{
    "info": {
        "author": "Octopus Energy",
        "author_email": "nerds@octopus.energy",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "[![CircleCI](https://circleci.com/gh/octoenergy/timeserio/tree/master.svg?style=svg)](https://circleci.com/gh/octoenergy/timeserio/tree/master)\n\n# timeserio\n\n`timeserio` is the missing link between `pandas`, `scikit-learn` and `keras`. It simplifies building end-to-end deep learning models - from a DataFrame through feature pipelines to multi-stage models with shared layers. While initially developed for tackling time series problems, it has since been used as a versatile tool for rapid ML model development and deployment.\n\nLoosing track of big networks with multiple inputs and outputs? Forgetting to freeze the right layers?\nStruggling to re-generate the input features? `timeserio` can help!\n\n![complex_network](https://raw.githubusercontent.com/octoenergy/timeserio/master/docs/source/_static/multinetwork_complex.svg?sanitize=true)\n\n## Features\n\n* Enable encapsulated, maintainable and reusable deep learning models\n* Feed data from `pandas` through `scikit-learn` feature pipelines to multiple neural network inputs\n* Manage complex architectures, layer sharing, partial freezing and re-training\n* Provide collection of extensible building blocks with emphasis on time series problems\n\n## Installation\n\n`pip install timeserio`, or install from source - `pip install -e .`\n\nSee [Getting Started](http://docs.octopus.engineering/timeserio/overview/getting_started.html#installation)\n\n## Documentation and Tutorials\n\nPlease see the [official documentation](http://tech.octopus.energy/timeserio/) on how to get started.\n\n## Development\n\nWe welcome contributions and enhancements to any part of the code base, documentation, or tool chain.\n\nSee [CONTRIBUTING.md](https://github.com/octoenergy/timeserio/blob/master/CONTRIBUTING.md) for details on setting up the development environment, running tests,\netc.\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/octoenergy/timeserio",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "timeserio",
        "package_url": "https://pypi.org/project/timeserio/",
        "platform": "",
        "project_url": "https://pypi.org/project/timeserio/",
        "project_urls": {
            "Homepage": "https://github.com/octoenergy/timeserio"
        },
        "release_url": "https://pypi.org/project/timeserio/0.10.1/",
        "requires_dist": [
            "joblib",
            "numpy",
            "pandas",
            "scikit-learn (==0.20.3)",
            "keras (==2.2.4)",
            "s3fs",
            "holidays"
        ],
        "requires_python": "",
        "summary": "Machine Learning and Forecasting tools",
        "version": "0.10.1"
    },
    "last_serial": 5523809,
    "releases": {
        "0.10.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6530752fa94fc3476df5c1de90857056",
                    "sha256": "245f7de5dd6f187a513f6ef9703277b2cc9ad9dfa60a537106d16127467b9971"
                },
                "downloads": -1,
                "filename": "timeserio-0.10.0-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6530752fa94fc3476df5c1de90857056",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 37535,
                "upload_time": "2019-07-12T15:51:24",
                "url": "https://files.pythonhosted.org/packages/c3/0d/ff4cbf375e527dbe19c7054fd2b917055382c5b0e85ea930e41ec0060c07/timeserio-0.10.0-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d6b7d4ffe630b18d2b45a716a3fa2049",
                    "sha256": "5510a698540d1f99361de6d7dbdb7ef5c1a6678b2caa76fa871d4af717e8f0d3"
                },
                "downloads": -1,
                "filename": "timeserio-0.10.0.tar.gz",
                "has_sig": false,
                "md5_digest": "d6b7d4ffe630b18d2b45a716a3fa2049",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 26988,
                "upload_time": "2019-07-12T15:51:29",
                "url": "https://files.pythonhosted.org/packages/06/60/d20bd73c8cccd42dd2dd2e5ed9efcb259030f2bf40af5e2ffa9dcbb5cec0/timeserio-0.10.0.tar.gz"
            }
        ],
        "0.10.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "387b436294eba62d67c92da838a39382",
                    "sha256": "08a501d678f64a8ea1d772a8322c733b8066fd5224ec66d40921b52d6439bef0"
                },
                "downloads": -1,
                "filename": "timeserio-0.10.1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "387b436294eba62d67c92da838a39382",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 37551,
                "upload_time": "2019-07-12T16:03:23",
                "url": "https://files.pythonhosted.org/packages/fa/e0/691c2ca83f5e5260c9714c52c961dbafdb77be9840663e6e04fbc143679d/timeserio-0.10.1-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "7a0d3cf08a977f3aea87a21a07e2959b",
                    "sha256": "2ae07f01d9a4b6344208b278264a9e3f3e38740af670eb3f28f5741a285b8dd0"
                },
                "downloads": -1,
                "filename": "timeserio-0.10.1.tar.gz",
                "has_sig": false,
                "md5_digest": "7a0d3cf08a977f3aea87a21a07e2959b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 27043,
                "upload_time": "2019-07-12T16:03:25",
                "url": "https://files.pythonhosted.org/packages/d6/e4/09a6759f363cf896a58175f8b1f239580e76951d1a034d221ef9d947d759/timeserio-0.10.1.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "387b436294eba62d67c92da838a39382",
                "sha256": "08a501d678f64a8ea1d772a8322c733b8066fd5224ec66d40921b52d6439bef0"
            },
            "downloads": -1,
            "filename": "timeserio-0.10.1-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "387b436294eba62d67c92da838a39382",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": null,
            "size": 37551,
            "upload_time": "2019-07-12T16:03:23",
            "url": "https://files.pythonhosted.org/packages/fa/e0/691c2ca83f5e5260c9714c52c961dbafdb77be9840663e6e04fbc143679d/timeserio-0.10.1-py2.py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "7a0d3cf08a977f3aea87a21a07e2959b",
                "sha256": "2ae07f01d9a4b6344208b278264a9e3f3e38740af670eb3f28f5741a285b8dd0"
            },
            "downloads": -1,
            "filename": "timeserio-0.10.1.tar.gz",
            "has_sig": false,
            "md5_digest": "7a0d3cf08a977f3aea87a21a07e2959b",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 27043,
            "upload_time": "2019-07-12T16:03:25",
            "url": "https://files.pythonhosted.org/packages/d6/e4/09a6759f363cf896a58175f8b1f239580e76951d1a034d221ef9d947d759/timeserio-0.10.1.tar.gz"
        }
    ]
}