{"id":16356016,"url":"https://github.com/djb15/machine-learning-project","last_synced_at":"2026-04-27T11:31:17.046Z","repository":{"id":91869186,"uuid":"123432962","full_name":"djb15/machine-learning-project","owner":"djb15","description":"Machine learning project 2018 - Imperial College London","archived":false,"fork":false,"pushed_at":"2018-03-23T13:51:27.000Z","size":1765,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-20T21:18:38.381Z","etag":null,"topics":["machine-learning","project","python3","scikit-learn","scikitlearn-machine-learning","university","university-project"],"latest_commit_sha":null,"homepage":"","language":"Python","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/djb15.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":"2018-03-01T12:37:47.000Z","updated_at":"2018-07-19T15:58:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"b04a9c81-91d7-4e90-becf-48e9f9e3aa0a","html_url":"https://github.com/djb15/machine-learning-project","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/djb15/machine-learning-project","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djb15%2Fmachine-learning-project","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djb15%2Fmachine-learning-project/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djb15%2Fmachine-learning-project/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djb15%2Fmachine-learning-project/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/djb15","download_url":"https://codeload.github.com/djb15/machine-learning-project/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/djb15%2Fmachine-learning-project/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32335295,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T23:26:28.701Z","status":"online","status_checked_at":"2026-04-27T02:00:06.769Z","response_time":128,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["machine-learning","project","python3","scikit-learn","scikitlearn-machine-learning","university","university-project"],"created_at":"2024-10-11T01:42:23.948Z","updated_at":"2026-04-27T11:31:17.017Z","avatar_url":"https://github.com/djb15.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# machine-learning-project\n\n\u003e Repo for machine learning project at Imperial College London.  The problem being solved is email spam classification.\n\n## Get Started\nTo run my models, install all the required Python packages with `pip install -r requirements.txt` (ideally in a virtual environment but that is personal preference).  Also make sure you download the dataset from [here](https://archive.ics.uci.edu/ml/datasets/spambase) and place the `spambase.data` file in the `data` directory.  Then run `python mlp.py` etc. to run the Scikit Learn model for each training classifier.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjb15%2Fmachine-learning-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdjb15%2Fmachine-learning-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdjb15%2Fmachine-learning-project/lists"}