{
    "info": {
        "author": "Ralf Grubenmann",
        "author_email": "ralf.grubenmann@epfl.ch",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 2 - Pre-Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: Apache Software License",
            "Natural Language :: English",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6"
        ],
        "description": "mlbench-core: Distributed Machine Learning Benchmark Core Library\n=================================================================\n\n[![Build Status](https://travis-ci.com/mlbench/mlbench-core.svg?branch=develop)](https://travis-ci.com/mlbench/mlbench-core)\n[![DocumentationStatus](https://readthedocs.org/projects/mlbench-docs/badge/?version=latest)](https://mlbench.readthedocs.io/projects/mlbench_core/en/latest/api.html?badge=latest)\n\nMLBench is a Benchmarking Framework for Distributed Machine Learning algorithms.\n\nThis repository contains the core Python library for MLBench which is used to share code between Benchmark implementations as well as for communication with the dashboard.\n\nFor more information refer to the [MLBench Core Documentation](https://mlbench.readthedocs.io/projects/mlbench_core/en/stable/api.html)\nor the [Main Documentation](https://mlbench.readthedocs.io/)\n\n\n# Change Log\n\n## [v1.4.4](https://github.com/mlbench/mlbench-core/tree/v1.4.4) (2019-05-28)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.4.3...v1.4.4)\n\n# Change Log\n\n## [v1.4.3](https://github.com/mlbench/mlbench-core/tree/v1.4.3) (2019-05-23)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.4.2...v1.4.3)\n\n# Change Log\n\n## [v1.4.2](https://github.com/mlbench/mlbench-core/tree/v1.4.2) (2019-05-21)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.4.1...v1.4.2)\n\n## [v1.4.1](https://github.com/mlbench/mlbench-core/tree/v1.4.1) (2019-05-16)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.4.0...v1.4.1)\n\n## [v1.4.0](https://github.com/mlbench/mlbench-core/tree/v1.4.0) (2019-05-02)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.4...v1.4.0)\n\n**Implemented enhancements:**\n\n- Split Train and Validation in Tensorflow [\\#22](https://github.com/mlbench/mlbench-core/issues/22)\n\n## [v1.3.4](https://github.com/mlbench/mlbench-core/tree/v1.3.4) (2019-03-20)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.3...v1.3.4)\n\n**Implemented enhancements:**\n\n- in controlflow, don't mix train and validation [\\#20](https://github.com/mlbench/mlbench-core/issues/20)\n\n**Fixed bugs:**\n\n- Add metrics logging for Tensorflow [\\#19](https://github.com/mlbench/mlbench-core/issues/19)\n\n## [v1.3.3](https://github.com/mlbench/mlbench-core/tree/v1.3.3) (2019-02-26)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.2...v1.3.3)\n\n## [v1.3.2](https://github.com/mlbench/mlbench-core/tree/v1.3.2) (2019-02-13)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.1...v1.3.2)\n\n## [v1.3.1](https://github.com/mlbench/mlbench-core/tree/v1.3.1) (2019-02-13)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.0...v1.3.1)\n\n## [v1.3.0](https://github.com/mlbench/mlbench-core/tree/v1.3.0) (2019-02-12)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.2.1...v1.3.0)\n\n## [v1.2.1](https://github.com/mlbench/mlbench-core/tree/v1.2.1) (2019-01-31)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.2.0...v1.2.1)\n\n## [v1.2.0](https://github.com/mlbench/mlbench-core/tree/v1.2.0) (2019-01-30)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.1.1...v1.2.0)\n\n## [v1.1.1](https://github.com/mlbench/mlbench-core/tree/v1.1.1) (2019-01-09)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.1.0...v1.1.1)\n\n## [v1.1.0](https://github.com/mlbench/mlbench-core/tree/v1.1.0) (2018-12-06)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.0.0...v1.1.0)\n\n**Fixed bugs:**\n\n- Bug when saving checkpoints [\\#13](https://github.com/mlbench/mlbench-core/issues/13)\n\n## [v1.0.0](https://github.com/mlbench/mlbench-core/tree/v1.0.0) (2018-11-20)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/1.4.2...v1.0.0)\n\n**Implemented enhancements:**\n\n- Add API Client to mlbench-core [\\#6](https://github.com/mlbench/mlbench-core/issues/6)\n- Move to google-style docs [\\#4](https://github.com/mlbench/mlbench-core/issues/4)\n- Add Imagenet Dataset for pytorch [\\#3](https://github.com/mlbench/mlbench-core/issues/3)\n- Move worker code to mlbench-core repo [\\#1](https://github.com/mlbench/mlbench-core/issues/1)\n\n# Change Log\n\n## [1.4.2](https://github.com/mlbench/mlbench-core/tree/1.4.2) (2019-05-21)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.0.0...1.4.2)\n\n**Implemented enhancements:**\n\n- Split Train and Validation in Tensorflow [\\#22](https://github.com/mlbench/mlbench-core/issues/22)\n- in controlflow, don't mix train and validation [\\#20](https://github.com/mlbench/mlbench-core/issues/20)\n\n**Fixed bugs:**\n\n- Add metrics logging for Tensorflow [\\#19](https://github.com/mlbench/mlbench-core/issues/19)\n- Bug when saving checkpoints [\\#13](https://github.com/mlbench/mlbench-core/issues/13)\n\n# Change Log\n\n## [v1.4.1](https://github.com/mlbench/mlbench-core/tree/v1.4.1) (2019-05-16)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.4.0...v1.4.1)\n\n## [1.4.0](https://github.com/mlbench/mlbench-core/tree/1.4.0) (2019-05-02)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.0.0...1.4.0)\n\n**Implemented enhancements:**\n\n- Split Train and Validation in Tensorflow [\\#22](https://github.com/mlbench/mlbench-core/issues/22)\n- in controlflow, don't mix train and validation [\\#20](https://github.com/mlbench/mlbench-core/issues/20)\n\n**Fixed bugs:**\n\n- Add metrics logging for Tensorflow [\\#19](https://github.com/mlbench/mlbench-core/issues/19)\n- Bug when saving checkpoints [\\#13](https://github.com/mlbench/mlbench-core/issues/13)\n\n# Change