|
8 | 8 | ] |
9 | 9 | }, |
10 | 10 | { |
11 | | - "attachments": {}, |
12 | 11 | "cell_type": "markdown", |
13 | 12 | "metadata": {}, |
14 | 13 | "source": [ |
15 | 14 | "# Intro" |
16 | 15 | ] |
17 | 16 | }, |
18 | 17 | { |
19 | | - "attachments": {}, |
20 | 18 | "cell_type": "markdown", |
21 | 19 | "metadata": {}, |
22 | 20 | "source": [ |
|
26 | 24 | ] |
27 | 25 | }, |
28 | 26 | { |
29 | | - "attachments": {}, |
30 | 27 | "cell_type": "markdown", |
31 | 28 | "metadata": {}, |
32 | 29 | "source": [ |
|
60 | 57 | ] |
61 | 58 | }, |
62 | 59 | { |
63 | | - "attachments": {}, |
64 | 60 | "cell_type": "markdown", |
65 | 61 | "metadata": {}, |
66 | 62 | "source": [ |
67 | 63 | "# Drawing Blends" |
68 | 64 | ] |
69 | 65 | }, |
70 | 66 | { |
71 | | - "attachments": {}, |
72 | 67 | "cell_type": "markdown", |
73 | 68 | "metadata": {}, |
74 | 69 | "source": [ |
|
88 | 83 | "data": { |
89 | 84 | "text/html": [ |
90 | 85 | "<div><i>Table length=5</i>\n", |
91 | | - "<table id=\"table6034776160\" class=\"table-striped table-bordered table-condensed\">\n", |
| 86 | + "<table id=\"table6011282992\" class=\"table-striped table-bordered table-condensed\">\n", |
92 | 87 | "<thead><tr><th>galtileid</th><th>ra</th><th>dec</th><th>redshift</th><th>fluxnorm_bulge</th><th>fluxnorm_disk</th><th>fluxnorm_agn</th><th>a_b</th><th>a_d</th><th>b_b</th><th>b_d</th><th>pa_bulge</th><th>pa_disk</th><th>u_ab</th><th>g_ab</th><th>r_ab</th><th>i_ab</th><th>z_ab</th><th>y_ab</th></tr></thead>\n", |
93 | 88 | "<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n", |
94 | 89 | "<tr><td>2200871446</td><td>0.418319702147</td><td>-0.000148399994941</td><td>0.496377289295</td><td>0.0</td><td>1.4144730572e-17</td><td>0.0</td><td>0.0</td><td>0.278649687767</td><td>0.0</td><td>0.221303001046</td><td>0.0</td><td>307.344329834</td><td>25.9418621063</td><td>25.129743576</td><td>23.9588813782</td><td>23.3607368469</td><td>23.0723800659</td><td>22.9095973969</td></tr>\n", |
|
122 | 117 | ] |
123 | 118 | }, |
124 | 119 | { |
125 | | - "attachments": {}, |
126 | 120 | "cell_type": "markdown", |
127 | 121 | "metadata": {}, |
128 | 122 | "source": [ |
|
153 | 147 | ] |
154 | 148 | }, |
155 | 149 | { |
156 | | - "attachments": {}, |
157 | 150 | "cell_type": "markdown", |
158 | 151 | "metadata": {}, |
159 | 152 | "source": [ |
|
169 | 162 | "data": { |
170 | 163 | "text/html": [ |
171 | 164 | "<div><i>Table length=3</i>\n", |
172 | | - "<table id=\"table4732244512\" class=\"table-striped table-bordered table-condensed\">\n", |
| 165 | + "<table id=\"table5971501824\" class=\"table-striped table-bordered table-condensed\">\n", |
173 | 166 | "<thead><tr><th>galtileid</th><th>ra</th><th>dec</th><th>redshift</th><th>fluxnorm_bulge</th><th>fluxnorm_disk</th><th>fluxnorm_agn</th><th>a_b</th><th>a_d</th><th>b_b</th><th>b_d</th><th>pa_bulge</th><th>pa_disk</th><th>u_ab</th><th>g_ab</th><th>r_ab</th><th>i_ab</th><th>z_ab</th><th>y_ab</th></tr></thead>\n", |
