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x, y1, y2, y3 | |
-1.000000000000000000e+01,-2.783594765403233851e+01,-1.204022393902481225e+00,3.275208397006052508e+01 | |
-9.979979979979979987e+00,-2.913978273157271914e+01,-2.574527558844526443e+00,3.133560607143683185e+01 | |
-9.959959959959959974e+00,-2.850114189577414336e+01,-2.001793782131751076e+00,3.185801415492995403e+01 | |
-9.939939939939939961e+00,-2.717892662061836262e+01,-7.447210379480599940e-01,3.306039272821760022e+01 | |
-9.919919919919919948e+00,-2.749220176960979245e+01,-1.122372886107044554e+00,3.262367590575326659e+01 | |
-9.899899899899899935e+00,-3.027697757957611202e+01,-3.970758456187003738e+00,2.971186542865121183e+01 | |
-9.879879879879879923e+00,-2.828955122211405282e+01,-2.046174009260742999e+00,3.156868906004671871e+01 | |
-9.859859859859859910e+00,-2.933093678787727754e+01,-3.149632922417013869e+00,3.039317051089041044e+01 | |
-9.839839839839839897e+00,-2.922273837131307772e+01,-3.102738773680232764e+00,3.036375621889418852e+01 |
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1.316612898901990074e-11 | |
1.310852607588080058e-11 | |
1.315380719573569983e-11 | |
1.313443649770330023e-11 | |
1.321001723945729947e-11 | |
1.304954113729150040e-11 | |
1.308680160905609982e-11 | |
1.311480657825579943e-11 | |
1.310126595848399982e-11 | |
1.314370884666620009e-11 |
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1.33917e-21 | |
1.32898e-21 | |
1.31868e-21 | |
1.30757e-21 | |
1.2953e-21 | |
1.28223e-21 | |
1.26952e-21 | |
1.25879e-21 | |
1.25162e-21 | |
1.24902e-21 |
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import numpy as np | |
import tensorflow as tf | |
import matplotlib.pyplot as plt | |
def model(x, a2, a3): | |
return a2 * x + a3 * x ** 2 | |
def generate_training_data(x, a2_range, a3_range): |
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DATA = """ | |
9.774773911876862842e-01 | |
9.688606881965630135e-01 | |
9.986587443750223336e-01 | |
9.990195636006277136e-01 | |
9.958378924502575558e-01 | |
9.867260277991389827e-01 | |
9.958952375862618611e-01 | |
9.981319719615894259e-01 | |
9.930206642722759769e-01 |
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