Log\n\n## [v1.3.4](https://github.com/mlbench/mlbench-core/tree/v1.3.4) (2019-03-20)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.3...v1.3.4)\n\n**Implemented enhancements:**\n\n- in controlflow, don't mix train and validation [\\#20](https://github.com/mlbench/mlbench-core/issues/20)\n\n**Fixed bugs:**\n\n- Add metrics logging for Tensorflow [\\#19](https://github.com/mlbench/mlbench-core/issues/19)\n\n## [v1.3.3](https://github.com/mlbench/mlbench-core/tree/v1.3.3) (2019-02-26)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.2...v1.3.3)\n\n## [v1.3.2](https://github.com/mlbench/mlbench-core/tree/v1.3.2) (2019-02-13)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.1...v1.3.2)\n\n## [v1.3.1](https://github.com/mlbench/mlbench-core/tree/v1.3.1) (2019-02-13)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.3.0...v1.3.1)\n\n## [v1.3.0](https://github.com/mlbench/mlbench-core/tree/v1.3.0) (2019-02-12)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.2.1...v1.3.0)\n\n## [v1.2.1](https://github.com/mlbench/mlbench-core/tree/v1.2.1) (2019-01-31)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.2.0...v1.2.1)\n\n## [v1.2.0](https://github.com/mlbench/mlbench-core/tree/v1.2.0) (2019-01-30)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.1.1...v1.2.0)\n\n## [v1.1.1](https://github.com/mlbench/mlbench-core/tree/v1.1.1) (2019-01-09)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.1.0...v1.1.1)\n\n# Change Log\n\n## [v1.1.0](https://github.com/mlbench/mlbench-core/tree/v1.1.0) (2018-12-06)\n[Full Changelog](https://github.com/mlbench/mlbench-core/compare/v1.0.0...v1.1.0)\n\n**Fixed bugs:**\n\n- Bug when saving checkpoints [\\#13](https://github.com/mlbench/mlbench-core/issues/13)\n- Adds Tensorflow Controlflow, Dataset and Model code\n- Adds Pytorch linear models\n- Adds sparsified and decentralized optimizers\n\n## [v1.0.0](https://github.com/mlbench/mlbench-core/tree/v1.0.0) (2018-11-15)\n\n**Implemented enhancements:**\n\n- Add API Client to mlbench-core [\\#6](https://github.com/mlbench/mlbench-core/issues/6)\n- Move to google-style docs [\\#4](https://github.com/mlbench/mlbench-core/issues/4)\n- Add Imagenet Dataset for pytorch [\\#3](https://github.com/mlbench/mlbench-core/issues/3)\n- Move worker code to mlbench-core repo [\\#1](https://github.com/mlbench/mlbench-core/issues/1)\n\n## [0.1.0](https://github.com/mlbench/mlbench/tree/0.1.0) (2018-09-14)\n**Implemented enhancements:**\n\n- Add documentation in reference implementation to docs [\\#46](https://github.com/mlbench/mlbench/issues/46)\n- Replace cAdvisor with Kubernetes stats for Resource usage [\\#38](https://github.com/mlbench/mlbench/issues/38)\n- Rename folders [\\#31](https://github.com/mlbench/mlbench/issues/31)\n- Change docker image names [\\#30](https://github.com/mlbench/mlbench/issues/30)\n- Add continuous output for mpirun [\\#27](https://github.com/mlbench/mlbench/issues/27)\n- Replace SQlite with Postgres [\\#25](https://github.com/mlbench/mlbench/issues/25)\n- Fix unittest [\\#23](https://github.com/mlbench/mlbench/issues/23)\n- Add/Fix CI/Automated build [\\#22](https://github.com/mlbench/mlbench/issues/22)\n- Cleanup unneeded project files [\\#21](https://github.com/mlbench/mlbench/issues/21)\n- Remove hardcoded values [\\#20](https://github.com/mlbench/mlbench/issues/20)\n- Improves Notes.txt [\\#19](https://github.com/mlbench/mlbench/issues/19)\n- Rename components [\\#15](https://github.com/mlbench/mlbench/issues/15)\n\n**Fixed bugs:**\n\n- 504 Error when downloading metrics for long runs [\\#61](https://github.com/mlbench/mlbench/issues/61)\n\n**Closed issues:**\n\n- small doc improvements for first release [\\#54](https://github.com/mlbench/mlbench/issues/54)\n- Check mlbench works on Google Cloud [\\#51](https://github.com/mlbench/mlbench/issues/51)\n- learning rate scheduler [\\#50](https://github.com/mlbench/mlbench/issues/50)\n- Add Nvidia k8s-device-plugin to charts [\\#48](https://github.com/mlbench/mlbench/issues/48)\n- Add Weave to Helm Chart [\\#41](https://github.com/mlbench/mlbench/issues/41)\n- Allow limiting of resources for experiments [\\#39](https://github.com/mlbench/mlbench/issues/39)\n- Allow downloading of Run measurements [\\#35](https://github.com/mlbench/mlbench/issues/35)\n- Worker Details page [\\#33](https://github.com/mlbench/mlbench/issues/33)\n- Run Visualizations [\\#32](https://github.com/mlbench/mlbench/issues/32)\n- Show experiment history in Dashboard [\\#18](https://github.com/mlbench/mlbench/issues/18)\n- Show model progress in Dashboard [\\#13](https://github.com/mlbench/mlbench/issues/13)\n- Report cluster status in Dashboard [\\#12](https://github.com/mlbench/mlbench/issues/12)\n- Send metrics from SGD example to metrics api [\\#11](https://github.com/mlbench/mlbench/issues/11)\n- Add metrics endpoint for experiments [\\#10](https://github.com/mlbench/mlbench/issues/10)\n- Let Coordinator Dashboard start a distributed Experiment [\\#9](https://github.com/mlbench/mlbench/issues/9)\n- Add mini-batch SGD model experiment [\\#8](https://github.com/mlbench/mlbench/issues/8)\n- add benchmark code for MPI [\\#7](https://github.com/mlbench/mlbench/issues/7)\n- add benchmark code for tensorflow [\\#6](https://github.com/mlbench/mlbench/issues/6)\n- add benchmark code for apache reef [\\#5](https://github.com/mlbench/mlbench/issues/5)\n- add benchmark code for apache flink [\\#4](https://github.com/mlbench/mlbench/issues/4)\n- get initial benchmark numbers \\(spark reference implementation and mllib/ml\\) [\\#3](https://github.com/mlbench/mlbench/issues/3)\n- evaluate script \\(framework-independent\\) and algorithm output format [\\#2](https://github.com/mlbench/mlbench/issues/2)\n- bench-spark: remove prepare-data for now, comment on solver prequisites [\\#1](https://github.com/mlbench/mlbench/issues/1)\n\n\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n\\* *This Change Log was automatically generated by [github_changelog_generator](https://github.com/skywinder/Github-Changelog-Generator)*\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/mlbench/mlbench_core",