174 | 167 | "<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n", |
175 | 168 | "<tr><td>402702752470</td><td>-0.9180529521276106</td><td>0.8255111545554434</td><td>1.63697004318</td><td>0.0</td><td>9.98907691776e-18</td><td>0.0</td><td>0.0</td><td>0.275980591774</td><td>0.0</td><td>0.119993202388</td><td>0.0</td><td>349.267944336</td><td>25.1750850677</td><td>25.1185207367</td><td>25.1801185608</td><td>24.8593482971</td><td>24.6722679138</td><td>24.3998889923</td></tr>\n", |
|
198 | 191 | ] |
199 | 192 | }, |
200 | 193 | { |
201 | | - "attachments": {}, |
202 | 194 | "cell_type": "markdown", |
203 | 195 | "metadata": {}, |
204 | 196 | "source": [ |
|
221 | 213 | ] |
222 | 214 | }, |
223 | 215 | { |
224 | | - "attachments": {}, |
225 | 216 | "cell_type": "markdown", |
226 | 217 | "metadata": {}, |
227 | 218 | "source": [ |
|
255 | 246 | ] |
256 | 247 | }, |
257 | 248 | { |
258 | | - "attachments": {}, |
259 | 249 | "cell_type": "markdown", |
260 | 250 | "metadata": {}, |
261 | 251 | "source": [ |
|
287 | 277 | ] |
288 | 278 | }, |
289 | 279 | { |
290 | | - "attachments": {}, |
291 | 280 | "cell_type": "markdown", |
292 | 281 | "metadata": {}, |
293 | 282 | "source": [ |
|
318 | 307 | ] |
319 | 308 | }, |
320 | 309 | { |
321 | | - "attachments": {}, |
322 | 310 | "cell_type": "markdown", |
323 | 311 | "metadata": {}, |
324 | 312 | "source": [ |
|
334 | 322 | "data": { |
335 | 323 | "text/html": [ |
336 | 324 | "<div><i>Table length=3</i>\n", |
337 | | - "<table id=\"table6105437808\" class=\"table-striped table-bordered table-condensed\">\n", |
| 325 | + "<table id=\"table4589594640\" class=\"table-striped table-bordered table-condensed\">\n", |
338 | 326 | "<thead><tr><th>galtileid</th><th>ra</th><th>dec</th><th>redshift</th><th>fluxnorm_bulge</th><th>fluxnorm_disk</th><th>fluxnorm_agn</th><th>a_b</th><th>a_d</th><th>b_b</th><th>b_d</th><th>pa_bulge</th><th>pa_disk</th><th>u_ab</th><th>g_ab</th><th>r_ab</th><th>i_ab</th><th>z_ab</th><th>y_ab</th><th>x_peak</th><th>y_peak</th><th>btk_rotation</th><th>not_drawn_u</th><th>not_drawn_g</th><th>not_drawn_r</th><th>not_drawn_i</th><th>not_drawn_z</th><th>not_drawn_y</th></tr></thead>\n", |
339 | 327 | "<thead><tr><th>int64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n", |
340 | 328 | "<tr><td>2203000845</td><td>0.8701448475755365</td><td>0.7148085531751387</td><td>2.57267403603</td><td>6.3268708269e-18</td><td>1.54905100017e-18</td><td>1.80331302741e-20</td><td>1.00473165512</td><td>0.0965721979737</td><td>0.832231402397</td><td>0.0207626000047</td><td>246.150009155</td><td>246.150009155</td><td>25.0703849792</td><td>24.7873039246</td><td>24.7652378082</td><td>24.7562961578</td><td>24.8058547974</td><td>24.6890239716</td><td>63.850724237965</td><td>63.07404276606157</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td><td>0.0</td></tr>\n", |
