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        "description": "# SGP\n\nSimple gaussian process regression\n\n## Installation\n\n`pip install sgp`\n\n## Getting started\n\n```python\nfrom sgp.variational import VariationalGP as VGP\nimport numpy as np\n\nX_train = np.linspace(0, 5, 1000)\ny_train = np.sin(X_train) * X_train\n\nmodel = VGP().fit(X_train.reshape(-1, 1), y_train)\nX_test = np.linspace(0, 10, 100)\ny_test, std_test = model.predict(X_test.reshape(-1, 1), return_std=True)\n```",
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