        "keywords": "mlbench",
        "license": "Apache Software License 2.0",
        "maintainer": "",
        "maintainer_email": "",
        "name": "mlbench-core",
        "package_url": "https://pypi.org/project/mlbench-core/",
        "platform": "",
        "project_url": "https://pypi.org/project/mlbench-core/",
        "project_urls": {
            "Homepage": "https://github.com/mlbench/mlbench_core"
        },
        "release_url": "https://pypi.org/project/mlbench-core/2.0.0/",
        "requires_dist": [
            "kubernetes (==7.0.0)",
            "dill (==0.2.8.2)",
            "deprecation (==2.0.6)"
        ],
        "requires_python": "",
        "summary": "A public and reproducible collection of reference implementations and benchmark suite for distributed machine learning systems.",
        "version": "2.0.0"
    },
    "last_serial": 5731031,
    "releases": {
        "1.0.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "19aaa5dabb26a8055ea979c1836a6a70",
                    "sha256": "093c233f8d09af14d8be6e93932de93cba9881e22b2dd6b6200820bcc53f374b"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "19aaa5dabb26a8055ea979c1836a6a70",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 75020,
                "upload_time": "2018-11-20T14:05:36",
                "url": "https://files.pythonhosted.org/packages/f1/85/3bf1b0119f77975b38dc78bcb7be071ea90bb66267d016f09fdfbd96f479/mlbench_core-1.0.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d5916e1801eb69053973cc764773dfe3",
                    "sha256": "ec334d355cc15a724be3d4e387b54f3a3736e85f0c5fdef6204f8bb6dc3b37cf"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.tar.gz",
                "has_sig": false,
                "md5_digest": "d5916e1801eb69053973cc764773dfe3",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 41294,
                "upload_time": "2018-11-20T14:05:38",
                "url": "https://files.pythonhosted.org/packages/aa/3e/fea82d52cfaa170c1500767e39c9b74e3138396e905f611a04b195e2f926/mlbench_core-1.0.0.tar.gz"
            }
        ],
        "1.0.0.dev1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2fed2ecbbf800dd58d4498cff6183b56",
                    "sha256": "acac8858fd4290eeef05d95aa64e4818df278c302e49cd7c6212cc03d1cd16d7"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2fed2ecbbf800dd58d4498cff6183b56",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 79293,
                "upload_time": "2018-11-29T12:11:48",
                "url": "https://files.pythonhosted.org/packages/53/55/5128fe6356fde4a2026eec9f47ba0fa1fc4d571f66b3527effff4bed07a5/mlbench_core-1.0.0.dev1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "9450f0a0d3fc9eb1200ff764ba5ddf01",
                    "sha256": "b69be502e07d82987a0e4e0a94459351f18ce5fa14aab8d60ea2dab9ef3956e6"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev1.tar.gz",
                "has_sig": false,
                "md5_digest": "9450f0a0d3fc9eb1200ff764ba5ddf01",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 55429,
                "upload_time": "2018-11-29T12:11:50",
                "url": "https://files.pythonhosted.org/packages/57/0b/f91c81de2992424dd39f9cc38809634d511c151315c108399f71e6060509/mlbench_core-1.0.0.dev1.tar.gz"
            }
        ],
        "1.0.0.dev2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f9f23f512488d289a1459e006961e299",
                    "sha256": "070ed53dc8cc53c2b0a666eb4e4740d70e425c28d774067516a0b40a253f03bc"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f9f23f512488d289a1459e006961e299",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 79294,
                "upload_time": "2018-11-29T12:31:27",
                "url": "https://files.pythonhosted.org/packages/24/ac/e7a88bd95708cf469128868032dd6674bde8ff6ac1794925b64f90d5d1eb/mlbench_core-1.0.0.dev2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4415b32908d96590867e41f5069b0db2",
                    "sha256": "6da71ddb39e6d0033569195a0729a247a8d271688815b0376fb33ac13d45a93f"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev2.tar.gz",
                "has_sig": false,
                "md5_digest": "4415b32908d96590867e41f5069b0db2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 55420,
                "upload_time": "2018-11-29T12:31:28",
                "url": "https://files.pythonhosted.org/packages/64/04/d30f573815b56e560b5d2830d9a883864b27eadbeff7c878ef84295fc2c2/mlbench_core-1.0.0.dev2.tar.gz"
            }
        ],
        "1.0.0.dev3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "c13bddc4d442c52ef96a837f689ed573",
                    "sha256": "eb8a81f3221e78bad869b601e8bdaff8ddb790e20247322012d37b2d8e935806"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "c13bddc4d442c52ef96a837f689ed573",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 79311,
                "upload_time": "2018-12-04T13:54:07",
                "url": "https://files.pythonhosted.org/packages/49/58/feb843eb190ae73973ed4e6a53b1349e276a713b2d9ceab6093a64fe409c/mlbench_core-1.0.0.dev3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f3f39305abe7b2e1ff20f77454b01908",
                    "sha256": "9498de8dfd1812d30c29a206573d7a2171e7a35aefd4cbb1e0761ea356e89f0f"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev3.tar.gz",
                "has_sig": false,
                "md5_digest": "f3f39305abe7b2e1ff20f77454b01908",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 55467,
                "upload_time": "2018-12-04T13:54:09",
                "url": "https://files.pythonhosted.org/packages/15/01/0251584a23945268fde254b55479d8dc66e15cad954b7134053927bd8b43/mlbench_core-1.0.0.dev3.tar.gz"
            }
        ],
