{"id":19880603,"url":"https://github.com/gabrielscabrera/masterthesis","last_synced_at":"2026-06-09T12:31:50.043Z","repository":{"id":37680328,"uuid":"235614769","full_name":"GabrielSCabrera/MasterThesis","owner":"GabrielSCabrera","description":null,"archived":false,"fork":false,"pushed_at":"2023-10-17T20:45:45.000Z","size":96465,"stargazers_count":3,"open_issues_count":5,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-11T18:09:54.811Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/GabrielSCabrera.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":"2020-01-22T16:27:37.000Z","updated_at":"2022-01-13T07:02:54.000Z","dependencies_parsed_at":"2024-11-12T17:22:18.634Z","dependency_job_id":null,"html_url":"https://github.com/GabrielSCabrera/MasterThesis","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/GabrielSCabrera%2FMasterThesis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GabrielSCabrera%2FMasterThesis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GabrielSCabrera%2FMasterThesis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/GabrielSCabrera%2FMasterThesis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/GabrielSCabrera","download_url":"https://codeload.github.com/GabrielSCabrera/MasterThesis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241309103,"owners_count":19941725,"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":"2024-11-12T17:12:00.996Z","updated_at":"2026-06-09T12:31:50.026Z","avatar_url":"https://github.com/GabrielSCabrera.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MasterThesis\n\n### Support\n\nDeveloped and tested for the `gnome` terminal, and is likely to work on most Unix/Linux systems.\n\n### Requirements\n\nDataset files (`M8_1_bins.zip`,`M8_2_bins.zip`,`MONZ5_bins.zip`, and `WG04_bins.zip`) should be saved in the directory `/home/\u003cuser\u003e/Documents/MasterThesis/bins/`.\n\n### Functionality\n\nOnce the data files are in place, open *this* directory in your terminal and run a command.  These are listed below:\n\n| Command        | Description                                                       | Requirements                           | Output                    |\n|----------------|-------------------------------------------------------------------|----------------------------------------|---------------------------|\n| make           | Runs `main.py`                                                    | N/A                                    | N/A                       |\n| make clean     | Removes all `__pycache__` directories                             | N/A                                    | N/A                       |\n| make reset     | Removes all *generated* directories and files                     | N/A                                    | N/A                       |\n| make split     | Splits a selected dataset into training and testing sets          | Dataset in `/data/` directory          | Compressed `.npz` arrays  |\n| make train_DNN | Creates a *DNN* model using `scikit-learn` and a selected dataset | Split data in `/split_data/` directory | Trained model `.dnn` file |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgabrielscabrera%2Fmasterthesis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgabrielscabrera%2Fmasterthesis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgabrielscabrera%2Fmasterthesis/lists"}