{"id":15904178,"url":"https://github.com/dermatologist/python3-ml","last_synced_at":"2026-04-02T15:58:57.757Z","repository":{"id":88879881,"uuid":"202617112","full_name":"dermatologist/python3-ml","owner":"dermatologist","description":":runner: OpenFaaS-cli template for python3 ML model deployments as microservices ","archived":false,"fork":false,"pushed_at":"2023-09-03T02:12:39.000Z","size":35,"stargazers_count":3,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-04-02T18:22:00.606Z","etag":null,"topics":["fastai","image-processing","machine-learning","opencv","python3","pytorch"],"latest_commit_sha":null,"homepage":"https://nuchange.ca","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dermatologist.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":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2019-08-15T22:02:02.000Z","updated_at":"2023-07-20T16:25:16.000Z","dependencies_parsed_at":"2024-10-28T08:05:05.531Z","dependency_job_id":"59953c69-b098-4545-93c0-1dbfe804fb2e","html_url":"https://github.com/dermatologist/python3-ml","commit_stats":null,"previous_names":[],"tags_count":5,"template":false,"template_full_name":null,"purl":"pkg:github/dermatologist/python3-ml","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fpython3-ml","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fpython3-ml/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fpython3-ml/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fpython3-ml/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dermatologist","download_url":"https://codeload.github.com/dermatologist/python3-ml/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dermatologist%2Fpython3-ml/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260016014,"owners_count":22946319,"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":["fastai","image-processing","machine-learning","opencv","python3","pytorch"],"created_at":"2024-10-06T12:21:57.676Z","updated_at":"2026-04-02T15:58:57.710Z","avatar_url":"https://github.com/dermatologist.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# :fuelpump: [OpenFaaS](https://www.openfaas.com/) Templates for deploying machine learning models and LLM agents on the cloud.\n\n## Templates available in this repository:\n\n- **conda-ml** (Base container with conda. Falls back to pip if conda install fails. Use torch/tf for cpu). See example ***requirements.txt*** below.\n```\ntorch==1.13.0+cpu\ntorchvision==0.14.0+cpu\n```\n- **conda-ml-kf** (Copy of above with KubeFlow support [Read more](https://nuchange.ca/2022/12/using-openfaas-containers-in-kubeflow.html))\n- **conda-langroid** (Simple OpenFaaS wrapper for [langroid](https://github.com/langroid/langroid))\n- opencv-face\n- gensim-text\n- ~~fastai-vision~~ Deprecated\n- ~~fastai-statedict~~ Deprecated\n- More to come\n\n## Downloading the templates\n```\nfaas-cli template pull https://github.com/dermatologist/python3-ml\n```\n\n# Using the template\nCreate a new function (Check the templates available above)\n```\nfaas-cli new --lang \u003ctemplate-name\u003e \u003cfn-name\u003e\n```\nBuild, push, and deploy\n```\nfaas-cli up -f \u003cfn-name\u003e.yml\n```\nTest the new function\n```\necho -n content | faas-cli invoke \u003cfn-name\u003e\n```\n## Give us a star ⭐️\nIf you find these templates useful, give us a star. It helps others discover them.\n## Contributors\n\n* [Bell Eapen](https://nuchange.ca) |  [Contact](https://nuchange.ca/contact)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdermatologist%2Fpython3-ml","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdermatologist%2Fpython3-ml","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdermatologist%2Fpython3-ml/lists"}