        "1.0.0.dev4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "da77bd69f5657b94c6283d9c718d3bd2",
                    "sha256": "3841e371bfedb93ae2b63ae81682f6f4d1aaf5c8616eac9b79772c80a2d65018"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "da77bd69f5657b94c6283d9c718d3bd2",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 79326,
                "upload_time": "2018-12-04T13:59:58",
                "url": "https://files.pythonhosted.org/packages/29/e7/6a2d79c828c2156f59783c3a2c463698c62b3585609b4d1098331633697d/mlbench_core-1.0.0.dev4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ce7f462cccc1cec5fa5a13dcda87d4e1",
                    "sha256": "a30e76c8d032464905370e4c09b5c7bd01eb6b9de7cfc86c87dc762afda9fc0b"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.0.0.dev4.tar.gz",
                "has_sig": false,
                "md5_digest": "ce7f462cccc1cec5fa5a13dcda87d4e1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 55472,
                "upload_time": "2018-12-04T14:00:00",
                "url": "https://files.pythonhosted.org/packages/07/c0/6bfb9c85b44734a947c24671bb396a3a5d4c5ec066ce420b1d298c1799e0/mlbench_core-1.0.0.dev4.tar.gz"
            }
        ],
        "1.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d61828a60443169456394ccc7a0e9658",
                    "sha256": "827192923e9e96d825c42c832df9f0be0bc90afc4350dae3609b44e6b4419ae7"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "d61828a60443169456394ccc7a0e9658",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 82739,
                "upload_time": "2018-12-06T14:19:52",
                "url": "https://files.pythonhosted.org/packages/8e/92/ce8a92dacb1ef4762983d0bfa4d605a579c3aa1ecdccc08bfe4f03c6e378/mlbench_core-1.1.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c48d4f093ddab6b6c218a4ede7c5437a",
                    "sha256": "38c21c9bf06538fb2d4e682c50b42c6ca34c896182c8c3960a5754bcba81d45c"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "c48d4f093ddab6b6c218a4ede7c5437a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 58617,
                "upload_time": "2018-12-06T14:19:54",
                "url": "https://files.pythonhosted.org/packages/3c/33/aaa78736732fd1623b4347c2ff932575270025e634532da7dad928bd4a39/mlbench_core-1.1.0.tar.gz"
            }
        ],
        "1.1.0.dev1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7abfd9e9cbb18385e397690b86e7a078",
                    "sha256": "1e55b28afe7dcc21677235f2be4392bd125bc13fe716696359e42d0e7a8b106f"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.0.dev1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "7abfd9e9cbb18385e397690b86e7a078",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 82817,
                "upload_time": "2019-01-09T11:22:50",
                "url": "https://files.pythonhosted.org/packages/06/c9/ac78599459fc7de95aa69bbda0389ffef43d90f99a807dde93092ff8a9f0/mlbench_core-1.1.0.dev1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "9e7ae88f0f1be2a2a81ed8afd1346bf0",
                    "sha256": "6484655c037db8f8f2a4c7b54304ab85257061ac9a7ae118dd91fc2fd87b0f09"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.0.dev1.tar.gz",
                "has_sig": false,
                "md5_digest": "9e7ae88f0f1be2a2a81ed8afd1346bf0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 58652,
                "upload_time": "2019-01-09T11:22:52",
                "url": "https://files.pythonhosted.org/packages/00/10/0a1ad1d1f18efc72a874c960a2f109771173f9d2b8c3df90211968f38c10/mlbench_core-1.1.0.dev1.tar.gz"
            }
        ],
        "1.1.0.dev2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "48fa139566533306294eeb470a123cc4",
                    "sha256": "8d6df3da0cf6f17f804cccd91b66de7d3f609f3a5f2be2dc16db453c1b61b3bb"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.0.dev2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "48fa139566533306294eeb470a123cc4",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 83012,
                "upload_time": "2019-01-09T12:09:31",
                "url": "https://files.pythonhosted.org/packages/31/90/9da5a4cd66d0d3d716d0cef400087cd6c0324835e4244f50e349ff7a77b2/mlbench_core-1.1.0.dev2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "fb92327f4b28beb6d78a1b082ebeccb7",
                    "sha256": "656ffcbd3f070f674f5886963cd5bfa38b3639c40e375a767e81e12e617e440b"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.0.dev2.tar.gz",
                "has_sig": false,
                "md5_digest": "fb92327f4b28beb6d78a1b082ebeccb7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 58851,
                "upload_time": "2019-01-09T12:09:33",
                "url": "https://files.pythonhosted.org/packages/cb/d5/b0b507a4075977abe196c83ff0d71a0019700bf62fddeeb5b0e16934bd11/mlbench_core-1.1.0.dev2.tar.gz"
            }
        ],
        "1.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cbd0cbd4946ff7c0b22a70aeb5f08e05",
                    "sha256": "4298b1c583a1c06ecb4c5bbb4e7ed6f9ec8b493512ec218f4d3cbed272b40bcc"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "cbd0cbd4946ff7c0b22a70aeb5f08e05",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 82946,
                "upload_time": "2019-01-09T13:29:54",
                "url": "https://files.pythonhosted.org/packages/53/41/94714d8546e868ea37f6529f04d0eabb54e6699e6805517740a42f392830/mlbench_core-1.1.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b41cfcc6496eab3ac932b24fc458cf0b",
                    "sha256": "9ef457e1243653dda8e6907a68328d4840f5b1431e6cb31a3e4c8e49de75fb5c"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "b41cfcc6496eab3ac932b24fc458cf0b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 58824,
                "upload_time": "2019-01-09T13:29:56",
                "url": "https://files.pythonhosted.org/packages/b9/4e/8d3b6326071168ce6c13a67a63758289e581f4cb3ac1a9b59471c73c9a4b/mlbench_core-1.1.1.tar.gz"
