{"id":17720114,"url":"https://github.com/theden/stellar","last_synced_at":"2025-03-31T13:16:35.520Z","repository":{"id":83727813,"uuid":"136270941","full_name":"TheDen/stellar","owner":"TheDen","description":"Machine Learning for Graphs","archived":false,"fork":false,"pushed_at":"2018-06-06T15:03:17.000Z","size":681,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2024-05-30T01:18:41.957Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Shell","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/TheDen.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-06-06T04:15:43.000Z","updated_at":"2018-10-01T00:13:26.000Z","dependencies_parsed_at":null,"dependency_job_id":"19cf4561-d4b7-4698-94e6-2539b2e4a59d","html_url":"https://github.com/TheDen/stellar","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheDen%2Fstellar","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheDen%2Fstellar/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheDen%2Fstellar/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TheDen%2Fstellar/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/TheDen","download_url":"https://codeload.github.com/TheDen/stellar/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246473279,"owners_count":20783236,"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":[],"created_at":"2024-10-25T15:26:08.369Z","updated_at":"2025-03-31T13:16:35.493Z","avatar_url":"https://github.com/TheDen.png","language":"Shell","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Stellar Graph Analytics\n\nStellar is a graph analytics platform designed for running algorithms on large scale graph data. It supports data integration, entity resolution, machine learning on graphs and visualisation.\n\n## Features\n\n* Data Integration\n* Node Embedding for Machine Learning (Node2Vec)\n* Graph Convolutional Networks (GCN)\n* Entity Resolution\n* Graphs searchable through ElasticSearch\n* Dockerized containers for orchestration\n* Apache Nifi for coordination\n* Web UI for Data Integration\n* Python Client\n\n## Overview\n\nStellar is designed to:\n\n* Merge data into a graph\n* Run search, machine learning, and entity resolution across the graph\n* Visualise results\n\nThis repository is the prototype release for the Stellar platform. The current limitations are as follows:\n\n* Single User\n* Single Machine\n* 50,000 nodes\n* CSV data only\n* Numeric values for machine learning\n* No missing values for machine learning\n* Fixed datasets for entity resolution\n* Web UI focused only on integration\n* For Data Visualisation you will need to install [Gephi](https://gephi.org)\n\n## Modules\n\nStellar is a collection of Docker containers coordinated with Apache Nifi. The collection of docker containers are built from the following repositories:\n\n* [Coordinator](https://github.com/data61/stellar-coordinator)\n* [Data Integration](https://github.com/data61/stellar-ingest)\n* [Search](https://github.com/data61/stellar-search)\n* [Entity Resolution](https://github.com/data61/stellar-ERBaseline)\n* [Machine Learning](https://github.com/data61/stellar-evaluation-plugins)\n* [Web UI](https://github.com/data61/stellar-config)\n* [Python Client](https://github.com/data61/stellar-py)\n\nThis GitHub repository uses Docker Compose to download and launch the Docker containers. The containers are downloaded from DockerHub in the [Data61 repository](https://hub.docker.com/r/data61).\n\n### Install\nStellar runs as a server application, and the user connects to the server through the Web UI or the Python Client.\n\nTo connect remotely to a Stellar server instance follow these [instructions](./doc/remote.md).\n\nIf you would like to install and run the Stellar server manually, you will need to follow the specifications and instructions as specified [here](./doc/server.md).\n\n## License\n\nCopyright (c) 2017-2018 [CSIRO Data61](http://data61.csiro.au/)\n\nLicensed under the Apache License, Version 2.0 (the \"License\"); you may not\nuse the files included in this repository except in compliance with the\nLicense. You may obtain a copy of the License at\n\n    http://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, WITHOUT\nWARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the\nLicense for the specific language governing permissions and limitations under\nthe License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheden%2Fstellar","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheden%2Fstellar","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheden%2Fstellar/lists"}