{"id":21373565,"url":"https://github.com/kirlf/csp-modeling","last_synced_at":"2025-08-02T16:12:55.842Z","repository":{"id":43731518,"uuid":"290707143","full_name":"kirlf/csp-modeling","owner":"kirlf","description":"Tasks for \"The Mathematical Modeling of Devices and Systems\"  subject practice (GRIAT)","archived":false,"fork":false,"pushed_at":"2023-05-13T10:57:33.000Z","size":1030,"stargazers_count":0,"open_issues_count":0,"forks_count":4,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-04-07T07:41:28.921Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/kirlf.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":"2020-08-27T07:27:08.000Z","updated_at":"2024-07-13T13:11:53.000Z","dependencies_parsed_at":"2024-11-22T08:43:50.376Z","dependency_job_id":null,"html_url":"https://github.com/kirlf/csp-modeling","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kirlf/csp-modeling","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kirlf%2Fcsp-modeling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kirlf%2Fcsp-modeling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kirlf%2Fcsp-modeling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kirlf%2Fcsp-modeling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kirlf","download_url":"https://codeload.github.com/kirlf/csp-modeling/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kirlf%2Fcsp-modeling/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268416633,"owners_count":24246945,"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","status":"online","status_checked_at":"2025-08-02T02:00:12.353Z","response_time":74,"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":[],"created_at":"2024-11-22T08:29:15.509Z","updated_at":"2025-08-02T16:12:55.808Z","avatar_url":"https://github.com/kirlf.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"\n# The Mathematical Modeling of Devices and Systems (practice)\n### M.Sc. Vladimir Fadeev\n#### Kazan, 2020\n\n\n### Student projects\n\n- [LDPC codes decocoder in C++](https://github.com/kirlf/csp-modeling/blob/master/ldpc/cpp/spa.cpp) by [AInur Ziganshin](https://github.com/AinurZiga) (based on [LDPC codes tutorial (Jupyter)](https://nbviewer.org/github/kirlf/csp-modeling/blob/master/ldpc/ldpc.ipynb))\n- [Poisson process approximation](https://github.com/kirlf/csp-modeling/blob/master/deprecated/python_task_2020.md) (group project, winter 2020)\n- [Rayleight and Rician channel modelling (Python)](https://github.com/kirlf/csp-modeling/blob/master/channel_modelling.ipynb) by [Cherniavskiy Dmitriy](https://github.com/ChernD)\n- [Mobile network KPI clustering (Python)](https://github.com/kirlf/csp-modeling/blob/master/data_analysis.ipynb) by [Timur Galiev](https://github.com/timurgaliev27)\n- [Mobile network timeseries KPI forecasting (Python)](https://github.com/kirlf/csp-modeling/blob/master/timeseries_forecasting.ipynb) by [Aleksandr Maslov](https://github.com/AlexMaslik) (based on [this repository](https://github.com/kirlf/lte-kpi-ts-forecasting) and [this dataset](https://www.kaggle.com/datasets/vladimirfadeev/lte-technical-kpis))\n\n### Suggested literature\n\n 1. Salehi, M., and J. Proakis. \"Digital communications.\" McGraw-Hill Education 31 (2007): 32.\n 2. Haykin, Simon S. Digital communications. New York: Wiley, 1988.\n 3. Goldsmith, Andrea. [Wireless communications.](http://wsl.stanford.edu/~andrea/Wireless/Book.pdf) Cambridge university press, 2005.\n 4. Sklar, Bernard. Digital communications: fundamentals and applications. 2001.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkirlf%2Fcsp-modeling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkirlf%2Fcsp-modeling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkirlf%2Fcsp-modeling/lists"}