazee/", "platform": "", "project_url": "https://pypi.org/project/blazee/", "project_urls": { "Homepage": "https://github.com/blazee-io/blazee-python" }, "release_url": 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