            }
        ],
        "1.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6a9051e65073a1c7e0a5431dab17d98c",
                    "sha256": "d862264d2a015de9b44988f2c5f75378307c1991f65191d52ea7dff4ca62aa7b"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.2.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6a9051e65073a1c7e0a5431dab17d98c",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 64896,
                "upload_time": "2019-01-30T09:57:15",
                "url": "https://files.pythonhosted.org/packages/2b/a4/49021d4db0ef8ed287cc0eb88b2d502e66d54e67a8c77453349a4f7053a6/mlbench_core-1.2.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ca8df0e2f042e5fa02a32283c89167f8",
                    "sha256": "6e265720c4df0e5c59bd856869576a00148fdd2471bf013f796569c133884940"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "ca8df0e2f042e5fa02a32283c89167f8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 61740,
                "upload_time": "2019-01-30T09:57:17",
                "url": "https://files.pythonhosted.org/packages/3a/72/67c2e0fdbcadbaa8f3adb2e3ee39d190d2636d80a7b6d342ec9a6f0a6378/mlbench_core-1.2.0.tar.gz"
            }
        ],
        "1.2.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2ea4c67377e3580eacfdb7921be4ab01",
                    "sha256": "e39c7d227004cbfc6532a281279b7353f62bf973e961a940059a054a4f7e2dfb"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.2.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2ea4c67377e3580eacfdb7921be4ab01",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 64932,
                "upload_time": "2019-01-31T11:09:42",
                "url": "https://files.pythonhosted.org/packages/d2/16/7938310f70d340a645ee00fd8e680bd5ae8962d5bfa33e8b1dcfad5cbfc2/mlbench_core-1.2.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "38ddcfaefacfcb34b0ce40ece01da59f",
                    "sha256": "1d73df4dc2e3dbb1601c3d1503ae9fe4edf1718a72017dd8cb15f1b884522ec4"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.2.1.tar.gz",
                "has_sig": false,
                "md5_digest": "38ddcfaefacfcb34b0ce40ece01da59f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 61784,
                "upload_time": "2019-01-31T11:09:44",
                "url": "https://files.pythonhosted.org/packages/72/64/ab0e8cc0a4be40910d2b85b2af36429480914ff4867fbc8b400ccf85d0ee/mlbench_core-1.2.1.tar.gz"
            }
        ],
        "1.3.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "25eae61dacb4a4f8d30de3a1db72240f",
                    "sha256": "d6b5cd5cc055e4cb15e7b50d6b7d9e75db3c0a0d743331a3a24806d2a591acea"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "25eae61dacb4a4f8d30de3a1db72240f",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 65091,
                "upload_time": "2019-02-13T13:59:03",
                "url": "https://files.pythonhosted.org/packages/73/b4/283ca363e106a63db84bb82b6ed7d202e224f6eddd403288f3d21e4164e9/mlbench_core-1.3.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "73f60463a405b771666509de7c5a9f82",
                    "sha256": "4aca459f6789d4c7b7fd11b2ce64c8c38d1043a105aa2ed5af75c8ac8e6545ed"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.1.tar.gz",
                "has_sig": false,
                "md5_digest": "73f60463a405b771666509de7c5a9f82",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 61909,
                "upload_time": "2019-02-13T13:59:05",
                "url": "https://files.pythonhosted.org/packages/cf/a5/c7ccf50b9f9507bba99f34d674c8176eb2ad168b84af3cc5e595f2322205/mlbench_core-1.3.1.tar.gz"
            }
        ],
        "1.3.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "add4f0ffd4266ca4724ad963f0af754b",
                    "sha256": "8ebeddf2d259a8787698a57755e6f0b42b23fda029e66d7c8be826419507bc96"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "add4f0ffd4266ca4724ad963f0af754b",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 69596,
                "upload_time": "2019-02-13T14:30:19",
                "url": "https://files.pythonhosted.org/packages/4e/d0/d643378b545e0bd8850a5e058cad39e94fa74ce212fac2091df7a859b983/mlbench_core-1.3.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "882a4eece2b3511e26e52eaf3c08bfde",
                    "sha256": "622da132e963ead5ab0b7b37c5442384c1db45551b90f08df035762d455a77de"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.2.tar.gz",
                "has_sig": false,
                "md5_digest": "882a4eece2b3511e26e52eaf3c08bfde",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64035,
                "upload_time": "2019-02-13T14:30:22",
                "url": "https://files.pythonhosted.org/packages/19/be/aa6422abbfcd254d95ecc2eb14d23dadf5a573abe53e361734dde60dec6b/mlbench_core-1.3.2.tar.gz"
            }
        ],
        "1.3.2.dev1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "016a15fab5d4d594eafee3a06cb435f6",
                    "sha256": "30fc62e784d33236dc6053f6cdf818615b242c892888f955c7ea3fd6246550ec"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.2.dev1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "016a15fab5d4d594eafee3a06cb435f6",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 71032,
                "upload_time": "2019-02-26T09:53:38",
                "url": "https://files.pythonhosted.org/packages/a7/26/afa107c575b17b6336221098b839570d1e84c25c39ed186bedd461cf311a/mlbench_core-1.3.2.dev1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "2b56bf3a16ebdf7f542173b93bf2de2a",
                    "sha256": "d3062f5ebc946e3b53c17f1196524cc1f78184478f70168ccb8b5567775d62d3"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.2.dev1.tar.gz",
                "has_sig": false,
                "md5_digest": "2b56bf3a16ebdf7f542173b93bf2de2a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64940,
