maurice 0.1.16

Ship better machine learning projects, faster!

Maurice

Installing

Install and update using pip:

pip install -U maurice

Simple Examples

Automatic caching

Add any of the following patches at the top of your scripts

Cache SQL queries executed from the pandas library

from maurice.patchers import caching_patch_pandas_db; caching_patch_pandas_db()
import pandas as pd


df = pd.read_sql_query(con=your_connection, sql="select * from your_table")

Cache .fit() calls from any sklearn Estimator (...)

from maurice.patchers import caching_patch_sklearn_estimators; caching_patch_sklearn_estimators()

...