{"id":18668108,"url":"https://github.com/fredhohman/visual-analytics-in-deep-learning","last_synced_at":"2025-07-19T13:13:31.571Z","repository":{"id":54542034,"uuid":"130739099","full_name":"fredhohman/visual-analytics-in-deep-learning","owner":"fredhohman","description":"IEEE TVCG Visual Analytics in Deep Learning Survey","archived":false,"fork":false,"pushed_at":"2021-02-11T19:49:20.000Z","size":7597,"stargazers_count":19,"open_issues_count":1,"forks_count":6,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-03-25T20:06:43.416Z","etag":null,"topics":["data-visualization","deep-learning","interpretability","machine-learning","neural-network","survey","visual-analytics"],"latest_commit_sha":null,"homepage":"https://fredhohman.com/visual-analytics-in-deep-learning","language":"CSS","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/fredhohman.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-04-23T18:23:53.000Z","updated_at":"2024-11-06T14:38:43.000Z","dependencies_parsed_at":"2022-08-13T19:10:32.919Z","dependency_job_id":null,"html_url":"https://github.com/fredhohman/visual-analytics-in-deep-learning","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/fredhohman%2Fvisual-analytics-in-deep-learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fredhohman%2Fvisual-analytics-in-deep-learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fredhohman%2Fvisual-analytics-in-deep-learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fredhohman%2Fvisual-analytics-in-deep-learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fredhohman","download_url":"https://codeload.github.com/fredhohman/visual-analytics-in-deep-learning/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248498102,"owners_count":21114038,"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":["data-visualization","deep-learning","interpretability","machine-learning","neural-network","survey","visual-analytics"],"created_at":"2024-11-07T08:41:22.445Z","updated_at":"2025-04-12T00:22:01.316Z","avatar_url":"https://github.com/fredhohman.png","language":"CSS","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Visual Analytics in Deep Learning\n*An Interrogative Survey for the Next Frontiers*\n\nThis is the repository for the website of the TVCG 2018 survey paper on visual analytics in deep learning, presented at IEEE VIS 2018. \n\n**[Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers][site]**  \n[Fred Hohman][fred], [Minsuk Kahng][minsuk], [Robert Pienta][robert], [Duen Horng Chau][polo].  \n*IEEE Transactions on Visualization and Computer Graphics (TVCG). 2018.*  \n\n## Add a new work\n\nTo add a new work to the table:\n\n* Fork this repository.\n* Edit the data file [`_data/works.yml`][works] by appending a new work to the very bottom of the file.\nUse the following work as a template for adding the new work:\n```yaml\n- paper: kahng2018activis                  # lastname2018keyword\n  url: http://minsuk.com/research/activis/ # project or paper link\n  author: Kahng, et al.                    # abbreviated author list\n  year: 2018                               # publication year\n\n  # mark an `x` if a work belongs to a category and `o` if it doesn't\n  why:\n    - interpretability: x\n      debugging: x\n      comparing: o\n      education: o\n  who: \n    - model-developers: x\n      model-users: x\n      non-experts: o\n  what:\n    - graph: x\n      learned: o\n      units: x\n      neurons: x\n      aggregated: x\n      node-link: x\n  how: \n    - scatter: x\n      line: o\n      instance-based: x\n      interactive-experimentation: o\n      algorithms: o\n  when:\n    - during: o\n      after: x\n  where:\n    - venue: TVCG                          # abbreviated publication venue\n```\n* Submit a [pull request][pull] with the newly added work.\n\n## BibTeX\n\n```latex\n@article{hohman2018visual,\n  title={Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers},\n  author={Hohman, Fred and Kahng, Minsuk and Pienta, Robert and Chau, Duen Horng},\n  journal={IEEE Transactions on Visualization and Computer Graphics},\n  year={2018},\n  publisher={IEEE}\n}\n```\n\n## Credits\n\n[Jekyll theme](http://www.pixyll.com) by [John Otander](http://johnotander.com).\n\n[site]: https://fredhohman.com/visual-analytics-in-deep-learning\n[fred]: https://fredhohman.com \"Fred Hohman.\"\n[minsuk]: http://minsuk.com/ \"Minsuk Kahng.\"\n[robert]: http://spicy.bike/ \"Robert Pienta.\"\n[polo]: https://www.cc.gatech.edu/~dchau/ \"Polo Chau.\"\n\n[works]: https://github.com/fredhohman/visual-analytics-in-deep-learning/blob/master/_data/works.yml \"Works.\"\n[pull]: https://github.com/fredhohman/visual-analytics-in-deep-learning/pulls \"Make a new pull request.\"","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffredhohman%2Fvisual-analytics-in-deep-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffredhohman%2Fvisual-analytics-in-deep-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffredhohman%2Fvisual-analytics-in-deep-learning/lists"}