{"id":24352186,"url":"https://github.com/zaujulio/featuresanalyzeroriginal","last_synced_at":"2026-05-08T06:49:42.880Z","repository":{"id":121547670,"uuid":"511312167","full_name":"ZauJulio/FeaturesAnalyzerOriginal","owner":"ZauJulio","description":"Time series analysis 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FeaturesAnalyzer\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Python-14354C?style=for-the-badge\u0026logo=python\u0026logoColor=white\"/\u003e\n  \u003cimg src=\"https://img.shields.io/badge/PostgreSQL-316192?style=for-the-badge\u0026logo=postgresql\u0026logoColor=white\"/\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Qt-41CD52?style=for-the-badge\u0026logo=qt\u0026logoColor=white\"/\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Numpy-777BB4?style=for-the-badge\u0026logo=numpy\u0026logoColor=white\"/\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Pandas-2C2D72?style=for-the-badge\u0026logo=pandas\u0026logoColor=white\"/\u003e\n  \u003cimg src=\"https://img.shields.io/badge/scikit_learn-F7931E?style=for-the-badge\u0026logo=scikit-learn\u0026logoColor=white\"/\u003e\n\u003c/p\u003e\n\n## Regression analysis system, classification and prediction of temporal series\n\n\u003cbr\u003e\u003c/br\u003e\n\n### **🚧 Needs attention**\n\nTemporarily to use this platform you need to add the data to the Data/Dump Director, with the Name:\n\n```txt\n    dump_[YYYY-MM-DD-HH-mm-SS].csv\n```\nWith this data format:\n\n| name    | time     | FPA | FPB | FPC | P1  | P2  | P3  | Q1  | Q2  | Q3  |\n| ------- | -------- | --- | --- | --- | --- | --- | --- | --- | --- | --- |\n| sensor1 | 00:00:00 | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n| sensor1 | 00:01:00 | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n| ...     | ...      | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n| sensor1 | 23:58:00 | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n| sensor1 | 23:59:00 | ... | ... | ... | ... | ... | ... | ... | ... | ... |\n\nIn addition, several settings and several internal are still related to the original problem of the analysis platform.Além disso várias configurações e várias internas ainda são relativas ao problema original da plataforma de análise.\n\n### - **Requirements**\n\n- Python3.10.4 or higher\n\n### - **Installation**\n\n- With pip:\n\n```sh\n╭─user@host ~/FeaturesAnalyzer ‹main●›\n╰─$ pip install -r requirements.txt\n```\n\n- With pipenv:\n\n```sh\n╭─user@host ~/FeaturesAnalyzer ‹main●›\n╰─$ pipenv install --python 3.10.4\n```\n\n### - **Usage**\n\n```sh\n╭─user@host ~/FeaturesAnalyzer/src/ ‹main●›\n╰─$ python main.py\n```\n\nOpinionally you can use Docker 🐋:\n\n- To gain access to the graphic interface perform:\n\n```sh\n╭─user@host ~/FeaturesAnalyzer/src/ ‹main●›\n╰─$ chmod +x ./pre-build.sh\n\n╭─user@host ~/FeaturesAnalyzer/src/ ‹main●›\n╰─$ ./pre-build.sh\n```\n\n- Finnaly, you can use the graphical interface:\n\n```sh\n╭─user@host ~/FeaturesAnalyzer/src/ ‹main●›\n╰─$ docker-compose up --build\n```\n\n## Development\n\n🚧 **Needs Attention**\n\nIt is possible to need some changes in [docker-compose.yml](docker-compose.yml) so that the project works properly with docker.\n\n## Maintenance\n\nIf you need to install any dependence, use Pipenv.\n\n- Basic tutorial on Pipenv: [Pipenv](https://docs.pipenv.org/basics/)\n\n- After altering some dependence, use the command below to ensure a freeze of the project's depths.\n\n```sh\n╭─user@host ~/FeaturesAnalyzer ‹main●›\n╰─$ chmod +x update_reqs.sh\n\n╭─user@host ~/FeaturesAnalyzer ‹main●›\n╰─$ ./update_reqs.sh\n```\n\n---\n\n\u003cp align=\"center\"\u003e\n  \u003cstrong\u003e Maded with 💙 by: \u003c/strong\u003e\n  \u003cp align=\"center\"\u003e\n    \u003ca href=\"https://github.com/OakAnderson\"\u003e\n      \u003cimg src=\"https://github.com/OakAnderson.png\" width=\"50\" height=\"50\" alt=\"OakAnderson\" /\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://github.com/ZauJulio\"\u003e\n      \u003cimg src=\"https://github.com/ZauJulio.png\" width=\"50\" height=\"50\" alt=\"OakAnderson\" /\u003e\n    \u003c/a\u003e\n    \u003ca href=\"https://avatars.githubusercontent.com/u/6580651?v=4\"\u003e\n      \u003cimg src=\"https://avatars.githubusercontent.com/u/6580651?v=4.png\" width=\"50\" height=\"50\" alt=\"OakAnderson\" /\u003e\n    \u003c/a\u003e\n  \u003c/p\u003e\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaujulio%2Ffeaturesanalyzeroriginal","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzaujulio%2Ffeaturesanalyzeroriginal","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaujulio%2Ffeaturesanalyzeroriginal/lists"}