def defaultProject(self):
self.parent.tc = timechange.TimeChange()
projectDir = os.path.join(os.path.expanduser('~'), 'timechange',
'default')
#self.parent.loadProject(projectDir)
t = Thread(target=self.parent.loadProject, args=(projectDir, ))
t.start()
def loadProject(self):
projectDir = filedialog.askdirectory(
initialdir=os.path.expanduser("~"))
dirname = os.path.dirname(os.path.realpath(projectDir))
basename = os.path.basename(os.path.realpath(projectDir))
try:
self.parent.tc = timechange.TimeChange(project_name=basename,
parent_folder=dirname)
self.parent.loadProject(projectDir)
except:
messagebox.showerror(
"Error", "%s is an invalid project directory" % projectDir)
def defaultProject(self):
try:
self.parent.tc = timechange.TimeChange()
self.parent.columns = self.parent.tc.get_csv_columns()
projectDir = os.path.join(os.path.expanduser('~'), 'timechange',
'default')
self.parent.loadProject(projectDir)
#Start event loop
self.parent.handle_queue()
except Exception as e:
messagebox.showerror("Project Loading Error",
str(e)) # Show error message
CONVERT_CHUNK_SIZE = 64
#Metaparameters for training
NUM_EPOCHS = 20
#Seed the random number generator
random.seed(413)
np.random.seed(413)
#Delete the test project from previous iterations (if it exists)
try:
shutil.rmtree(os.path.join(PROJECT_PARENT, PROJECT_NAME))
except FileNotFoundError as exc:
pass
#Create a timechange object
#Store the timechange profile along with this script
time_change = timechange.TimeChange(PROJECT_NAME, PROJECT_PARENT)
"""
=======================================
Sample data generation
=======================================
"""
#Generate random data for a specific wave function
def random_wave(wave_type, length):
#Generate random parameters
amplitude = np.random.uniform(SAMPLE_AMPLITUDE_MIN, SAMPLE_AMPLITUDE_MAX)
frequency = np.random.uniform(SAMPLE_FREQUENCY_MIN, SAMPLE_FREQUENCY_MAX)
shift = np.random.uniform(SAMPLE_SHIFT_MIN, SAMPLE_SHIFT_MAX)
#Generate the linear space
wave_space = np.linspace(SAMPLE_LEFT_BOUND,
def defaultProject(self):
self.parent.tc = timechange.TimeChange()
projectDir = os.path.join(os.path.expanduser('~'), 'timechange',
'default')
self.parent.loadProject(projectDir)