experitur¶
experitur automates machine learning and other computer science experiments and stores the results in an easily accessible format. It includes grid search, parameter substitution and resuming aborted experiments.
Installation¶
experitur is packaged on PyPI and can be installed with pip:
pip install experitur
Be warned that this package is currently under heavy development and anything might change any time!
Getting started¶
experitur is very easy to use. Just create a Python file where you describe your experiments like so:
import time
from experitur import experiment
@experiment(
parameter_grid={
"a": [1, 2],
"b": [3, 4],
})
def simple(trial):
print("a:", trial["a"])
print("b:", trial["b"])
time.sleep(0.5)
You can then run your experiment:
API¶
Have a look at the API Reference.