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Browse files- README.md +1 -0
- test/test.py +1 -1
README.md
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[![Documentation Status](https://readthedocs.org/projects/pysr/badge/?version=latest)](https://pysr.readthedocs.io/en/latest/?badge=latest)
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[![PyPI version](https://badge.fury.io/py/pysr.svg)](https://badge.fury.io/py/pysr)
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![.github/workflows/CI.yml](https://github.com/MilesCranmer/PySR/workflows/.github/workflows/CI.yml/badge.svg)
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**Parallelized symbolic regression built on Julia, and interfaced by Python.
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Uses regularized evolution, simulated annealing, and gradient-free optimization.**
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[![Documentation Status](https://readthedocs.org/projects/pysr/badge/?version=latest)](https://pysr.readthedocs.io/en/latest/?badge=latest)
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[![PyPI version](https://badge.fury.io/py/pysr.svg)](https://badge.fury.io/py/pysr)
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![.github/workflows/CI.yml](https://github.com/MilesCranmer/PySR/workflows/.github/workflows/CI.yml/badge.svg)
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[![Coverage Status](https://coveralls.io/repos/github/MilesCranmer/PySR/badge.svg)](https://coveralls.io/github/MilesCranmer/PySR)
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**Parallelized symbolic regression built on Julia, and interfaced by Python.
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Uses regularized evolution, simulated annealing, and gradient-free optimization.**
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test/test.py
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def test_best_lambda(self):
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X = np.random.randn(10, 2)
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y = np.cos(X[:, 0])**2
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for f in [best_callable(), best_callable(self.equations)
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np.testing.assert_almost_equal(f(X), y)
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def test_best_lambda(self):
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X = np.random.randn(10, 2)
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y = np.cos(X[:, 0])**2
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for f in [best_callable(), best_callable(self.equations)]:
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np.testing.assert_almost_equal(f(X), y)
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