{"id":13701209,"url":"https://github.com/apache/systemds","last_synced_at":"2025-05-13T17:11:07.439Z","repository":{"id":36999111,"uuid":"45896813","full_name":"apache/systemds","owner":"apache","description":"An open source ML system for the end-to-end data science lifecycle","archived":false,"fork":false,"pushed_at":"2025-05-08T14:48:43.000Z","size":386514,"stargazers_count":1043,"open_issues_count":52,"forks_count":483,"subscribers_count":85,"default_branch":"main","last_synced_at":"2025-05-08T15:38:27.348Z","etag":null,"topics":["dml","java","python","systemds"],"latest_commit_sha":null,"homepage":"https://systemds.apache.org/","language":"Java","has_issues":false,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/apache.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2015-11-10T08:00:06.000Z","updated_at":"2025-05-08T14:48:47.000Z","dependencies_parsed_at":"2025-05-08T15:40:33.550Z","dependency_job_id":null,"html_url":"https://github.com/apache/systemds","commit_stats":{"total_commits":8429,"total_committers":217,"mean_commits":38.84331797235023,"dds":0.7615375489381896,"last_synced_commit":"610222cbca25b76c327cb5ace780c3d0ead9e1bf"},"previous_names":["apache/systemml"],"tags_count":43,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apache%2Fsystemds","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apache%2Fsystemds/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apache%2Fsystemds/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/apache%2Fsystemds/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/apache","download_url":"https://codeload.github.com/apache/systemds/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253468884,"owners_count":21913436,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["dml","java","python","systemds"],"created_at":"2024-08-02T20:01:22.296Z","updated_at":"2025-05-13T17:11:02.413Z","avatar_url":"https://github.com/apache.png","language":"Java","readme":"\u003c!--\n{% comment %}\nLicensed to the Apache Software Foundation (ASF) under one or more\ncontributor license agreements.  See the NOTICE file distributed with\nthis work for additional information regarding copyright ownership.\nThe ASF licenses this file to you under the Apache License, Version 2.0\n(the \"License\"); you may not use this file except in compliance with\nthe License.  You may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\ndistributed under the License is distributed on an \"AS IS\" BASIS,\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\nSee the License for the specific language governing permissions and\nlimitations under the License.\n{% end comment %}\n--\u003e\n\n# Apache SystemDS\n\n**Overview:** Apache SystemDS is an open-source machine learning (ML) system for the end-to-end \ndata science lifecycle from data preparation and cleaning, over efficient ML model training, \nto debugging and serving. ML algorithms or pipelines are specified in a high-level language \nwith R-like syntax or related Python and Java APIs (with many builtin primitives), and the \nsystem automatically generates hybrid runtime plans of local, in-memory operations and distributed\noperations on Apache Spark. Additional backends exist for GPUs and federated learning. \n\nResource | Links\n---------|------\n**Quick Start** | [Install, Quick Start and Hello World](https://apache.github.io/systemds/site/install.html)\n**Documentation:** | [SystemDS Documentation](https://apache.github.io/systemds/)\n**Python Documentation** | [Python SystemDS Documentation](https://apache.github.io/systemds/api/python/index.html)\n**Issue Tracker** | [Jira Dashboard](https://issues.apache.org/jira/secure/Dashboard.jspa?selectPageId=12335852)\n\n\n**Status and Build:** SystemDS is renamed from SystemML which is an **Apache Top Level Project**.\nTo build from source visit [SystemDS Install from source](https://apache.github.io/systemds/site/install.html)\n\n[![Build](https://github.com/apache/systemds/actions/workflows/build.yml/badge.svg?branch=main)](https://github.com/apache/systemds/actions/workflows/build.yml)\n[![Documentation](https://github.com/apache/systemds/actions/workflows/documentation.yml/badge.svg?branch=main)](https://github.com/apache/systemds/actions/workflows/documentation.yml)\n[![LicenseCheck](https://github.com/apache/systemds/actions/workflows/license.yml/badge.svg?branch=main)](https://github.com/apache/systemds/actions/workflows/license.yml)\n[![Java Tests](https://github.com/apache/systemds/actions/workflows/javaTests.yml/badge.svg?branch=main)](https://github.com/apache/systemds/actions/workflows/javaTests.yml)\n[![codecov](https://codecov.io/gh/apache/systemds/graph/badge.svg?token=4YfvX8s6Dz)](https://codecov.io/gh/apache/systemds)\n[![Python Test](https://github.com/apache/systemds/actions/workflows/python.yml/badge.svg?branch=main)](https://github.com/apache/systemds/actions/workflows/python.yml)\n[![Total PyPI downloads](https://static.pepy.tech/personalized-badge/systemds?units=abbreviation\u0026period=total\u0026left_color=grey\u0026right_color=blue\u0026left_text=Total%20PyPI%20Downloads)](https://pepy.tech/project/systemds)\n[![Monthly PyPI downloads](https://static.pepy.tech/personalized-badge/systemds?units=abbreviation\u0026left_color=grey\u0026right_color=blue\u0026left_text=Monthly%20PyPI%20Downloads)](https://pepy.tech/project/systemds)\n","funding_links":[],"categories":["Java","数据科学"],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapache%2Fsystemds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapache%2Fsystemds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapache%2Fsystemds/lists"}