{"id":14563538,"url":"https://github.com/Bancie/TiLearn","last_synced_at":"2025-09-04T06:32:09.150Z","repository":{"id":245312721,"uuid":"817815751","full_name":"Bancie/TiLearn","owner":"Bancie","description":"Learn to manage and optimize your time.","archived":false,"fork":false,"pushed_at":"2024-09-06T20:01:46.000Z","size":84129,"stargazers_count":13,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2024-09-06T20:18:00.964Z","etag":null,"topics":["deep-learning","machine-learning","machine-scheduling","operations-research","optimization","time-management"],"latest_commit_sha":null,"homepage":"https://bancie.github.io/TiLearn/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Bancie.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":"2024-06-20T13:52:36.000Z","updated_at":"2024-09-06T08:45:28.000Z","dependencies_parsed_at":"2024-06-26T01:57:21.175Z","dependency_job_id":"e8d29841-732a-410e-8fcd-5e8887e26090","html_url":"https://github.com/Bancie/TiLearn","commit_stats":null,"previous_names":["bancie/schedulang","bancie/tilearn"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bancie%2FTiLearn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bancie%2FTiLearn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bancie%2FTiLearn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bancie%2FTiLearn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bancie","download_url":"https://codeload.github.com/Bancie/TiLearn/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":217902379,"owners_count":16248434,"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":["deep-learning","machine-learning","machine-scheduling","operations-research","optimization","time-management"],"created_at":"2024-09-07T02:02:17.881Z","updated_at":"2024-12-31T03:30:38.005Z","avatar_url":"https://github.com/Bancie.png","language":"Python","funding_links":[],"categories":["optimization"],"sub_categories":[],"readme":"\u003ca href=\"https://bancie.github.io/TiLearn/\" target=\"_blank\"\u003e\n  \u003cpicture\u003e\n    \u003cimg alt=\"Bancie logo\" src=\"https://github.com/Bancie/TiLearn/assets/144613141/9c35f828-8c29-444e-aafb-f298c2bdba93\" width=\"400px\"\u003e\n  \u003c/picture\u003e\n\u003c/a\u003e\n\u003ch3\u003e\u003c/h3\u003e\n\n[![homepage](https://img.shields.io/badge/powered%20by-TiLearn-%237072eb?style=for-the-badge\u0026labelColor=%23555555)](https://bancie.github.io/TiLearn/)\n[![PyPI](https://img.shields.io/badge/pypi%20package-1.0.0-%23177bbb?style=for-the-badge\u0026logo=pypi\u0026labelColor=white\n)](https://pypi.org/project/TiLearn/)\n\nWelcome to our open-source project focused on applying **Machine Learning (ML)** and **Deep Learning (DL)** techniques to **Machine Scheduling** and **Time Management**, often referred to as **Optimal Processing**. Our goal is to revolutionize the way tasks and processes are managed in various projects by leveraging advanced computational methods to optimize efficiency and productivity.\n\n# Installation\n\nTo install TiLearn using PyPI, run the following command:\n\n```\npip install TiLearn\n```\n\nThen, in the TiLearn repository that you cloned, simply run:\n\n```\npip install .\n```\n\n\n# Documentation and Usage\nFor in-depth instructions on installation and building the documentation, see the [TiLearn Documentation Guide and Tutorial](https://bancie.github.io/TiLearn/).\n\nLink: https://bancie.github.io/TiLearn/\n\n# Project Goals\n\n- **Optimized Scheduling**: Develop algorithms that can create optimal schedules for machines, minimizing downtime and maximizing throughput.\n- **Predictive Maintenance**: Implement predictive models to foresee and mitigate potential machine failures, ensuring continuous and efficient operations.\n- **Time Management**: Utilize deep learning models to enhance time management practices, helping businesses or individuals and team allocate resources more effectively and meet deadlines.\n- **Scalability**: Design solutions that are scalable and adaptable to different industrial environments and varying sizes of operations.\n\n# Responsibilities\n\nAs part of this open-source project, contributors are encouraged to:\n\n- **Algorithm Development**: Create and refine machine learning and deep learning algorithms tailored to scheduling and time management.\n- **Data Collection and Preprocessing**: Gather and preprocess data from various sources to train and validate models.\n- **Model Training and Evaluation**: Train models using the collected data and evaluate their performance to ensure accuracy and reliability.\n- **Integration and Testing**: Integrate developed models into real-world scheduling systems and conduct extensive testing to validate their effectiveness.\n- **Documentation and Support**: Maintain comprehensive documentation of the project, providing clear guidelines for usage and contribution. Assist users and other contributors through forums and issue tracking.\n\nFor inquiries, please **contact** me at [chibangn1@gmail.com](https://mail.google.com/mail)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBancie%2FTiLearn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FBancie%2FTiLearn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FBancie%2FTiLearn/lists"}