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        "description": "# MC Uncertainty\n\nUncertainty estimation functions for use with Monte Carlo sampled model outputs.\n\n## Installation\n\n`pip install mc-uncertainty`\n\n## Usage\n\n```python\nimport mc_uncertainty as mcu\n\n# All functions accept data with shape (mc_samples, n, classes)\ndata = np.array(...\n\n# Variance\nprint(mcu.variance(data).shape)  # [n, classes]\n\n# Entropy\nprint(mcu.entropy(data).shape)  # [mc_samples, n]\n\n# Predicted entropy\nprint(mcu.predicted_entropy(data).shape)  # [n,]\n\n# Mutual information\nprint(mcu.mutual_information(data).shape)  # [n,]\n```",
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