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Brent's method for univariate function optimization

Project description

PyPI-Status Conda-Forge-Status Conda-Downloads

Build-Status Codacy-Grade License-Badge Doc-Status

Brent’s method for univariate function optimization.

Example

from brent_search import brent

def func(x, s):
  return (x - s)**2 - 0.8

r = brent(lambda x: func(x, 0), -10, 10)
print(r)

The output should be

(0.0, -0.8, 6)

Install

The recommended way of installing it is via conda

conda install -c conda-forge brent-search

An alternative way would be via pip

pip install brent-search

Running the tests

After installation, you can test it

python -c "import brent_search; brent_search.test()"

as long as you have pytest.

Authors

License

This project is licensed under the MIT License - see the License file for details.

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