{"id":19337120,"url":"https://github.com/stevemats/pyhodophile","last_synced_at":"2026-05-13T08:39:32.484Z","repository":{"id":97537995,"uuid":"389377493","full_name":"stevemats/Pyhodophile","owner":"stevemats","description":"Interactive Py web app to explore different datasets and classifiers easily.","archived":false,"fork":false,"pushed_at":"2021-07-25T17:43:01.000Z","size":2418,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-06T10:13:36.491Z","etag":null,"topics":["python","streamlit","streamlit-webapp"],"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/stevemats.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":"2021-07-25T15:17:31.000Z","updated_at":"2021-10-25T09:35:44.000Z","dependencies_parsed_at":"2023-03-06T15:15:58.569Z","dependency_job_id":null,"html_url":"https://github.com/stevemats/Pyhodophile","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/stevemats%2FPyhodophile","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevemats%2FPyhodophile/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevemats%2FPyhodophile/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/stevemats%2FPyhodophile/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/stevemats","download_url":"https://codeload.github.com/stevemats/Pyhodophile/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240441955,"owners_count":19801793,"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":["python","streamlit","streamlit-webapp"],"created_at":"2024-11-10T03:13:29.472Z","updated_at":"2026-05-13T08:39:32.452Z","avatar_url":"https://github.com/stevemats.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Pyhodophile:\n[Pyhodophile](https://github.com/stevemats/Pyhodophile) is a web based demo py app utilizing streamlit to help you explore different datasets and classifier all in one place. \n\n## View Demo:\nhttps://user-images.githubusercontent.com/30528167/126907271-2ade48ff-5e80-4ab0-ba5a-c32898322600.mp4\n\n## Definations:\n**KNN**(K-Nearest Neighbors) as seen in demo above under classifiers, is a simple algorithm used in Machine Learning for regression and classification problem. It stores all available cases and classifies new cases based on a similarity measure\n\n**Random Forest** also seen in the demo, is a machine learning technique that’s used to solve regression and classification problems. It utilizes ensemble learning, which is a technique that combines many classifiers to provide solutions to complex problems.\n\nFinally we have **SVM**(Support Vector machine), which is a linear model for classification and regression problems. It can solve linear and non-linear problems and work well for many practical problems. The idea of SVM is simple: The algorithm creates a line or a hyperplane which separates the data into classes.\n\n## Usage\n```\nstreamlit run main.py\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstevemats%2Fpyhodophile","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstevemats%2Fpyhodophile","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstevemats%2Fpyhodophile/lists"}