-
Notifications
You must be signed in to change notification settings - Fork 2
Expand file tree
/
Copy path1_EnvSet.html
More file actions
1275 lines (1158 loc) · 77.8 KB
/
Copy path1_EnvSet.html
File metadata and controls
1275 lines (1158 loc) · 77.8 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
<!DOCTYPE html>
<html lang="en"><head>
<script src="1_EnvSet_files/libs/clipboard/clipboard.min.js"></script>
<script src="1_EnvSet_files/libs/quarto-html/tabby.min.js"></script>
<script src="1_EnvSet_files/libs/quarto-html/popper.min.js"></script>
<script src="1_EnvSet_files/libs/quarto-html/tippy.umd.min.js"></script>
<link href="1_EnvSet_files/libs/quarto-html/tippy.css" rel="stylesheet">
<link href="1_EnvSet_files/libs/quarto-html/light-border.css" rel="stylesheet">
<link href="1_EnvSet_files/libs/quarto-html/quarto-html.min.css" rel="stylesheet" data-mode="light">
<link href="1_EnvSet_files/libs/quarto-html/quarto-syntax-highlighting.css" rel="stylesheet" id="quarto-text-highlighting-styles"><meta charset="utf-8">
<meta name="generator" content="quarto-1.5.57">
<meta name="author" content="Yi-Ju Tseng">
<title>1. Environment Setting</title>
<meta name="apple-mobile-web-app-capable" content="yes">
<meta name="apple-mobile-web-app-status-bar-style" content="black-translucent">
<meta name="viewport" content="width=device-width, initial-scale=1.0, maximum-scale=1.0, user-scalable=no, minimal-ui">
<link rel="stylesheet" href="1_EnvSet_files/libs/revealjs/dist/reset.css">
<link rel="stylesheet" href="1_EnvSet_files/libs/revealjs/dist/reveal.css">
<style>
code{white-space: pre-wrap;}
span.smallcaps{font-variant: small-caps;}
div.columns{display: flex; gap: min(4vw, 1.5em);}
div.column{flex: auto; overflow-x: auto;}
div.hanging-indent{margin-left: 1.5em; text-indent: -1.5em;}
ul.task-list{list-style: none;}
ul.task-list li input[type="checkbox"] {
width: 0.8em;
margin: 0 0.8em 0.2em -1em; /* quarto-specific, see https://github.com/quarto-dev/quarto-cli/issues/4556 */
vertical-align: middle;
}
/* CSS for syntax highlighting */
pre > code.sourceCode { white-space: pre; position: relative; }
pre > code.sourceCode > span { line-height: 1.25; }
pre > code.sourceCode > span:empty { height: 1.2em; }
.sourceCode { overflow: visible; }
code.sourceCode > span { color: inherit; text-decoration: inherit; }
div.sourceCode { margin: 1em 0; }
pre.sourceCode { margin: 0; }
@media screen {
div.sourceCode { overflow: auto; }
}
@media print {
pre > code.sourceCode { white-space: pre-wrap; }
pre > code.sourceCode > span { display: inline-block; text-indent: -5em; padding-left: 5em; }
}
pre.numberSource code
{ counter-reset: source-line 0; }
pre.numberSource code > span
{ position: relative; left: -4em; counter-increment: source-line; }
pre.numberSource code > span > a:first-child::before
{ content: counter(source-line);
position: relative; left: -1em; text-align: right; vertical-align: baseline;
border: none; display: inline-block;
-webkit-touch-callout: none; -webkit-user-select: none;
-khtml-user-select: none; -moz-user-select: none;
-ms-user-select: none; user-select: none;
padding: 0 4px; width: 4em;
color: #aaaaaa;
}
pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa; padding-left: 4px; }
div.sourceCode
{ color: #003b4f; background-color: #f1f3f5; }
@media screen {
pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; }
}
code span { color: #003b4f; } /* Normal */
code span.al { color: #ad0000; } /* Alert */
code span.an { color: #5e5e5e; } /* Annotation */
code span.at { color: #657422; } /* Attribute */
