N1, N2 = auto.make_features(p0, feat, wl, wl1, wl2, lsf, gamma1, gamma2) Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, []) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-275, -225, 80, 120]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[14]: data = auto.np.c_[v_final, Nv_final, Nve_final]
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-30, 0, 225, 275 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [5, 40, 280, 300]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 400]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [50, 100]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-60, 0, 250, 350]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 400]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-130, -100, 450, 480 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-240, -160, 300, 400]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 500]) # In[14]:
N1, N2 = auto.make_features(p0, feat, wl, wl1, wl2, lsf, gamma1, gamma2) Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, []) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [150, 180, 210, 325]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 400]) # In[14]: data = auto.np.c_[v_final, Nv_final, Nve_final]
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-200, -100, 60, 110 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [250, 400]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 500]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[197]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[201]: strong_flag = auto.mask_v( wl, wl1, [-100, -50, -25, 0 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, []) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[202]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [160, 240]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [0, 75]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-350, -200 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-180, -120, 0, 50]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-400, 400]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [250, 275]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [125, 200]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-500, -400, -375, -275 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-200, -10, 10, 275]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-500, 400]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-300, 400]) print(p0) # In[17]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-400, 400]) # In[18]: strong_flag = auto.mask_v( wl, wl1, [-320, -250, 150, 215 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-250, -125]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-400, 400]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-65, 30]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [40, 200, 260, 300]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 400]) # In[14]:
N1, N2 = auto.make_features(p0, feat, wl, wl1, wl2, lsf, gamma1, gamma2) Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, []) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-275, -200, -110, 50, 300, 425]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 500]) # In[14]: data = auto.np.c_[v_final, Nv_final, Nve_final]
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[168]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[174]: strong_flag = auto.mask_v( wl, wl1, [101, 150]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-300, -100, 25, 100]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[175]:
print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v(wl, wl1,[-225, -175]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-125, -50, 125, 175]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[14]: data = auto.np.c_[v_final, Nv_final, Nve_final] CIV_regions = [[-150, 75]]
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [225, 400]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-75, 50]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 400]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-275, -230 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-350, -300, -50, 10]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-500, 300]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-50, 0]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-160, -140, 180, 200]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 300]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-220, -120, 175, 275 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [300, 500]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 500]) # In[14]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[469]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[471]: strong_flag = auto.mask_v( wl, wl1, [0, 25]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-100, 0, 300, 400]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-300, 400]) # In[472]:
Ne1 = auto.nfle2Nev(fn, fne, f1, wl1) Ne2 = auto.nfle2Nev(fn, fne, f2, wl2) auto.plot_features(wl, wl1, wl2, N1, N2, Ne1, Ne2, [-500, 500]) print(p0) # In[12]: N1r, N2r = auto.add_residual(p0, N1, N2, feat, wl, wl1, wl2, f1, f2, gamma1, gamma2, lsf, fn) auto.plot_features(wl, wl1, wl2, N1r, N2r, Ne1, Ne2, [-500, 500]) # In[13]: strong_flag = auto.mask_v( wl, wl1, [-100, -80, 50, 100 ]) # add masking for any regions not to be used in combined data weak_flag = auto.mask_v(wl, wl2, [-325, -275, 225, 300, 350, 400]) v1, v2, Nv1, Nv2, Nve1, Nve2 = auto.remove_regions(strong_flag, weak_flag, wl, wl1, wl2, N1r, N2r, Ne1, Ne2) v_bins, Nv_bins, Nve_bins = auto.make_bins(v1, v2, Nv1, Nv2, Nve1, Nve2) v_final, Nv_final, Nve_final = auto.final_data(v_bins, Nv_bins, Nve_bins) auto.plot_final_data(wl, wl1, wl2, N1r, N2r, v_final, Nv_final, Nve_final, name, [-400, 500]) # In[14]: