Orthogonal CLI
Here is the Orthogonal CLI for the DataCrunch competition by CrunchDAO.
Installation
Use pip to install the orthogonal-cli.
pip install orthogonal-cli --upgradeUsage
This library require a CrunchDAO's API Key.
import orthogonal
client = orthogonal.Client(
api_key="..." # can also be read from CRUNCHDAO_API_KEY environment variable.
)
y = pandas.read_csv("y.csv", index_col=0)
print(y.head())
# Moons id abcd
# 1030371 1 AAAAAAA -2.122527
# 1030372 1 BBBBBBB -0.386952
# 1030373 1 CCCCCCC 0.028175
# 1030374 1 DDDDDDD -1.276682
# 1030375 1 EEEEEEE 0.939289
dataframe, jacobians = client.orthogonalize(y)
print(dataframe.head())
# Moons id abcd
# 0 1 AAAAAAA -2.149988
# 1 1 BBBBBBB -0.395232
# 2 1 CCCCCCC 0.030502
# 3 1 DDDDDDD -1.311531
# 4 1 EEEEEEE 0.917134Please see here for the backend implementation.
Contributing
Pull requests are always welcome! If you find any issues or have suggestions for improvements, please feel free to submit a pull request or open an issue in the GitHub repository.
