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fix sliders

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Lukas Winkler 2019-08-20 14:27:08 +02:00
parent 5cde49469a
commit 69939d3ee6
Signed by: lukas
GPG key ID: 54DE4D798D244853
1 changed files with 4 additions and 14 deletions
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18
sliders.py
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@ -1,22 +1,12 @@
import matplotlib.pyplot as plt
import numpy as np
from matplotlib.collections import QuadMesh
from matplotlib.text import Text
from matplotlib.widgets import Slider, Button
from scipy.interpolate import griddata
from CustomScaler import CustomScaler
from interpolators.griddata import GriddataInterpolator
from interpolators.rbf import RbfInterpolator
from simulation_list import SimulationList
def get_data(mcode, gamma, wt, wp):
print([mcode, gamma, wt, wp])
grid_c = griddata(data, values, (grid_x, grid_y, mcode, gamma, wt, wp), method="linear")
return grid_c
simlist = SimulationList.jsonlines_load()
data = simlist.X
@ -25,7 +15,7 @@ values = simlist.Y
scaler = CustomScaler()
scaler.fit(data)
scaled_data = scaler.transform_data(data)
interpolator = GriddataInterpolator(scaled_data, values)
interpolator = RbfInterpolator(scaled_data, values)
alpharange = np.linspace(-0.5, 60.5, 100)
vrange = np.linspace(0.5, 5.5, 100)
@ -65,12 +55,12 @@ def update(val):
gamma = s_gamma.val
wt = s_wt.val
wp = s_wp.val
parameters = [grid_alpha, grid_v, 10 ** mcode, gamma, wt, wp]
parameters = [grid_alpha, grid_v, 10 ** mcode, gamma, wt/100, wp/100]
scaled_parameters = list(scaler.transform_parameters(parameters))
datagrid = interpolator.interpolate(*scaled_parameters)
print(datagrid)
print(np.isnan(datagrid).sum()/(100*100))
print(np.isnan(datagrid).sum() / (100 * 100))
if not isinstance(datagrid, np.ndarray):
return False
formatedgrid = datagrid[:-1, :-1]