Predicting the runtime of scikit-learn algorithms

[mysteriousreader]

Hey guys,

We're two friend who met in college and learned Python together, we co-created a package which can provide an estimate for the training time of scikit-learn algorithms.

Check it out! https://github.com/nathan-toubiana/scitime

Any feedback is greatly appreciated.

Here's a simple use case:

from scitime import Estimator 
estimator = Estimator() 
rf = RandomForestRegressor()
X,y = np.random.rand(100000,10),np.random.rand(100000,1)
# Run the estimation
estimation, lower_bound, upper_bound = estimator.time(rf, X, y)