code span.bn { color: #ad0000; } /* BaseN */
code span.bu { } /* BuiltIn */
code span.cf { color: #003b4f; font-weight: bold; } /* ControlFlow */
code span.ch { color: #20794d; } /* Char */
code span.cn { color: #8f5902; } /* Constant */
code span.co { color: #5e5e5e; } /* Comment */
code span.cv { color: #5e5e5e; font-style: italic; } /* CommentVar */
code span.do { color: #5e5e5e; font-style: italic; } /* Documentation */
code span.dt { color: #ad0000; } /* DataType */
code span.dv { color: #ad0000; } /* DecVal */
code span.er { color: #ad0000; } /* Error */
code span.ex { } /* Extension */
code span.fl { color: #ad0000; } /* Float */
code span.fu { color: #4758ab; } /* Function */
code span.im { color: #00769e; } /* Import */
code span.in { color: #5e5e5e; } /* Information */
code span.kw { color: #003b4f; font-weight: bold; } /* Keyword */
code span.op { color: #5e5e5e; } /* Operator */
code span.ot { color: #003b4f; } /* Other */
code span.pp { color: #ad0000; } /* Preprocessor */
code span.sc { color: #5e5e5e; } /* SpecialChar */
code span.ss { color: #20794d; } /* SpecialString */
code span.st { color: #20794d; } /* String */
code span.va { color: #111111; } /* Variable */
code span.vs { color: #20794d; } /* VerbatimString */
code span.wa { color: #5e5e5e; font-style: italic; } /* Warning */
</style>
<link rel="stylesheet" href="1_EnvSet_files/libs/revealjs/dist/theme/quarto.css">
<link href="1_EnvSet_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.css" rel="stylesheet">
<link href="1_EnvSet_files/libs/revealjs/plugin/reveal-menu/menu.css" rel="stylesheet">
<link href="1_EnvSet_files/libs/revealjs/plugin/reveal-menu/quarto-menu.css" rel="stylesheet">
<link href="1_EnvSet_files/libs/revealjs/plugin/quarto-support/footer.css" rel="stylesheet">
<style type="text/css">
.callout {
margin-top: 1em;
margin-bottom: 1em;
border-radius: .25rem;
}
.callout.callout-style-simple {
padding: 0em 0.5em;
border-left: solid #acacac .3rem;
border-right: solid 1px silver;
border-top: solid 1px silver;
border-bottom: solid 1px silver;
display: flex;
}
.callout.callout-style-default {
border-left: solid #acacac .3rem;
border-right: solid 1px silver;
border-top: solid 1px silver;
border-bottom: solid 1px silver;
}
.callout .callout-body-container {
flex-grow: 1;
}
.callout.callout-style-simple .callout-body {
font-size: 1rem;
font-weight: 400;
}
.callout.callout-style-default .callout-body {
font-size: 0.9rem;
font-weight: 400;
}
.callout.callout-titled.callout-style-simple .callout-body {
margin-top: 0.2em;
}
.callout:not(.callout-titled) .callout-body {
display: flex;
}
.callout:not(.no-icon).callout-titled.callout-style-simple .callout-content {
padding-left: 1.6em;
}
.callout.callout-titled .callout-header {
padding-top: 0.2em;
margin-bottom: -0.2em;
}
.callout.callout-titled .callout-title p {
margin-top: 0.5em;
margin-bottom: 0.5em;
}
.callout.callout-titled.callout-style-simple .callout-content p {
margin-top: 0;
}
.callout.callout-titled.callout-style-default .callout-content p {
margin-top: 0.7em;
}
.callout.callout-style-simple div.callout-title {
border-bottom: none;
font-size: .9rem;
font-weight: 600;
opacity: 75%;
}
.callout.callout-style-default div.callout-title {
border-bottom: none;
font-weight: 600;
opacity: 85%;
font-size: 0.9rem;
padding-left: 0.5em;
padding-right: 0.5em;
}
.callout.callout-style-default div.callout-content {
padding-left: 0.5em;
padding-right: 0.5em;
}
.callout.callout-style-simple .callout-icon::before {
height: 1rem;
width: 1rem;