                "upload_time": "2019-02-26T09:53:42",
                "url": "https://files.pythonhosted.org/packages/c8/c4/743044762e0f8479013b4270337c676f95eda431b8e31b364f95018ac22b/mlbench_core-1.3.2.dev1.tar.gz"
            }
        ],
        "1.3.2.dev2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "e64a174558014d780b511ef3cdef9a3e",
                    "sha256": "ed016f09987b6b1b3617be741e2ae65715e795db27994d7de0290f178bf90dc4"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.2.dev2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "e64a174558014d780b511ef3cdef9a3e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 71111,
                "upload_time": "2019-02-26T10:40:30",
                "url": "https://files.pythonhosted.org/packages/f8/44/fb7366ee1bd1b2a206d5f6086e3c00fa7e6d0e7e6135c082f4ffb13b2338/mlbench_core-1.3.2.dev2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "020d32b2f2f2c88ce15f40bf140ed600",
                    "sha256": "7b137e6b2a2c1a095409cba5d4acee373909ad16821ed9759067a934f19e0ef4"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.2.dev2.tar.gz",
                "has_sig": false,
                "md5_digest": "020d32b2f2f2c88ce15f40bf140ed600",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64954,
                "upload_time": "2019-02-26T10:40:32",
                "url": "https://files.pythonhosted.org/packages/8d/11/ee4935b3f7e5b2345ddba3f9c8a49f6da7f99eb4c9a81b7479bed55a6b0a/mlbench_core-1.3.2.dev2.tar.gz"
            }
        ],
        "1.3.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f09ba633eb43d89aeb87d218e06936fd",
                    "sha256": "383dae5a86948ee70ea4e430596f8e27f7b90b75ff8ba163f5012af3bbe2b88d"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f09ba633eb43d89aeb87d218e06936fd",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 71097,
                "upload_time": "2019-02-26T13:37:13",
                "url": "https://files.pythonhosted.org/packages/a9/87/03981892fa8f8183a4502e07de3496203dc8f33b15711b5da35e9fde03b4/mlbench_core-1.3.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "95242d92d1219eba2273a60782f3d65a",
                    "sha256": "b09a7f829f2bf232f868e5de038baf95b9fb91ef899148fa89d760c8a0f33888"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.3.tar.gz",
                "has_sig": false,
                "md5_digest": "95242d92d1219eba2273a60782f3d65a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 64971,
                "upload_time": "2019-02-26T13:37:15",
                "url": "https://files.pythonhosted.org/packages/cf/b2/3f46ed64c19ba89fa836136b0960d260e2fa2048694efb674d85bbc82ffb/mlbench_core-1.3.3.tar.gz"
            }
        ],
        "1.3.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "18ae86d01153a90e3cfe1b6a35cc18ae",
                    "sha256": "6f9a3e7fb6239db05e363027d8273d6ea18ad1e80e81d0d8743932d63360f892"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "18ae86d01153a90e3cfe1b6a35cc18ae",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 72550,
                "upload_time": "2019-03-20T10:23:18",
                "url": "https://files.pythonhosted.org/packages/ad/18/10f64ecb43aaeae11f43a249094ceeb2f981be9d45d8842239f0d1cf8680/mlbench_core-1.3.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "1355f244b6c051f35851d4f198a6969e",
                    "sha256": "7cc337a6717581aa91557fcb9a5be16164e6718d71104150f3a1155e486f1d52"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.4.tar.gz",
                "has_sig": false,
                "md5_digest": "1355f244b6c051f35851d4f198a6969e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 66681,
                "upload_time": "2019-03-20T10:23:46",
                "url": "https://files.pythonhosted.org/packages/a9/bc/13ef4a3a0ea82af499802896a073ac58ebf0ad622bac30583fbf9cc8ee0b/mlbench_core-1.3.4.tar.gz"
            }
        ],
        "1.3.4.dev1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5d77fed64bd9ecb5a5a281e997fa68ba",
                    "sha256": "c49c06041ce80a9cc04b3b21e5bf351115fad9859cd4509d58e509d85115eb78"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.4.dev1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "5d77fed64bd9ecb5a5a281e997fa68ba",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 72519,
                "upload_time": "2019-04-01T12:27:04",
                "url": "https://files.pythonhosted.org/packages/39/2a/f5c10e22cf68a0be6e9b096087f5efb9283ffd6e89d6d668ab44d84e81ac/mlbench_core-1.3.4.dev1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "18c8cdd36865678bab413df39e9e9a2d",
                    "sha256": "fbc03622ad8b9577a1f76654d038143280f76e8f97a6820b4fd53fb4d2d9737a"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.4.dev1.tar.gz",
                "has_sig": false,
                "md5_digest": "18c8cdd36865678bab413df39e9e9a2d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 66502,
                "upload_time": "2019-04-01T12:27:06",
                "url": "https://files.pythonhosted.org/packages/64/e2/23619809f31167d6d9b1e460bc7a8d5810dbd90b1cef265468910a12cc91/mlbench_core-1.3.4.dev1.tar.gz"
            }
        ],
        "1.3.4.dev2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "1178cf76cbe9c94478badde7bc4955d9",
                    "sha256": "8a66c7e31f1633009fdc3bc5fec91162b005320a89cce8a0d396ee8f0700960c"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.4.dev2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "1178cf76cbe9c94478badde7bc4955d9",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 72614,
                "upload_time": "2019-04-09T09:01:39",
                "url": "https://files.pythonhosted.org/packages/0c/05/894cf47fcbfae6f3eb35fcdeef9f03398ac8c78329524055ac467f90b8f6/mlbench_core-1.3.4.dev2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c37aa3c1063d517ad6bc9baf3b3183da",