|
363 | 351 | ] |
364 | 352 | }, |
365 | 353 | { |
366 | | - "attachments": {}, |
367 | 354 | "cell_type": "markdown", |
368 | 355 | "metadata": {}, |
369 | 356 | "source": [ |
|
396 | 383 | ] |
397 | 384 | }, |
398 | 385 | { |
399 | | - "attachments": {}, |
400 | 386 | "cell_type": "markdown", |
401 | 387 | "metadata": {}, |
402 | 388 | "source": [ |
|
411 | 397 | { |
412 | 398 | "data": { |
413 | 399 | "text/plain": [ |
414 | | - "<matplotlib.collections.PathCollection at 0x16c320080>" |
| 400 | + "<matplotlib.collections.PathCollection at 0x15f993bf0>" |
415 | 401 | ] |
416 | 402 | }, |
417 | 403 | "execution_count": null, |
|
455 | 441 | { |
456 | 442 | "data": { |
457 | 443 | "text/plain": [ |
458 | | - "<matplotlib.image.AxesImage at 0x16c4b28a0>" |
| 444 | + "<matplotlib.image.AxesImage at 0x167cef890>" |
459 | 445 | ] |
460 | 446 | }, |
461 | 447 | "execution_count": null, |
|
500 | 486 | { |
501 | 487 | "data": { |
502 | 488 | "text/plain": [ |
503 | | - "<matplotlib.image.AxesImage at 0x16c4fb440>" |
| 489 | + "<matplotlib.image.AxesImage at 0x16812dd60>" |
504 | 490 | ] |
505 | 491 | }, |
506 | 492 | "execution_count": null, |
|
526 | 512 | ] |
527 | 513 | }, |
528 | 514 | { |
529 | | - "attachments": {}, |
530 | 515 | "cell_type": "markdown", |
531 | 516 | "metadata": {}, |
532 | 517 | "source": [ |
533 | 518 | "# Deblending" |
534 | 519 | ] |
535 | 520 | }, |
536 | 521 | { |
537 | | - "attachments": {}, |
538 | 522 | "cell_type": "markdown", |
539 | 523 | "metadata": {}, |
540 | 524 | "source": [ |
|
567 | 551 | ] |
568 | 552 | }, |
569 | 553 | { |
570 | | - "attachments": {}, |
571 | 554 | "cell_type": "markdown", |
572 | 555 | "metadata": {}, |
573 | 556 | "source": [ |
|
584 | 567 | ] |
585 | 568 | }, |
586 | 569 | { |
587 | | - "attachments": {}, |
588 | 570 | "cell_type": "markdown", |
589 | 571 | "metadata": {}, |
590 | 572 | "source": [ |
|
621 | 603 | "data": { |
622 | 604 | "text/html": [ |
623 | 605 | "<div><i>Table length=3</i>\n", |
624 | | - "<table id=\"table6105432240\" class=\"table-striped table-bordered table-condensed\">\n", |
| 606 | + "<table id=\"table6045036864\" class=\"table-striped table-bordered table-condensed\">\n", |
625 | 607 | "<thead><tr><th>ra</th><th>dec</th><th>x_peak</th><th>y_peak</th></tr></thead>\n", |
626 | 608 | "<thead><tr><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n", |
627 | 609 | "<tr><td>0.5827758848773101</td><td>-0.9066195821690348</td><td>62.41387942457128</td><td>54.966902088769075</td></tr>\n", |
|
649 | 631 | ] |
650 | 632 | }, |
651 | 633 | { |
652 | | - "attachments": {}, |
653 | 634 | "cell_type": "markdown", |
654 | 635 | "metadata": {}, |
655 | 636 | "source": [ |
|
666 | 647 | ] |
667 | 648 | }, |
668 | 649 | { |
