diff --git a/python/fbprophet/forecaster.py b/python/fbprophet/forecaster.py index 919b587..80a5b20 100644 --- a/python/fbprophet/forecaster.py +++ b/python/fbprophet/forecaster.py @@ -15,7 +15,7 @@ from datetime import timedelta import pickle from matplotlib import pyplot as plt -from matplotlib.dates import DateFormatter, MonthLocator, num2date +from matplotlib.dates import MonthLocator, num2date from matplotlib.ticker import FuncFormatter import numpy as np @@ -326,7 +326,7 @@ class Prophet(object): # Makes an index so we can perform `get_loc` below. row_index = pd.DatetimeIndex(dates) - for ix, row in self.holidays.iterrows(): + for _ix, row in self.holidays.iterrows(): dt = row.ds.date() try: lw = int(row.get('lower_window', 0)) @@ -726,7 +726,7 @@ class Prophet(object): sim_values = {'yhat': [], 'trend': [], 'seasonal': []} for i in range(n_iterations): - for j in range(samp_per_iter): + for _j in range(samp_per_iter): sim = self.sample_model(df, seasonal_features, i) for key in sim_values: sim_values[key].append(sim[key]) @@ -958,7 +958,7 @@ class Prophet(object): Parameters ---------- fcst: pd.DataFrame output of self.predict. - ax: Optional matplotlib Axes to plot on. One will be created if this + ax: Optional matplotlib Axes to plot on. One will be created if this is not provided. uncertainty: Optional boolean to plot uncertainty intervals. @@ -994,7 +994,7 @@ class Prophet(object): Parameters ---------- fcst: pd.DataFrame output of self.predict. - ax: Optional matplotlib Axes to plot on. One will be created if this + ax: Optional matplotlib Axes to plot on. One will be created if this is not provided. uncertainty: Optional boolean to plot uncertainty intervals. @@ -1032,7 +1032,7 @@ class Prophet(object): Parameters ---------- fcst: pd.DataFrame output of self.predict. - ax: Optional matplotlib Axes to plot on. One will be created if + ax: Optional matplotlib Axes to plot on. One will be created if this is not provided. uncertainty: Optional boolean to plot uncertainty intervals. diff --git a/python/fbprophet/tests/test_prophet.py b/python/fbprophet/tests/test_prophet.py index 641a46a..540e76e 100644 --- a/python/fbprophet/tests/test_prophet.py +++ b/python/fbprophet/tests/test_prophet.py @@ -2,7 +2,7 @@ # All rights reserved. # # This source code is licensed under the BSD-style license found in the -# LICENSE file in the root directory of this source tree. An additional grant +# LICENSE file in the root directory of this source tree. An additional grant # of patent rights can be found in the PATENTS file in the same directory. from __future__ import absolute_import