                    "sha256": "1d69f01c92f26ca3a71fbbd5e78a53cf191e3c6446b4b450318b83b0f6337a22"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.3.4.dev2.tar.gz",
                "has_sig": false,
                "md5_digest": "c37aa3c1063d517ad6bc9baf3b3183da",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 66576,
                "upload_time": "2019-04-09T09:01:41",
                "url": "https://files.pythonhosted.org/packages/ed/ca/df05f403907219d5030aca09ad227b9408b3346716511c7cb3fd0973160c/mlbench_core-1.3.4.dev2.tar.gz"
            }
        ],
        "1.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "42415e9f25587b9feff5f4c5c1f3ce0f",
                    "sha256": "6b2cd047dc74788d23a522766df1874b3f166a9aad582e8cd29d27a32e095b38"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "42415e9f25587b9feff5f4c5c1f3ce0f",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 73690,
                "upload_time": "2019-05-02T14:10:05",
                "url": "https://files.pythonhosted.org/packages/b4/33/92b535ce03d33cff4f58d7279c03b78301e324fae1a977ee94da6b8dc692/mlbench_core-1.4.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "da486f69963bd9ef1d2f556a7af1f7d7",
                    "sha256": "d902e5464983247cb94627eb72a483de10b18dd6993a7cd78672c842f0d212fd"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "da486f69963bd9ef1d2f556a7af1f7d7",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 67507,
                "upload_time": "2019-05-02T14:10:07",
                "url": "https://files.pythonhosted.org/packages/c6/6e/4620cb64887ddec44bc72e2ffdce235d79582a495578f6f31c7f492481ae/mlbench_core-1.4.0.tar.gz"
            }
        ],
        "1.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "9b832672a5c71de4625f00d428386c20",
                    "sha256": "fe9cf3dc5069cc9f28ae12cd8cd7b3916de73e9e1811cb76d9b8aa166cede7fc"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "9b832672a5c71de4625f00d428386c20",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 73869,
                "upload_time": "2019-05-16T12:54:38",
                "url": "https://files.pythonhosted.org/packages/73/42/01f91871037d082a3df7709f7d40fe6e4d57d4313d30c882068d49390920/mlbench_core-1.4.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b446012101631dee1114e00c6fafbed5",
                    "sha256": "839e2667cf127e761c2ac269301aacfb0cd521073ff144c8a15691ab39137967"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.1.tar.gz",
                "has_sig": false,
                "md5_digest": "b446012101631dee1114e00c6fafbed5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 67737,
                "upload_time": "2019-05-16T12:54:40",
                "url": "https://files.pythonhosted.org/packages/a3/32/3fb23fe24193904c7d3f67d913cebab2fb77a8f139826d88c0992ffdc308/mlbench_core-1.4.1.tar.gz"
            }
        ],
        "1.4.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "cb2671c9750d76ddb0ec400abe7588d0",
                    "sha256": "5d9c48a86aa04003ed49f654a3404b59de9f7384ddd785ed92f6bcc1c130c698"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "cb2671c9750d76ddb0ec400abe7588d0",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 73967,
                "upload_time": "2019-05-21T09:44:58",
                "url": "https://files.pythonhosted.org/packages/ad/c8/d8f0b511c94107ab183ff6cb6264d3c5599af263541916b42117c5ad4de5/mlbench_core-1.4.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "fe11c36054ab19fbdd5cb6482f0ea8dd",
                    "sha256": "e69e41c643bdbb7166608699bb030899c3e17db8261ab087f0309e100aa2cf8f"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.2.tar.gz",
                "has_sig": false,
                "md5_digest": "fe11c36054ab19fbdd5cb6482f0ea8dd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 67884,
                "upload_time": "2019-05-21T09:45:01",
                "url": "https://files.pythonhosted.org/packages/b6/9b/8cd94b4f3f0c3de6f48f9bce44aa14da177ebb742af1606efd63bd8488cb/mlbench_core-1.4.2.tar.gz"
            }
        ],
        "1.4.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a53c546d86573189d8f63e16beb07bd1",
                    "sha256": "01edd6a2db9f6c61439f5c204c1e29c1fb75c32961c4f2664e5bc43b247bb21e"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a53c546d86573189d8f63e16beb07bd1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 74076,
                "upload_time": "2019-05-23T12:41:15",
                "url": "https://files.pythonhosted.org/packages/29/46/31bbc19cf314d034168e69fc4b9fdf4c6cb28f8ce5b500ca1a4df9028bed/mlbench_core-1.4.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "69f7c98815b54f7691991d0b0cfa09ce",
                    "sha256": "2f9fd66fc5487de6734b19232291ab6bcf1a35580f45b8b64d05455a0ecb8775"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.3.tar.gz",
                "has_sig": false,
                "md5_digest": "69f7c98815b54f7691991d0b0cfa09ce",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68162,
                "upload_time": "2019-05-23T12:41:17",
                "url": "https://files.pythonhosted.org/packages/90/d8/d428db68c49c7c1bac0ab94418a928947baddb6b8e887cd55e25f341a7a4/mlbench_core-1.4.3.tar.gz"
            }
        ],
        "1.4.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "18c4c1348d5649ce0836749dca4c30ed",
                    "sha256": "ae92daf80d9353adab693f3c0d514ab25f88ba1821bbea92561f213909ad30bf"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "18c4c1348d5649ce0836749dca4c30ed",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 74103,
                "upload_time": "2019-05-28T08:20:25",
                "url": "https://files.pythonhosted.org/packages/8c/08/61d715e39386acb0acdd2ebfad0a5bb0845cdab54e10fedd99ec699007fc/mlbench_core-1.4.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8a7bf64b44041c81e2f8157cd12f7ed8",