669 | | - "attachments": {}, |
670 | 650 | "cell_type": "markdown", |
671 | 651 | "metadata": {}, |
672 | 652 | "source": [ |
|
682 | 662 | "data": { |
683 | 663 | "text/html": [ |
684 | 664 | "<div><i>Table length=3</i>\n", |
685 | | - "<table id=\"table6108393984\" class=\"table-striped table-bordered table-condensed\">\n", |
| 665 | + "<table id=\"table5967271920\" class=\"table-striped table-bordered table-condensed\">\n", |
686 | 666 | "<thead><tr><th>ra</th><th>dec</th><th>x_peak</th><th>y_peak</th></tr></thead>\n", |
687 | 667 | "<thead><tr><th>float64</th><th>float64</th><th>float64</th><th>float64</th></tr></thead>\n", |
688 | 668 | "<tr><td>0.5827758848773101</td><td>-0.9066195821690348</td><td>62.41387942457128</td><td>54.966902088769075</td></tr>\n", |
|
724 | 704 | { |
725 | 705 | "data": { |
726 | 706 | "text/plain": [ |
727 | | - "<matplotlib.collections.PathCollection at 0x16c057fb0>" |
| 707 | + "<matplotlib.collections.PathCollection at 0x16812fa10>" |
728 | 708 | ] |
729 | 709 | }, |
730 | 710 | "execution_count": null, |
|
774 | 754 | { |
775 | 755 | "data": { |
776 | 756 | "text/plain": [ |
777 | | - "<matplotlib.colorbar.Colorbar at 0x16c67a570>" |
| 757 | + "<matplotlib.colorbar.Colorbar at 0x1686307a0>" |
778 | 758 | ] |
779 | 759 | }, |
780 | 760 | "execution_count": null, |
|
978 | 958 | ] |
979 | 959 | }, |
980 | 960 | { |
981 | | - "attachments": {}, |
982 | 961 | "cell_type": "markdown", |
983 | 962 | "metadata": {}, |
984 | 963 | "source": [ |
|
1081 | 1060 | "name": "stderr", |
1082 | 1061 | "output_type": "stream", |
1083 | 1062 | "text": [ |
1084 | | - "100%|██████████| 10/10 [00:41<00:00, 4.15s/it]\n" |
| 1063 | + "100%|██████████| 10/10 [01:06<00:00, 6.64s/it]\n" |
1085 | 1064 | ] |
1086 | 1065 | } |
1087 | 1066 | ], |
|
1261 | 1240 | " array([ 8.64381803, 13.61156182, 18.57930561, 23.5470494 , 28.51479319,\n", |
1262 | 1241 | " 33.48253698, 38.45028077, 43.41802456, 48.38576836, 53.35351215,\n", |
1263 | 1242 | " 58.32125594]),\n", |
1264 | | - " [<matplotlib.patches.Polygon at 0x16bff4350>])" |
| 1243 | + " [<matplotlib.patches.Polygon at 0x168878cb0>])" |
1265 | 1244 | ] |
1266 | 1245 | }, |
1267 | 1246 | "execution_count": null, |
|
1347 | 1326 | { |
1348 | 1327 | "data": { |
1349 | 1328 | "text/plain": [ |
1350 | | - "<matplotlib.lines.AxLine at 0x16cc462d0>" |
| 1329 | + "<matplotlib.lines.AxLine at 0x1687bfe60>" |
1351 | 1330 | ] |
1352 | 1331 | }, |
1353 | 1332 | "execution_count": null, |
|
1368 | 1347 | "source": [ |
1369 | 1348 | "# look at first component\n", |
1370 | 1349 | "plt.scatter(e11, e12)\n", |
1371 | | - "plt.axline((-1, -1), (1, 1),color=\"k\",linestyle=\"--\")\n" |
| 1350 | + "plt.axline((-1, -1), (1, 1),color=\"k\",linestyle=\"--\")" |
1372 | 1351 | ] |
1373 | 1352 | }, |
1374 | 1353 | { |
|
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