{"id":22894609,"url":"https://github.com/malcolmgreaves/py_ml_img","last_synced_at":"2026-04-13T02:05:31.478Z","repository":{"id":145612030,"uuid":"143354037","full_name":"malcolmgreaves/py_ml_img","owner":"malcolmgreaves","description":"A Python 3 image for NLP \u0026 ML. Includes spaCy \u0026 NLTK model data.","archived":false,"fork":false,"pushed_at":"2018-08-03T00:09:17.000Z","size":2,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-02-07T01:33:23.544Z","etag":null,"topics":["docker-image","machine-learning","nlp","nltk","python3","spacy"],"latest_commit_sha":null,"homepage":"","language":"Dockerfile","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/malcolmgreaves.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2018-08-02T23:24:50.000Z","updated_at":"2018-08-06T19:22:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"d3d71447-741f-48b8-86e9-9b7320e9c854","html_url":"https://github.com/malcolmgreaves/py_ml_img","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malcolmgreaves%2Fpy_ml_img","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malcolmgreaves%2Fpy_ml_img/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malcolmgreaves%2Fpy_ml_img/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/malcolmgreaves%2Fpy_ml_img/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/malcolmgreaves","download_url":"https://codeload.github.com/malcolmgreaves/py_ml_img/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246552972,"owners_count":20795835,"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":["docker-image","machine-learning","nlp","nltk","python3","spacy"],"created_at":"2024-12-13T23:18:47.131Z","updated_at":"2026-04-13T02:05:31.445Z","avatar_url":"https://github.com/malcolmgreaves.png","language":"Dockerfile","funding_links":[],"categories":[],"sub_categories":[],"readme":"# py_ml_img\nA [Docker](https://www.docker.com/) image for Python development in natural \nlanguage processing: useful as a base for other NLP+ML projects. \n\nUses `conda` for Python package management.\n\n\n# Use\nTo use the latest image, do:\n```bash\ndocker pull \"malcolmgreaves/py_ml_img:${VERSION}\"\n```\n\nWhere `VERSION` is the latest one on [Dockerhub](https://hub.docker.com/r/malcolmgreaves/py_ml_img/tags/).\n\n\n# Build\nTo build the image, execute:\n```bash\ndocker build -f Dockerfile -t py_ml_img .\n```\n\n\n# Libraries\nThe image explicity contains the following Python 3.6 packages:\n- NLP libraries (`spacy`, `nltk`)\n- pylab (`matplotlib`, `scipy`, `numpy`)\n- optimized native code (`openblas`, `cython`)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalcolmgreaves%2Fpy_ml_img","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmalcolmgreaves%2Fpy_ml_img","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmalcolmgreaves%2Fpy_ml_img/lists"}