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changed xml_path in iterative_fitter.py and added iterative_fitter_monitor.py

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titusquah
2020-07-14 17:20:04 -06:00
parent cab58fda25
commit f4fbb11b8c
3 changed files with 34 additions and 8 deletions
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2
docs/Examples/iterative_fitter.py
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@@ -15,7 +15,7 @@ meas_pitzer_param_df = pd.read_csv("../../data/csvs/may_pitzer_params.csv")
labeled_data = pd.read_csv("../../data/csvs/"
"zeroes_removed_PC88A_HCL_NdPrCeLaDySmY.csv")
exp_data = labeled_data.drop(labeled_data.columns[0], axis=1)
xml_file = "PC88A_HCL_NdPrCeLaDySmY_w_pitzer.xml"
xml_file = "../../data/xmls/PC88A_HCL_NdPrCeLaDySmY_w_pitzer.xml"
eps = 1e-4
mini_eps = 1e-8
x_guesses = [[-5178500.0, -1459500.0],

18
docs/Examples/iterative_fitter_monitor.py Normal file
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@@ -0,0 +1,18 @@
import matplotlib.pyplot as plt
import pandas as pd
go = 'y'
parameters = 'slope,intercept,beta0,beta1,Cphi'.split(',')
while go == 'y':
go = input('continue? ')
plt.close('all')
df = pd.read_csv('outputs/iterative_fitter_output_df.csv')
info_cols = {parameter: [] for parameter in parameters}
for col in df.columns:
for parameter in parameters:
if parameter in col:
info_cols[parameter].append(col)
for parameter in parameters:
fig, ax = plt.subplots()
ax.title