symphony-hierarchical-confusion-matrix


Namesymphony-hierarchical-confusion-matrix JSON
Version 1.0.3 PyPI version JSON
download
home_pagehttps://github.com/apple/ml-symphony
SummaryA confusion matrix Symphony component that can display hierarchical labels
upload_time2023-08-11 19:39:21
maintainer
docs_urlNone
authorApple
requires_python>=3.6
licenseApple Sample Code License
keywords jupyter widgets ipython
VCS
bugtrack_url
requirements accessible-pygments aiofiles aiosqlite alabaster anyio appnope argon2-cffi argon2-cffi-bindings arrow asttokens async-lru attrs Babel backcall beautifulsoup4 bleach certifi cffi charset-normalizer comm commonmark debugpy decorator defusedxml deprecation docutils executing fastjsonschema fqdn html5lib idna imagesize iniconfig ipykernel ipython ipython-genutils ipywidgets isoduration jedi Jinja2 json5 jsonpointer jsonschema jsonschema-specifications jupyter jupyter-console jupyter-events jupyter-lsp jupyter-packaging jupyter-sphinx jupyter-ydoc jupyter_client jupyter_core jupyter_server jupyter_server_fileid jupyter_server_terminals jupyter_server_ydoc jupyterlab jupyterlab-pygments jupyterlab-widgets jupyterlab_server MarkupSafe matplotlib-inline mistune nbclassic nbclient nbconvert nbformat nbsphinx nbsphinx-link nest-asyncio notebook notebook_shim numpy overrides packaging pandas pandocfilters parso pexpect pickleshare platformdirs pluggy prometheus-client prompt-toolkit psutil ptyprocess pure-eval pyarrow pycparser pydata-sphinx-theme Pygments pypandoc pytest pytest_check_links python-dateutil python-json-logger pytz PyYAML pyzmq qtconsole QtPy recommonmark referencing requests rfc3339-validator rfc3986-validator rpds-py Send2Trash six sniffio snowballstemmer soupsieve Sphinx sphinx-book-theme sphinx_mdinclude sphinxcontrib-applehelp sphinxcontrib-devhelp sphinxcontrib-htmlhelp sphinxcontrib-jsmath sphinxcontrib-qthelp sphinxcontrib-serializinghtml stack-data terminado tinycss2 tomlkit tornado traitlets typing_extensions tzdata uri-template urllib3 wcwidth webcolors webencodings websocket-client widgetsnbextension y-py ypy-websocket
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # SymphonyHierarchicalConfusionMatrix

A hierarchical confusion matrix based on the `ClassificationSpec`, which requires as additional arguments:

- `prediction_column`
- `label_column`

## Installation

```bash
pip install symphony_hierarchical_confusion_matrix
```

## Usage

To learn how to use Symphony, see the [documentation](https://apple.github.io/ml-symphony/).

## Development

To learn about how to build Symphony from source and how to contribute to the framework, please look at [CONTRIBUTING.md](../CONTRIBUTING.md) and the [development documentation](https://apple.github.io/ml-symphony/contributing.html).

            

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}
        
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