display: inline-block;
content: "";
background-repeat: no-repeat;
background-size: 1rem 1rem;
}
.callout.callout-style-default .callout-icon::before {
height: 0.9rem;
width: 0.9rem;
display: inline-block;
content: "";
background-repeat: no-repeat;
background-size: 0.9rem 0.9rem;
}
.callout-title {
display: flex
}
.callout-icon::before {
margin-top: 1rem;
padding-right: .5rem;
}
.callout.no-icon::before {
display: none !important;
}
.callout.callout-titled .callout-body > .callout-content > :last-child {
padding-bottom: 0.5rem;
margin-bottom: 0;
}
.callout.callout-titled .callout-icon::before {
margin-top: .5rem;
padding-right: .5rem;
}
.callout:not(.callout-titled) .callout-icon::before {
margin-top: 1rem;
padding-right: .5rem;
}
/* Callout Types */
div.callout-note {
border-left-color: #4582ec !important;
}
div.callout-note .callout-icon::before {
background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAACAAAAAgCAYAAABzenr0AAAAAXNSR0IArs4c6QAAAERlWElmTU0AKgAAAAgAAYdpAAQAAAABAAAAGgAAAAAAA6ABAAMAAAABAAEAAKACAAQAAAABAAAAIKADAAQAAAABAAAAIAAAAACshmLzAAAEU0lEQVRYCcVXTWhcVRQ+586kSUMMxkyaElstCto2SIhitS5Ek8xUKV2poatCcVHtUlFQk8mbaaziwpWgglJwVaquitBOfhQXFlqlzSJpFSpIYyXNjBNiTCck7x2/8/LeNDOZxDuEkgOXe++553zfefee+/OYLOXFk3+1LLrRdiO81yNqZ6K9cG0P3MeFaMIQjXssE8Z1JzLO9ls20MBZX7oG8w9GxB0goaPrW5aNMp1yOZIa7Wv6o2ykpLtmAPs/vrG14Z+6d4jpbSKuhdcSyq9wGMPXjonwmESXrriLzFGOdDBLB8Y6MNYBu0dRokSygMA/mrun8MGFN3behm6VVAwg4WR3i6FvYK1T7MHo9BK7ydH+1uurECoouk5MPRyVSBrBHMYwVobG2aOXM07sWrn5qgB60rc6mcwIDJtQrnrEr44kmy+UO9r0u9O5/YbkS9juQckLed3DyW2XV/qWBBB3ptvI8EUY3I9p/67OW+g967TNr3Sotn3IuVlfMLVnsBwH4fsnebJvyGm5GeIUA3jljERmrv49SizPYuq+z7c2H/jlGC+Ghhupn/hcapqmcudB9jwJ/3jvnvu6vu5lVzF1fXyZuZZ7U8nRmVzytvT+H3kilYvH09mLWrQdwFSsFEsxFVs5fK7A0g8gMZjbif4ACpKbjv7gNGaD8bUrlk8x+KRflttr22JEMRUbTUwwDQScyzPgedQHZT0xnx7ujw2jfVfExwYHwOsDTjLdJ2ebmeQIlJ7neo41s/DrsL3kl+W2lWvAga0tR3zueGr6GL78M3ifH0rGXrBC2aAR8uYcIA5gwV8zIE8onoh8u0Fca/ciF7j1uOzEnqcIm59sEXoGc0+z6+H45V1CvAvHcD7THztu669cnp+L0okAeIc6zjbM/24LgGM1gZk7jnRu1aQWoU9sfUOuhrmtaPIO3YY1KLLWZaEO5TKUbMY5zx8W9UJ6elpLwKXbsaZ4EFl7B4bMtDv0iRipKoDQT2sNQI9b1utXFdYisi+wzZ/ri/1m7QfDgEuvgUUEIJPq3DhX/5DWNqIXDOweC2wvIR90Oq3lDpdMIgD2r0dXvGdsEW5H6x6HLRJYU7C69VefO1x8Gde1ZFSJLfWS1jbCnhtOPxmpfv2LXOA2Xk2tvnwKKPFuZ/oRmwBwqRQDcKNeVQkYcOjtWVBuM/JuYw5b6isojIkYxyYAFn5K7ZBF10fea52y8QltAg6jnMqNHFBmGkQ1j+U43HMi2xMar1Nv0zGsf1s8nUsmUtPOOrbFIR8bHFDMB5zL13Gmr/kGlCkUzedTzzmzsaJXhYawnA3UmARpiYj5ooJZiUoxFRtK3X6pgNPv+IZVPcnwbOl6f+aBaO1CNvPW9n9LmCp01nuSaTRF2YxHqZ8DYQT6WsXT+RD6eUztwYLZ8rM+rcPxamv1VQzFUkzFXvkiVrySGQgJNvXHJAxiU3/NwiC03rSf05VBaPtu/Z7/B8Yn/w7eguloAAAAAElFTkSuQmCC');
}
div.callout-note.callout-style-default .callout-title {
background-color: #dae6fb
}
div.callout-important {
border-left-color: #d9534f !important;
}
div.callout-important .callout-icon::before {
background-image: url('data:image/png;base64,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');
}
div.callout-important.callout-style-default .callout-title {
background-color: #f7dddc
}
div.callout-warning {
border-left-color: #f0ad4e !important;
}
div.callout-warning .callout-icon::before {
background-image: url('data:image/png;base64,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');
}
div.callout-warning.callout-style-default .callout-title {
background-color: #fcefdc
}
div.callout-tip {
border-left-color: #02b875 !important;
}
div.callout-tip .callout-icon::before {
background-image: url('data:image/png;base64,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');
}
div.callout-tip.callout-style-default .callout-title {
background-color: #ccf1e3
}
