Initial commit from merger of Flask Web Project and my original RedLily project.

Author: xtopherbrandt

.gitignore

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+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*,cover
+.hypothesis/
+
+# Translations
+*.mo
+*.pot
+
+*.xdt
+
+.vscode/*
+bin-audit/*

ClearDataPoints.py

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+#!/usr/bin/python
+
+from dataProcessor import DataProcessor
+
+DataProcessor( ).ClearDataPoints( )

EstimatePace.py

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+#!/usr/bin/python
+
+import pickle
+import sys
+from sklearn.model_selection import train_test_split, KFold
+
+from sklearn.linear_model import LinearRegression
+
+sys.path.append("./tools/")
+from feature_format import featureFormat, targetFeatureSplit
+
+file='MyDataFile.pkl'
+
+### read in data dictionary, convert to numpy array
+data_dict = pickle.load( open(file, "r") )
+
+#features = ["race_speed", "race_distance", 'workout_count', 'workout_distance', 'workout_duration', 'velocity_*', 'cadence_*' ]
+features = ["race_speed", "race_distance", 'workout_count', 'workout_distance', 'workout_duration', 'velocity_*']
+data_array = featureFormat( data_dict, features )
+target, features = targetFeatureSplit( data_array )
+
+feature_train, feature_test, target_train, target_test = train_test_split(features, target, test_size=0.25, random_state=42)
+
+print 'Feature Train:'
+print feature_train
+print
+print 'Target Train:'
+print target_train
+
+import numpy as np
+
+reg = LinearRegression()
+reg.fit( feature_train, target_train )
+
+accuracy = reg.score( feature_test, target_test )
+
+print accuracy

FlaskWebProject1/__init__.py

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+"""
+The flask application package.
+"""
+
+from flask import Flask
+app = Flask(__name__)
+
+import FlaskWebProject1.views

FlaskWebProject1/format_functions.py

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+from datetime import datetime, date, timedelta
+import dateutil.parser
+
+def format_datetime(value, format='date'):
+ if format == 'date_time':
+ format="%B %d, %Y at %I:%M %p"
+ elif format == 'date':
+ format="%B %d, %Y"
+ return value.strftime(format)