Mercurial > repos > bgruening > ml_visualization_ex
diff ml_visualization_ex.py @ 9:14bd6d59650d draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 208a8d348e7c7a182cfbe1b6f17868146428a7e2"
| author | bgruening |
|---|---|
| date | Tue, 13 Apr 2021 22:44:14 +0000 |
| parents | 6cf6f27547cb |
| children | 4a229a7ad638 |
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--- a/ml_visualization_ex.py Tue Apr 13 19:09:17 2021 +0000 +++ b/ml_visualization_ex.py Tue Apr 13 22:44:14 2021 +0000 @@ -1,21 +1,20 @@ import argparse import json +import os +import warnings + import matplotlib import matplotlib.pyplot as plt import numpy as np -import os import pandas as pd import plotly import plotly.graph_objs as go -import warnings - +from galaxy_ml.utils import load_model, read_columns, SafeEval from keras.models import model_from_json from keras.utils import plot_model from sklearn.feature_selection.base import SelectorMixin -from sklearn.metrics import precision_recall_curve, average_precision_score -from sklearn.metrics import roc_curve, auc, confusion_matrix +from sklearn.metrics import auc, average_precision_score, confusion_matrix, precision_recall_curve, roc_curve from sklearn.pipeline import Pipeline -from galaxy_ml.utils import load_model, read_columns, SafeEval safe_eval = SafeEval()