div.callout-caution {
border-left-color: #fd7e14 !important;
}
div.callout-caution .callout-icon::before {
background-image: url('data:image/png;base64,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');
}
div.callout-caution.callout-style-default .callout-title {
background-color: #ffe5d0
}
</style>
<style type="text/css">
.reveal div.sourceCode {
margin: 0;
overflow: auto;
}
.reveal div.hanging-indent {
margin-left: 1em;
text-indent: -1em;
}
.reveal .slide:not(.center) {
height: 100%;
}
.reveal .slide.scrollable {
overflow-y: auto;
}
.reveal .footnotes {
height: 100%;
overflow-y: auto;
}
.reveal .slide .absolute {
position: absolute;
display: block;
}
.reveal .footnotes ol {
counter-reset: ol;
list-style-type: none;
margin-left: 0;
}
.reveal .footnotes ol li:before {
counter-increment: ol;
content: counter(ol) ". ";
}
.reveal .footnotes ol li > p:first-child {
display: inline-block;
}
.reveal .slide ul,
.reveal .slide ol {
margin-bottom: 0.5em;
}
.reveal .slide ul li,
.reveal .slide ol li {
margin-top: 0.4em;
margin-bottom: 0.2em;
}
.reveal .slide ul[role="tablist"] li {
margin-bottom: 0;
}
.reveal .slide ul li > *:first-child,
.reveal .slide ol li > *:first-child {
margin-block-start: 0;
}
.reveal .slide ul li > *:last-child,
.reveal .slide ol li > *:last-child {
margin-block-end: 0;
}
.reveal .slide .columns:nth-child(3) {
margin-block-start: 0.8em;
}
.reveal blockquote {
box-shadow: none;
}
.reveal .tippy-content>* {
margin-top: 0.2em;
margin-bottom: 0.7em;
}
.reveal .tippy-content>*:last-child {
margin-bottom: 0.2em;
}
.reveal .slide > img.stretch.quarto-figure-center,
.reveal .slide > img.r-stretch.quarto-figure-center {
display: block;
margin-left: auto;
margin-right: auto;
}
.reveal .slide > img.stretch.quarto-figure-left,
.reveal .slide > img.r-stretch.quarto-figure-left {
display: block;
margin-left: 0;
margin-right: auto;
}
.reveal .slide > img.stretch.quarto-figure-right,
.reveal .slide > img.r-stretch.quarto-figure-right {
display: block;
margin-left: auto;
margin-right: 0;
}
</style>
</head>
<body class="quarto-light">
<div class="reveal">
<div class="slides">
<section id="title-slide" class="quarto-title-block center">
<h1 class="title">1. Environment Setting</h1>
<div class="quarto-title-authors">
<div class="quarto-title-author">
<div class="quarto-title-author-name">
Yi-Ju Tseng
</div>
</div>
</div>
</section>
<section>
<section id="basic-setup" class="title-slide slide level1 center">
<h1>Basic Setup</h1>
</section>
<section id="python-vs.-python-ide" class="slide level2">
<h2>Python vs. Python IDE</h2>
<p>Python: Core/Kernel (engine) <img data-src="https://www.teslarati.com/wp-content/uploads/2018/07/model-3-drivetrain-1.jpg" width="800" alt="plot of chunk unnamed-chunk-1"></p>
<p><a href="https://www.teslarati.com/tesla-patent-more-efficient-electric-motors/">圖片來源</a></p>
</section>
<section id="python-vs.-python-ide-1" class="slide level2">
<h2>Python vs. Python IDE</h2>
<p>Python IDE: User interface IDE (Dashboard)</p>
<p>Ex. <strong>VS Code</strong>, <strong>PyCharm</strong></p>
<img data-src="https://i.pinimg.com/originals/b9/73/15/b97315751352729f99b02c87f454012b.jpg" width="700" class="r-stretch quarto-figure-center"><p class="caption">plot of chunk unnamed-chunk-2</p><p><a href="https://www.theverge.com/2015/3/19/8260295/tesla-user-interface-redesign-concept">圖片來源</a></p>
</section>
<section id="work-in-the-cloud" class="slide level2">
<h2>Work in the Cloud</h2>
<ul>
<li>You can use <strong>Google Colab</strong> with <strong>Jupyter notebook</strong>.
