Predictor
Predictor is a wrapper for linear regression library sklearn.linear_model.
It's use is abstracted as much as possible from its original intent of predicting student's grades based on easy to know factors
Example:
from predictor import Predictor
pred = Predictor(
csv_file="student-mat.csv",
data_columns=["G1", "G2", "G3", "failures", "absences", "famrel", "health", "higher", "internet"],
prediction_column="G3",
non_numerical_columns=["higher", "internet"],
pickle_file="model.pickle"
)
pred.train(lambda avg, best: avg < 0.81)
pred.predict([20, 20, 0, 0, 5, 5, 1, 1])