{"id":19596394,"url":"https://github.com/henrixapp/text_analytics","last_synced_at":"2025-02-26T14:42:28.560Z","repository":{"id":88982930,"uuid":"425632674","full_name":"henrixapp/text_analytics","owner":"henrixapp","description":"Final project for text analytics class Fall '20","archived":false,"fork":false,"pushed_at":"2021-11-07T22:38:39.000Z","size":35595,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-09T07:25:02.820Z","etag":null,"topics":["clustering","machine-learning","recipes"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/henrixapp.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":"2021-11-07T22:38:05.000Z","updated_at":"2021-11-11T21:19:01.000Z","dependencies_parsed_at":"2023-06-13T10:30:09.662Z","dependency_job_id":null,"html_url":"https://github.com/henrixapp/text_analytics","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/henrixapp%2Ftext_analytics","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/henrixapp%2Ftext_analytics/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/henrixapp%2Ftext_analytics/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/henrixapp%2Ftext_analytics/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/henrixapp","download_url":"https://codeload.github.com/henrixapp/text_analytics/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240875279,"owners_count":19871842,"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":["clustering","machine-learning","recipes"],"created_at":"2024-11-11T08:53:28.639Z","updated_at":"2025-02-26T14:42:28.089Z","avatar_url":"https://github.com/henrixapp.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ITA: Text Analytics\n**Lecturer:** Prof. Dr. Michael Gertz\n\n**Term:** Winter Semester 20/21\n\n## Assignments\n\nThe assignments 1 to 4 can be found in the respective folders.\n\n## [Project](src/)\n\nTo get started with running the example pipelines [read more here](src/). Our project implementation is found in the [src folder](src/) together with a [README](src/), where all important steps are desrcibed.\n\nIn our project we are clustering and augmenting recipes. A detailed description of the project idea can be found in the [proposal](proposal/project-proposal.pdf). An overview over the progress and an analysis of the dataset in particular can be found in our report for the [first milestone](milestone-1/README.md). Our issue tracking and meetings are documented in the folder [meetings](meetings/).\n\n### Appetizer\nJust to give a taste, here is a clustering visualization using [UMAP](https://umap-learn.readthedocs.io/en/latest/), k-Means clustering and baseline approach (TF-IDF, TruncatedSVD).\n[![Baseline Gif](visualisations/baseline.gif)](https://www.youtube.com/watch?v=SewE9nil0Nc)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhenrixapp%2Ftext_analytics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhenrixapp%2Ftext_analytics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhenrixapp%2Ftext_analytics/lists"}