<ul>
<li>If you are not familiar with Python and Python IDE, and are able to work in the cloud.</li>
</ul></li>
<li><a href="https://jupyter.org/">Jupyter notebook</a> is a really good python interface for <strong>data analysis</strong>.</li>
<li>Check the <a href="https://colab.research.google.com/?hl=zh-tw#scrollTo=GJBs_flRovLc">document</a> for more information</li>
</ul>
</section>
<section id="google-colab-interface" class="slide level2">
<h2>Google Colab Interface</h2>
<img data-src="figures/Colab_Inter.png" width="700" class="r-stretch"></section>
<section id="google-colab-step-by-step" class="slide level2">
<h2>Google Colab Step by Step</h2>
<ol type="1">
<li><p>Google “Colab”</p></li>
<li><p>Click the first link with “<a href="https://colab.research.google.com/?hl=zh-tw">Google Colab</a>” and from Google</p></li>
<li><p>Click “New Notebook” (“新增筆記本”) in the bottom left corner</p></li>
</ol>
<img data-src="figures/new_notebook.png" width="600" class="r-stretch"></section>
<section id="google-colab-markdown" class="slide level2">
<h2>Google Colab Markdown</h2>
<ol type="1">
<li><p>File name</p></li>
<li><p>Code</p></li>
<li><p>Text</p></li>
<li><p>AI!</p></li>
</ol>
<img data-src="figures/colab1.png" class="quarto-figure quarto-figure-center r-stretch" width="300"></section>
<section id="google-generative-ai" class="slide level2">
<h2>Google Generative AI</h2>
<p><img data-src="figures/AI1.png" width="400"></p>
<p><img data-src="figures/AI_ex.png" width="400"></p>
</section>
<section id="google-colab-hands-on" class="slide level2">
<h2>Google Colab Hands-on</h2>
<ul>
<li>打開Google Colab</li>
<li>新增一個筆記本</li>
<li>新增一個程式碼區塊（如果沒有的話）</li>
<li>在程式碼區塊輸入1+，按左手邊的三角形執行按鈕（Play）</li>
<li>觀察結果</li>
</ul>
</section></section>
<section>
<section id="libraries" class="title-slide slide level1 center">
<h1>Libraries</h1>
</section>
<section id="python-and-python-library-packages" class="slide level2">
<h2>Python and Python Library (Packages)</h2>
<p>Python: Core/Kernel (iPhone)</p>
<img data-src="https://store.storeimages.cdn-apple.com/4982/as-images.apple.com/is/iphone-xr-white-select-201809?wid=940&hei=1112&fmt=png-alpha&qlt=80&.v=1551226036668" width="423" class="r-stretch"></section>
<section id="python-and-python-library-packages-1" class="slide level2">
<h2>Python and Python Library (Packages)</h2>
<p>Python Library: Applications, Add-on (APP)</p>
<img data-src="https://3c.yipee.cc/wp-content/uploads/2019/06/a7ffbaa3df50d7cafe6801a8a8d7a3bf-620x320.jpg" class="r-stretch"><p><a href="https://www.apple.com/">Source</a></p>
</section></section>
<section>
<section id="python-base-other-libraries" class="title-slide slide level1 center">
<h1>Python = Base + Other Libraries</h1>
</section>
<section id="install-libraries" class="slide level2">
<h2>Install Libraries</h2>
<ul>
<li><code>!</code> <code>pip3</code> <code>install</code> “package names”</li>
</ul>
<div id="7f57aa03" class="cell" data-execution_count="1">
<div class="sourceCode cell-code" id="cb1"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb1-1"><a href=""></a><span class="op">!</span>pip3 install pandas</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
<ul>
<li>Google Colab has multiple build-in packages, you can check in the notebook</li>
</ul>
<div id="b77b7388" class="cell" data-execution_count="2">
<div class="sourceCode cell-code" id="cb2"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb2-1"><a href=""></a><span class="op">!</span>pip <span class="bu">list</span> <span class="op">-</span>v</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
<div class="cell-output cell-output-stdout">
<pre><code>Package Version Location Installer
---------------------------- ----------- ------------------------------------------------------------------------------- ---------
absl-py 1.4.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
adjustText 0.8 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
alembic 1.13.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
anyio 3.6.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
appnope 0.1.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
argon2-cffi 21.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
argon2-cffi-bindings 21.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
arrow 1.2.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
asttokens 2.2.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
astunparse 1.6.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
attrs 22.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Authlib 1.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
autokeras 2.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
backcall 0.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
beautifulsoup4 4.11.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
bioinfokit 2.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages
bleach 6.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
blinker 1.7.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
builtwith 1.3.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
cachetools 5.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
calmap 0.0.11 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
catboost 1.2.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
category-encoders 2.6.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
certifi 2023.5.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
cffi 1.15.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
charset-normalizer 3.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
click 8.1.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
cloudpickle 3.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
colorlog 6.8.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
colour 0.1.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
comm 0.1.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
contourpy 1.0.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
cryptography 42.0.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
cycler 0.11.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Cython 3.0.9 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dash 2.16.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dash-core-components 2.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dash-html-components 2.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dash-table 5.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dask 2024.5.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dataclasses-json 0.5.14 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
DateTime 5.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
debugpy 1.6.6 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
decorator 5.1.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
defusedxml 0.7.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
deprecation 2.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dm-tree 0.1.8 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
dtreeviz 2.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
einops 0.6.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
et-xmlfile 1.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
executing 1.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
fastjsonschema 2.16.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
filelock 3.12.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Flask 3.0.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
flatbuffers 24.3.25 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
fonttools 4.39.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
fqdn 1.5.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
fsspec 2024.3.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
gast 0.4.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
gdown 5.0.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
google-api-core 2.15.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
google-api-python-client 2.115.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
google-auth 2.17.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
google-auth-httplib2 0.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
google-auth-oauthlib 1.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
google-pasta 0.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
googleapis-common-protos 1.62.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
googledrivedownloader 0.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
graphviz 0.20.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
greenlet 3.0.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
grpcio 1.54.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
gspread 6.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
h5py 3.10.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
httplib2 0.22.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
huggingface-hub 0.23.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
idna 3.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
imageio 2.34.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
imbalanced-learn 0.12.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
importlib_metadata 7.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
iniconfig 2.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
ipykernel 6.21.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
ipython 8.11.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
ipython-genutils 0.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
ipywidgets 8.0.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
isoduration 20.11.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
itsdangerous 2.1.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jax 0.4.8 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jedi 0.18.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Jinja2 3.1.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
joblib 1.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jsonpointer 2.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jsonschema 4.17.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter 1.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter_client 8.0.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter-console 6.6.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter_core 5.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter-events 0.6.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter_server 2.4.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyter_server_terminals 0.4.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyterlab-pygments 0.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
jupyterlab-widgets 3.0.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
kagglehub 0.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
kaleido 0.2.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
keras 3.1.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
keras-core 0.1.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
keras-nlp 0.8.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
keras-tuner 1.4.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
kiwisolver 1.4.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
kt-legacy 1.0.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
lazy_loader 0.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
libclang 16.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
lightgbm 4.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
llvmlite 0.42.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
locket 1.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Mako 1.3.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Markdown 3.4.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
markdown-it-py 3.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
MarkupSafe 2.1.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
marshmallow 3.20.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
matplotlib 3.7.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
matplotlib-inline 0.1.6 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
matplotlib-venn 0.11.9 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
mdurl 0.1.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
missingno 0.5.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
mistune 2.0.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
ml-dtypes 0.3.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
mljar-supervised 1.1.6 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
mpmath 1.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
mypy-extensions 1.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
namex 0.0.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
nbclassic 0.5.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
nbclient 0.7.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
nbconvert 7.2.9 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
nbformat 5.7.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
nest-asyncio 1.5.6 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
networkx 3.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
notebook 6.5.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
notebook_shim 0.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
numba 0.59.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
numpy 1.24.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
oauth2client 4.1.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
oauthlib 3.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
opencv-python 4.9.0.80 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
openpyxl 3.1.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
opt-einsum 3.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
optree 0.11.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
optuna 3.6.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
orjson 3.10.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
packaging 23.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pandas 2.1.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pandocfilters 1.5.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
parso 0.8.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
partd 1.4.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
patsy 0.5.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pexpect 4.8.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pickleshare 0.7.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Pillow 9.4.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pip 24.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
platformdirs 3.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
plotly 5.20.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
plotly-resampler 0.10.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pluggy 1.4.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pmdarima 2.0.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
prometheus-client 0.16.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
prompt-toolkit 3.0.38 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
protobuf 4.23.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
psutil 5.9.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
ptyprocess 0.7.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pure-eval 0.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pyasn1 0.5.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pyasn1-modules 0.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pycaret 3.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pycparser 2.21 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pydot 1.4.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
PyDrive 1.3.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Pygments 2.14.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pyod 1.1.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pyparsing 3.0.9 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pyrsistent 0.19.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
PySocks 1.7.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pytest 8.1.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
python-dateutil 2.8.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
python-json-logger 2.0.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
python-twitter-v2 0.9.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pytz 2022.7.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
PyYAML 5.3.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
pyzmq 25.0.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
qtconsole 5.4.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
QtPy 2.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
regex 2023.12.25 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
