This is a Python library (work in progress) for making predictions based on existing linear models. Currently, it supports logistic regression models that predict binary states.

pip install git+https://github.com/bmeg/make_prediction.git

import make_prediction
logistic_model = make_prediction.LogisticRegression([coef], intercept)
prediction = logistic_model(data)

• how to handle floating points?

• write test for logistic regression predict_proba
• write test for logistic regression decision_function
• set up Travis-CI

• write log_proba function
• write linear regression