                    "sha256": "4214e3e0d03568c1f0d0842ce09f8b6419c4b78ad92540af853367d77b9c123a"
                },
                "downloads": -1,
                "filename": "mlbench_core-1.4.4.tar.gz",
                "has_sig": false,
                "md5_digest": "8a7bf64b44041c81e2f8157cd12f7ed8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68232,
                "upload_time": "2019-05-28T08:20:27",
                "url": "https://files.pythonhosted.org/packages/62/91/868197a6461e1777e7467f882c92ad7955bd109bf83b7491f1961c677b71/mlbench_core-1.4.4.tar.gz"
            }
        ],
        "2.0.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "6ec9f096e5a2fa12117c9f0525d02139",
                    "sha256": "d5dfc034d1e6343a9ce851f186d096fb0e554a2fb0d317b9e99b9eaf58e8dd5d"
                },
                "downloads": -1,
                "filename": "mlbench_core-2.0.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "6ec9f096e5a2fa12117c9f0525d02139",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 74559,
                "upload_time": "2019-06-13T13:49:18",
                "url": "https://files.pythonhosted.org/packages/b3/86/8cf16068cb5e383ff2485e9ce3f8fc33fb8cc2c95bed76427faa9bffabe7/mlbench_core-2.0.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "cd524834a83f94cf42e4aef690a04ce0",
                    "sha256": "9b0d07bf988411a32cb93ae659f95522725cd5524bf5838cf9f5dfc556b79f74"
                },
                "downloads": -1,
                "filename": "mlbench_core-2.0.0.tar.gz",
                "has_sig": false,
                "md5_digest": "cd524834a83f94cf42e4aef690a04ce0",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68600,
                "upload_time": "2019-06-13T13:49:20",
                "url": "https://files.pythonhosted.org/packages/47/be/ef43200c0700f79750624b763f97fd73cc16157ab0a5b044ded17bfb9ecf/mlbench_core-2.0.0.tar.gz"
            }
        ],
        "2.0.0.dev1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a65e4dc4f6622ef79a09f92ef37c1a3e",
                    "sha256": "b869a92b77d1e38c4316231e68cd0c398d6892b26ffb30c549270ba2af773750"
                },
                "downloads": -1,
                "filename": "mlbench_core-2.0.0.dev1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a65e4dc4f6622ef79a09f92ef37c1a3e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 74836,
                "upload_time": "2019-08-26T12:22:32",
                "url": "https://files.pythonhosted.org/packages/88/86/32f3b404b89a5c924d9a74268701af5f713cf00a8be90809d17f318f66f2/mlbench_core-2.0.0.dev1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "735297855187c189f3e220234d93beae",
                    "sha256": "f9561a737f5801194924220a48e69154b2cb2f6cf6ca4b46ca822a68db56086b"
                },
                "downloads": -1,
                "filename": "mlbench_core-2.0.0.dev1.tar.gz",
                "has_sig": false,
                "md5_digest": "735297855187c189f3e220234d93beae",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68841,
                "upload_time": "2019-08-26T12:22:34",
                "url": "https://files.pythonhosted.org/packages/db/2a/5c8a3a3e63bc97d9c8c579325e4b4d9b51fca93a75cfca1cbb1998e05c1a/mlbench_core-2.0.0.dev1.tar.gz"
            }
        ],
        "2.0.0.dev2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4ce40e2e6e2b4f243ec593dec4f9217f",
                    "sha256": "bfa95aebc22f0086204552c7883ae9c1f6af98eb641f73c312b15af3c4887796"
                },
                "downloads": -1,
                "filename": "mlbench_core-2.0.0.dev2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "4ce40e2e6e2b4f243ec593dec4f9217f",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 74830,
                "upload_time": "2019-08-26T13:56:19",
                "url": "https://files.pythonhosted.org/packages/81/63/f7a069fb4e5e6d82ae5c22304865ece7d1be4d98c1d66f63abe58678ba2a/mlbench_core-2.0.0.dev2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8c7fa226d754b966ea2cef9f7fed8217",
                    "sha256": "14e878c08ed6f5a6412a47eb976243cd25876db91e7840efeb20657f532822ed"
                },
                "downloads": -1,
                "filename": "mlbench_core-2.0.0.dev2.tar.gz",
                "has_sig": false,
                "md5_digest": "8c7fa226d754b966ea2cef9f7fed8217",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 68838,
                "upload_time": "2019-08-26T13:56:21",
                "url": "https://files.pythonhosted.org/packages/39/81/383b81ec61e087b905efdd052b8a75201359db71f5ddbefb6b0f47931415/mlbench_core-2.0.0.dev2.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "6ec9f096e5a2fa12117c9f0525d02139",
                "sha256": "d5dfc034d1e6343a9ce851f186d096fb0e554a2fb0d317b9e99b9eaf58e8dd5d"
            },
            "downloads": -1,
            "filename": "mlbench_core-2.0.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "6ec9f096e5a2fa12117c9f0525d02139",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 74559,
            "upload_time": "2019-06-13T13:49:18",
            "url": "https://files.pythonhosted.org/packages/b3/86/8cf16068cb5e383ff2485e9ce3f8fc33fb8cc2c95bed76427faa9bffabe7/mlbench_core-2.0.0-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "cd524834a83f94cf42e4aef690a04ce0",
                "sha256": "9b0d07bf988411a32cb93ae659f95522725cd5524bf5838cf9f5dfc556b79f74"
            },
            "downloads": -1,
            "filename": "mlbench_core-2.0.0.tar.gz",
            "has_sig": false,
            "md5_digest": "cd524834a83f94cf42e4aef690a04ce0",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 68600,
            "upload_time": "2019-06-13T13:49:20",
            "url": "https://files.pythonhosted.org/packages/47/be/ef43200c0700f79750624b763f97fd73cc16157ab0a5b044ded17bfb9ecf/mlbench_core-2.0.0.tar.gz"
        }
    ]
}