requests 2.30.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
requests-oauthlib 1.3.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
retrying 1.3.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
rfc3339-validator 0.1.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
rfc3986-validator 0.1.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
rich 13.7.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
rsa 4.9 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
safetensors 0.4.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
schemdraw 0.15 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
scikit-base 0.7.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
scikit-image 0.23.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
scikit-learn 1.4.1.post1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
scikit-plot 0.3.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
scipy 1.10.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
seaborn 0.12.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Send2Trash 1.8.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
setuptools 65.5.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
shap 0.45.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
six 1.16.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
sktime 0.28.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
slicer 0.0.7 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
sniffio 1.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
soupsieve 2.4 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
SQLAlchemy 2.0.29 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
stack-data 0.6.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
statsmodels 0.13.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
StrEnum 0.4.15 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
sympy 1.12 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tab-transformer-pytorch 0.2.6 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tableone 0.7.12 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tabulate 0.9.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tbats 1.1.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tenacity 8.2.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tensorboard 2.16.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tensorboard-data-server 0.7.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tensorflow 2.16.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tensorflow-addons 0.21.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tensorflow-estimator 2.13.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tensorflow-io-gcs-filesystem 0.32.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
termcolor 2.3.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
terminado 0.17.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
textwrap3 0.9.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
threadpoolctl 3.1.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tifffile 2024.5.10 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tinycss2 1.2.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tokenizers 0.19.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
toolz 0.12.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
torch 2.0.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
torchaudio 2.0.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
torchvision 0.15.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
torchxrayvision 1.2.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tornado 6.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tqdm 4.66.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
traitlets 5.9.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
transformers 4.40.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tsdownsample 0.1.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
typeguard 2.13.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
typing_extensions 4.5.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
typing-inspect 0.9.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
tzdata 2024.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
uri-template 1.2.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
uritemplate 4.1.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
urllib3 2.0.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
wcwidth 0.2.6 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
webcolors 1.12 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
webencodings 0.5.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
websocket-client 1.5.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
Werkzeug 3.0.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
wget 3.2 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
wheel 0.40.0 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
widgetsnbextension 4.0.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
wordcloud 1.9.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
wrapt 1.14.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
wurlitzer 3.0.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
xgboost 2.0.3 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
xlrd 2.0.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
xxhash 3.4.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
yellowbrick 1.5 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
zipp 3.18.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
zope.interface 6.1 /Library/Frameworks/Python.framework/Versions/3.11/lib/python3.11/site-packages pip
[notice] A new release of pip is available: 24.0 -> 25.0.1
[notice] To update, run: pip install --upgrade pip</code></pre>
</div>
</div>
</section>
<section id="import-libraries" class="slide level2">
<h2>Import libraries</h2>
<p>We will use the following libraries in python for the first try.</p>
<ul>
<li><code>pandas</code></li>
</ul>
<div id="11d7d4a2" class="cell" data-execution_count="3">
<div class="sourceCode cell-code" id="cb4"><pre class="sourceCode numberSource python number-lines code-with-copy"><code class="sourceCode python"><span id="cb4-1"><a href=""></a><span class="im">import</span> pandas <span class="im">as</span> pd</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
</div>
</section>
<section id="install-libraries-hands-on" class="slide level2">
<h2>Install libraries hands-on</h2>
<ul>
<li>在剛剛新增的<strong>Notebook</strong>中，輸入<code>!pip3 install pandas</code></li>
</ul>
</section></section>
<section>
<section id="setup-the-environment-on-your-own-computer-for-your-reference" class="title-slide slide level1 center">
<h1>Setup the environment on your own computer (for your reference)</h1>
</section>
<section id="python-installation" class="slide level2">
<h2>Python installation</h2>
<p>You can install python in different way. For someone who are not familiar with python, feel free to follow these steps:</p>
<ul>
<li>Download python <strong>3.12</strong> @ <a href="https://www.python.org/downloads/" class="uri">https://www.python.org/downloads/</a></li>
<li>Install it by double click the installer</li>
<li>Check if the installation success by typing <code>python3</code> in <strong>CMD</strong> (Windows) or <strong>terminal</strong> (Mac or Linux)</li>
<li>If the Microsoft Shop is opened when typing <code>python3</code> in CMD, check this <a href="https://stackoverflow.com/questions/58754860/cmd-opens-windows-store-when-i-type-python">solution</a></li>
</ul>
<img data-src="figures/checkjupyter.png" class="r-stretch"></section>
<section id="libraries-installation" class="slide level2">
<h2>Libraries installation</h2>
<p>In <strong>CMD</strong> (Windows) or <strong>terminal</strong> (Mac or Linux), type</p>
<pre><code>pip3 install pandas jupyter seaborn</code></pre>
<p>to install packages</p>
<p>Of course you can use <strong>conda</strong> or other method to install packages</p>
</section>
<section id="setup-an-ide-for-data-analysis" class="slide level2">
<h2>Setup an IDE for data analysis</h2>
<ul>
<li>If you are not familiar with python IDE, I recommend you to use <strong>VS Code</strong> with <strong>Jupyter notebook</strong> for data analysis.</li>
<li><a href="https://jupyter.org/">Jupyter notebook</a> is a really good python interface for data analysis (of course including statistic).</li>
<li>You can install and using <strong>Jupyter notebook</strong> in different ways.
