{"id":21298284,"url":"https://github.com/mohitmishra786/ml-and-dl","last_synced_at":"2025-10-09T00:41:59.702Z","repository":{"id":59959902,"uuid":"429147235","full_name":"mohitmishra786/ML-and-DL","owner":"mohitmishra786","description":"This repository gives beginners and newcomers in the field of AI and ML a chance to understand the inner workings of popular learning algorithms by presenting them with a simple way to analyze the implementation of ML and DL algorithms in pure python using only numpy as a backend for linear algebraic computations.","archived":false,"fork":false,"pushed_at":"2023-06-25T08:58:37.000Z","size":11325,"stargazers_count":3,"open_issues_count":1,"forks_count":4,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-11T18:49:14.061Z","etag":null,"topics":["artificial-intelligence","artificial-neural-networks","basic","coding","deep-learning","deep-neural-networks","machine-learning","machine-learning-algorithms","machine-learning-practice","machine-learning-projects","ml","ml-project","mlops","python","python3","pytorch","pytorch-implementation","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/mohitmishra786.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,"zenodo":null}},"created_at":"2021-11-17T17:54:06.000Z","updated_at":"2024-11-16T04:25:15.000Z","dependencies_parsed_at":"2025-07-11T18:33:01.048Z","dependency_job_id":"fae34bdc-a4ea-4c7c-8ec5-946fed44e283","html_url":"https://github.com/mohitmishra786/ML-and-DL","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mohitmishra786/ML-and-DL","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohitmishra786%2FML-and-DL","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohitmishra786%2FML-and-DL/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohitmishra786%2FML-and-DL/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohitmishra786%2FML-and-DL/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mohitmishra786","download_url":"https://codeload.github.com/mohitmishra786/ML-and-DL/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mohitmishra786%2FML-and-DL/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":279000640,"owners_count":26082879,"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":"2025-10-08T02:00:06.501Z","response_time":56,"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":["artificial-intelligence","artificial-neural-networks","basic","coding","deep-learning","deep-neural-networks","machine-learning","machine-learning-algorithms","machine-learning-practice","machine-learning-projects","ml","ml-project","mlops","python","python3","pytorch","pytorch-implementation","tensorflow"],"created_at":"2024-11-21T14:49:32.811Z","updated_at":"2025-10-09T00:41:59.686Z","avatar_url":"https://github.com/mohitmishra786.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning \u0026 Deep Learning\n\n### Install\n\nThis project requires **Python** and the following Python libraries installed:\n\n- [NumPy](http://www.numpy.org/)\n- [Pandas](http://pandas.pydata.org/)\n- [matplotlib](http://matplotlib.org/)\n- [scikit-learn](http://scikit-learn.org/stable/)\n\nYou will also need to have software installed to run and execute a [Jupyter Notebook](http://jupyter.org/install.html).\n\nIf you do not have Python installed yet, it is highly recommended that you install the [Anaconda](https://www.anaconda.com/download/) distribution of Python, which already has the above packages and more included. \n\n### Code\n\nTemplate code is provided in the `boston_housing.ipynb` notebook file. You will also be required to use the included `visuals.py` Python file and the `housing.csv` dataset file to complete your work. While some code has already been implemented to get you started, you will need to implement additional functionality when requested to successfully complete the project. Note that the code included in `visuals.py` is meant to be used out-of-the-box and not intended for students to manipulate. If you are interested in how the visualizations are created in the notebook, please feel free to explore this Python file.\n\n### Run\n\nIn a terminal or command window, navigate to the top-level project directory `boston_housing/` (that contains this README) and run one of the following commands:\n\n```bash\nipython notebook any_notebook.ipynb\n```  \nor\n```bash\njupyter notebook any_notebook.ipynb\n```\nor open with Juoyter Lab\n```bash\njupyter lab\n```\n\nThis will open the Jupyter Notebook software and project file in your browser.\n\n### Data\n\nDataset are already included inside the model file\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohitmishra786%2Fml-and-dl","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmohitmishra786%2Fml-and-dl","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohitmishra786%2Fml-and-dl/lists"}