{"id":16505765,"url":"https://github.com/chakricherukuri/mlviz","last_synced_at":"2025-03-16T18:32:35.778Z","repository":{"id":37623028,"uuid":"117618207","full_name":"ChakriCherukuri/mlviz","owner":"ChakriCherukuri","description":"Visualizations of machine learning models and algorithms","archived":false,"fork":false,"pushed_at":"2022-01-26T13:48:09.000Z","size":38817,"stargazers_count":117,"open_issues_count":1,"forks_count":38,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-02-11T11:51:18.526Z","etag":null,"topics":["ai","bqplot","conda-environment","data-visualization","deep-learning","ipywidgets","jupyter-notebook","machine-learning-algorithms","notebook-server","scikit-learn","tensorflow","visualizations","voila"],"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/ChakriCherukuri.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}},"created_at":"2018-01-16T02:06:30.000Z","updated_at":"2024-11-21T19:57:56.000Z","dependencies_parsed_at":"2022-08-29T22:21:45.881Z","dependency_job_id":null,"html_url":"https://github.com/ChakriCherukuri/mlviz","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/ChakriCherukuri%2Fmlviz","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChakriCherukuri%2Fmlviz/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChakriCherukuri%2Fmlviz/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ChakriCherukuri%2Fmlviz/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ChakriCherukuri","download_url":"https://codeload.github.com/ChakriCherukuri/mlviz/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243826783,"owners_count":20354220,"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":["ai","bqplot","conda-environment","data-visualization","deep-learning","ipywidgets","jupyter-notebook","machine-learning-algorithms","notebook-server","scikit-learn","tensorflow","visualizations","voila"],"created_at":"2024-10-11T15:13:08.572Z","updated_at":"2025-03-16T18:32:30.754Z","avatar_url":"https://github.com/ChakriCherukuri.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"Notebooks containing theoretical and applied machine learning algorithms/models. All the examples are built using the jupyter widget libraries ([ipywidgets](https://ipywidgets.readthedocs.io/en/latest/examples/Widget%20List.html) and [bqplot](https://bqplot.readthedocs.io/en/latest/)). [voila](https://github.com/voila-dashboards/voila) is used to render the notebooks as code less dashboards.\n\nView the live `mlviz` gallery live at https://chakricherukuri.github.io/mlviz/\n\n## Environment Setup (for running the notebooks)\nIf you have [miniconda](https://docs.conda.io/en/latest/miniconda.html) distribution, then do the following steps to start the jupyter notebook:\n\n* create conda env called mlviz (one time setup)\n```console\n$ conda env create -f environment.yml\n```\n* activate mlviz conda env\n```console\n$ conda activate mlviz\n```\n* start jupyter notebook server\n```console\n$ jupyter notebook\n```\n* Access the index to all the dashboards using the following link\n\n`http://localhost:8888/voila/render/notebooks/Index.ipynb`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchakricherukuri%2Fmlviz","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchakricherukuri%2Fmlviz","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchakricherukuri%2Fmlviz/lists"}