{"library":"tensorboard-plugin-wit","type":"library","category":null,"description":"The tensorboard-plugin-wit package integrates the What-If Tool (WIT) into TensorBoard, providing an interactive visual interface for understanding black-box machine learning models. It enables users to perform inference on datasets, visualize results, and manually or programmatically edit examples to observe how changes affect model predictions. The current version is 1.8.1, released on January 5, 2022. The underlying What-If Tool project is hosted on GitHub under `pair-code/what-if-tool` but is no longer actively maintained.","language":"python","status":"maintenance","version":"1.8.1","tags":["tensorboard","machine-learning","visualization","interpretability","debugging","what-if-tool","tensorflow"],"last_verified":"Thu May 21","install":[{"cmd":"pip install tensorboard-plugin-wit","imports":["The plugin is primarily accessed via the TensorBoard UI after launching TensorBoard. There is no direct Python import for the main plugin functionality, though parts of the underlying 'witwidget' library might be imported for advanced programmatic use."]}],"homepage":"https://whatif-tool.dev","github":null,"docs":null,"changelog":null,"pypi":"https://pypi.org/project/tensorboard-plugin-wit/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":50,"avg_install_s":1.6,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/tensorboard-plugin-wit/compatibility"}}