{"id":13633348,"url":"https://github.com/Netflix/vectorflow","last_synced_at":"2025-04-18T10:34:27.953Z","repository":{"id":23475760,"uuid":"99009304","full_name":"Netflix/vectorflow","owner":"Netflix","description":null,"archived":false,"fork":false,"pushed_at":"2024-05-02T18:52:43.000Z","size":70,"stargazers_count":1295,"open_issues_count":15,"forks_count":87,"subscribers_count":378,"default_branch":"master","last_synced_at":"2025-04-05T21:45:00.002Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"D","has_issues":true,"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/Netflix.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":"2017-08-01T14:19:39.000Z","updated_at":"2025-03-25T23:45:56.000Z","dependencies_parsed_at":"2024-06-20T05:42:55.216Z","dependency_job_id":"5e3cc95f-4d95-47d4-8c7d-b162068d3311","html_url":"https://github.com/Netflix/vectorflow","commit_stats":null,"previous_names":[],"tags_count":3,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Netflix%2Fvectorflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Netflix%2Fvectorflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Netflix%2Fvectorflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Netflix%2Fvectorflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Netflix","download_url":"https://codeload.github.com/Netflix/vectorflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249479055,"owners_count":21279187,"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":"2024-08-01T23:00:34.216Z","updated_at":"2025-04-18T10:34:27.613Z","avatar_url":"https://github.com/Netflix.png","language":"D","readme":"\u003cimg src=\"http://ae.nflximg.net/vectorflow/vectorflow_logo.png\" width=\"200\"\u003e\n\n**Vectorflow** is a minimalist neural network library optimized for sparse data and single machine environments.\n\nOriginal blog post [here](https://medium.com/@NetflixTechBlog/introducing-vectorflow-fe10d7f126b8).\n\n[![Build Status](https://travis-ci.com/Netflix/vectorflow.svg?branch=master)](https://travis-ci.com/Netflix/vectorflow)\n\n### Installation\n\n#### dub package\nThe library is distributed as a [`dub`](https://code.dlang.org/) package. Add `vectorflow` to the `dependencies` section of your `dub.json`:\n```\n\"vectorflow\": \"~\u003e1.0.2\"\n```\n\nThe library itself doesn't have any dependencies. All you need is a recent D compiler.\n\n**`LDC` is the recommended compiler** for the fastest runtime speed. \n\nTested on:\n- Linux, OSX\n- LDC version: \u003e= 1.1.1\n- DMD version: \u003e= 2.073.1\n\n#### Setting up a D environment \nIf you're new to [D](http://dlang.org/), keep reading. You will need `dub` (the D package manager) and `LDC` (the LLVM-based D compiler).\n##### macOS\n```\nbrew install dub\nbrew install ldc\n```\n##### Ubuntu\n```\napt-get install -y curl xz-utils\ncurl -fsS https://dlang.org/install.sh | bash -s ldc\nsource ~/dlang/ldc-{VERSION}/activate\n```\n\n### Examples\nTo run the RCV1 example (sparse logistic regression):\n```\ncd examples \u0026\u0026 ./compile_run.sh rcv1.d\n```\n\n### Tests\nTo run the tests:\n```\ndub test\n```\n\n### Documentation\n`vectorflow` uses [ddoc](https://dlang.org/spec/ddoc.html).\nOne way of building and serving the documentation locally (you will need `libevent` for serving) is:\n```\ndub build -b ddox \u0026\u0026 dub run -b ddox\n```\nOr use your favorite DDOC compiler.\n\nPlease also refer to the repo wiki.\n","funding_links":[],"categories":["Training","其他_机器学习与深度学习","Frameworks-for-Training","D","Frameworks for Training","Machine Learning"],"sub_categories":["Frameworks for Training","Popular-LLM","XML"],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FNetflix%2Fvectorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FNetflix%2Fvectorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FNetflix%2Fvectorflow/lists"}