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MCMC_NN

filefold is the model trained by corresponding filters

conda install -c conda-forge emcee pip install tensorflow python -m pip install corner

Three areas need to be modified when there is a new target:

the first area is the filename fileone = 'KIC 6431545.txt'

the second area: if there is no third light effect, index = 0, the range of l3 is comment.

index = 0 #initial space[T/5850,incl/90,q,f,t2t1,l3,offset1, offset2] init_dist = [(5459/5850-0.0001, 5459/5850+0.0001), (54.40/90-6/90, 54.40/90+10/90), (0.5, 3), (0.05, 0.9), (0.8, 1.2), #(0, 1), (-10,10), (-0.01,0.01) ]

the third area: if there is third light effect, index = 1, the range of l3 is uncomment. index = 1 #initial space[T/5850,incl/90,q,f,t2t1,l3,offset1, offset2] init_dist = [(5459/5850-0.0001, 5459/5850+0.0001), (54.40/90-6/90, 54.40/90+10/90), (0.5, 3), (0.05, 0.9), (0.8, 1.2), (0, 1), (-10,10), (-0.01,0.01) ]

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