{"data":{"slug":"tensorflow-tensorboard","name":"tensorboard","tagline":"TensorFlow Visualization Toolkit","github_url":"https://github.com/tensorflow/tensorboard","owner":"tensorflow","repo":"tensorboard","owner_avatar_url":"https://avatars.githubusercontent.com/u/15658638?v=4","primary_language":"TypeScript","stars":7197,"forks":1710,"topics":[],"archived":false,"github_pushed_at":"2026-07-30T00:14:40+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/tensorflow-tensorboard","markdown_url":"https://www.graphcanon.com/tools/tensorflow-tensorboard.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tensorflow-tensorboard","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tensorflow-tensorboard","description":"TensorFlow's Visualization Toolkit","homepage_url":null,"license":"Apache-2.0","open_issues":748,"watchers":181,"ai_summary":"A tool for providing visualization and dashboard features for machine learning experiments using TensorFlow.","readme_excerpt":"### Can I run `tensorboard` without a TensorFlow installation?\n\nTensorBoard 1.14+ can be run with a reduced feature set if you do not have\nTensorFlow installed. The primary limitation is that as of 1.14, only the\nfollowing plugins are supported: scalars, custom scalars, image, audio,\ngraph, projector (partial), distributions, histograms, text, PR curves, mesh.\nIn addition, there is no support for log directories on Google Cloud Storage.","github_created_at":"2017-05-15T20:08:07+00:00","created_at":"2026-07-11T23:26:26.122466+00:00","updated_at":"2026-08-03T12:01:43.03755+00:00","categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"dashboard","name":"dashboard"},{"slug":"tensorboard","name":"tensorboard"},{"slug":"visualization","name":"visualization"}],"trust":{"provenance":{"is_fork":false,"github_id":91379993,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-08-03T12:01:41.756Z","maintenance":{"label":"Very active","score":96,"methodology":"github_public_v1","releases_90d":1,"days_since_push":4,"last_release_at":"2026-06-29T19:59:51Z"},"security_summary":{"status":"no_lockfile","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-11T23:26:32.645Z","medium_count":0,"scan_profile":"none","critical_count":0}},"capability_facts":{"mcp":{"source":"repo_scan","observed_at":"2026-08-03T12:01:42.265Z","server_manifest":false},"scan":{"source":"repo_scan","observed_at":"2026-08-03T12:01:42.265Z"},"deploy":{"source":"dockerfile:Dockerfile","self_host":true,"observed_at":"2026-08-03T12:01:42.265Z","managed_saas":false},"languages":{"value":["typescript","javascript","python"],"source":"github.language+package.json+pyproject.toml","observed_at":"2026-08-03T12:01:42.265Z"},"has_docker":{"value":true,"source":"dockerfile:Dockerfile","observed_at":"2026-08-03T12:01:42.265Z"},"license_spdx":{"value":"Apache-2.0","source":"github.license","observed_at":"2026-08-03T12:01:42.265Z"}},"decision_facts":{"hosting":null,"pricing":{"model":"freemium","summary":"There is no direct cost associated with using TensorBoard through its open-source version under the Apache 2.0 license."},"requirements":{"min_ram_gb":null,"requires_docker":false},"constraints":{"min_ram_gb":null,"pricing_model":"freemium","requires_docker":false},"when_to_use":["Use TensorBoard when you are working with TensorFlow projects to leverage its specialized plugins for detailed graph visualizations and tensor data insights.","Opt for TensorBoard if your project involves complex model architectures or extensive datasets where advanced visualization support is necessary."],"when_not_to_use":["Avoid TensorBoard if your machine learning setup does not utilize TensorFlow, as it provides limited functionality without a TensorFlow installation.","Do not use TensorBoard when your application specifically requires log directory access on Google Cloud Storage, as this feature is absent in environments lacking TensorFlow."],"source":"enrich:decision_facts","observed_at":"2026-07-16T22:04:24.639Z"},"constraint_facets":{"min_ram_gb":null,"pricing_model":"freemium","requires_docker":false},"decision_summary":[{"label":"Pricing","value":"freemium - There is no direct cost associated with using TensorBoard through its open-source version under the Apache 2.0 license."},{"label":"Adopt for","value":"TensorBoard provides extensive visualization capabilities specifically tailored for TensorFlow projects, aiding in understanding and debugging machine learning experiments."},{"label":"License detail","value":"The code using or referencing tensorboard must comply with the terms of the Apache-2.0 license, allowing permissive reuse and modification."}]}}