{"id":32639795,"url":"https://github.com/lwdovico/human-activity-recognition","last_synced_at":"2026-04-17T08:31:31.671Z","repository":{"id":37973166,"uuid":"502321385","full_name":"lwdovico/human-activity-recognition","owner":"lwdovico","description":"Second Data Mining Project - Using more Advanced Techniques","archived":false,"fork":false,"pushed_at":"2022-08-06T09:20:36.000Z","size":26806,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-10-31T02:24:37.021Z","etag":null,"topics":["data-mining-python","machine-learning-algorithms"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/lwdovico.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}},"created_at":"2022-06-11T10:49:38.000Z","updated_at":"2022-08-02T17:50:45.000Z","dependencies_parsed_at":"2022-08-08T22:45:19.012Z","dependency_job_id":null,"html_url":"https://github.com/lwdovico/human-activity-recognition","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/lwdovico/human-activity-recognition","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwdovico%2Fhuman-activity-recognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwdovico%2Fhuman-activity-recognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwdovico%2Fhuman-activity-recognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwdovico%2Fhuman-activity-recognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/lwdovico","download_url":"https://codeload.github.com/lwdovico/human-activity-recognition/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/lwdovico%2Fhuman-activity-recognition/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31921783,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-16T18:22:33.417Z","status":"online","status_checked_at":"2026-04-17T02:00:06.879Z","response_time":62,"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":["data-mining-python","machine-learning-algorithms"],"created_at":"2025-10-31T02:15:21.529Z","updated_at":"2026-04-17T08:31:31.653Z","avatar_url":"https://github.com/lwdovico.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# The Project\nThis was mainly a didactical project, the aim was to study to apply and learn the workings of some advanced topics in Data Mining and Machine Learning. I subdivided the work in 5 topics: EDA, Classification \u0026 Regression, Time Series Analysis \u0026 Sequential Pattern Mining, Advanced Clustering Techniques and Explainability. I wrote about the processes and results of these tasks in a final report called \"Human_Activity_Recognition_Report.pdf\" which I compiled with LaTex. The files \"\\*-notebook.ipynb\", in the Notebooks folder, are the refined and reduced versions of the Jupyter Notebooks of the work I've done, divided by task.\n\n\u003cp align=\"center\"\u003e\n\u003ca href=\"https://github.com/ludovicolemma/human-activity-recognition/blob/main/Human_Activity_Recognition_Report.pdf\"\u003eRead the Report\u003c/a\u003e •\n\u003ca href=\"https://archive.ics.uci.edu/ml/datasets/human+activity+recognition+using+smartphones\"\u003eView the Dataset\u003c/a\u003e\u003c/br\u003e\u003c/br\u003e\n\u003ca href=\"https://github.com/ludovicolemma/human-activity-recognition/blob/main/Notebooks/01_EDA_HAR_notebook.ipynb\"\u003eEDA Code\u003c/a\u003e • \u003ca href=\"https://github.com/ludovicolemma/human-activity-recognition/blob/main/Notebooks/02_Classification_Regression_HAR_notebook.ipynb\"\u003eClassification \u0026 Regression Code\u003c/a\u003e • \u003ca href=\"https://github.com/ludovicolemma/human-activity-recognition/blob/main/Notebooks/03_TS%26SPM_HAR_notebook.ipynb\"\u003eTime Series \u0026 Sequential Pattern Mining Code\u003c/a\u003e • \u003ca href=\"https://github.com/ludovicolemma/human-activity-recognition/blob/main/Notebooks/04_Advanced_Clustering_HAR_notebook.ipynb\"\u003eAdvanced Clustering Code\u003c/a\u003e • \u003ca href=\"https://github.com/ludovicolemma/human-activity-recognition/blob/main/Notebooks/05_Explainability_HAR_notebook.ipynb\"\u003eExplainability Code\u003c/a\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flwdovico%2Fhuman-activity-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Flwdovico%2Fhuman-activity-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Flwdovico%2Fhuman-activity-recognition/lists"}