<ul>
<li><p>We have installed <code>jupyter</code> library in the previous slide</p>
<p><code>pip3 install jupyter</code></p></li>
</ul></li>
<li>Check the <a href="https://code.visualstudio.com/docs/datascience/jupyter-notebooks">document</a> for more instruction</li>
</ul>
</section>
<section id="download-and-install-vs-code" class="slide level2">
<h2>1. Download and install <a href="https://code.visualstudio.com/">VS Code</a></h2>
<p><a href="https://code.visualstudio.com/">VS Code</a> <img data-src="figures/vscode_down.png"></p>
</section>
<section id="check-python-and-jupyter-libraries" class="slide level2">
<h2>2. Check python and jupyter libraries</h2>
<p>Make sure you have installed <code>python</code> and <code>jupyter</code> libraries (see previous slides)</p>
<p>@ Python</p>
<img data-src="figures/checkjupyter.png" class="r-stretch"></section>
<section id="install-python-extension" class="slide level2">
<h2>3. Install Python extension</h2>
<p>In VS Code, click <strong>Extensions</strong>, search “python”, and install the extension</p>
<p><img data-src="figures/pthext.png"> <strong>Jupyter</strong> extension is also useful</p>
</section>
<section id="trust-your-workspace" class="slide level2">
<h2>4. Trust your <a href="https://code.visualstudio.com/docs/editor/workspace-trust">workspace</a></h2>
<p>Click <strong>trust</strong> and add the folder with codes in the trust <a href="https://code.visualstudio.com/docs/editor/workspace-trust">workspace</a></p>
<img data-src="figures/rest.png" class="r-stretch"></section>
<section id="create-a-jupyter-notebook" class="slide level2">
<h2>5. Create a Jupyter Notebook</h2>
<ul>
<li>by running the <code>>Create: New Jupyter Notebook</code> command from the Command Palette (⇧⌘P)</li>
<li>by creating a new <strong>.ipynb</strong> file in your workspace</li>
</ul>
<img data-src="figures/newfile.png" class="r-stretch"></section>
<section id="now-we-are-ready-to-start" class="slide level2">
<h2>6. Now we are ready to start!</h2>
<img data-src="figures/jp.png" class="r-stretch"></section></section>
<section id="questions" class="title-slide slide level1 center">
<h1>Questions?</h1>
<div class="quarto-auto-generated-content">
<div class="footer footer-default">
</div>
</div>
</section>
</div>
</div>
<script>window.backupDefine = window.define; window.define = undefined;</script>
<script src="1_EnvSet_files/libs/revealjs/dist/reveal.js"></script>
<!-- reveal.js plugins -->
<script src="1_EnvSet_files/libs/revealjs/plugin/quarto-line-highlight/line-highlight.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/pdf-export/pdfexport.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/reveal-menu/menu.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/reveal-menu/quarto-menu.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/quarto-support/support.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/notes/notes.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/search/search.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/zoom/zoom.js"></script>
<script src="1_EnvSet_files/libs/revealjs/plugin/math/math.js"></script>
<script>window.define = window.backupDefine; window.backupDefine = undefined;</script>
<script>
// Full list of configuration options available at:
// https://revealjs.com/config/
Reveal.initialize({
'controlsAuto': true,
'previewLinksAuto': false,
'pdfSeparateFragments': false,
'autoAnimateEasing': "ease",
'autoAnimateDuration': 1,
'autoAnimateUnmatched': true,
'menu': {"side":"left","useTextContentForMissingTitles":true,"markers":false,"loadIcons":false,"custom":[{"title":"Tools","icon":"<i class=\"fas fa-gear\"></i>","content":"<ul class=\"slide-menu-items\">\n<li class=\"slide-tool-item active\" data-item=\"0\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.fullscreen(event)\"><kbd>f</kbd> Fullscreen</a></li>\n<li class=\"slide-tool-item\" data-item=\"1\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.speakerMode(event)\"><kbd>s</kbd> Speaker View</a></li>\n<li class=\"slide-tool-item\" data-item=\"2\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.overview(event)\"><kbd>o</kbd> Slide Overview</a></li>\n<li class=\"slide-tool-item\" data-item=\"3\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.togglePdfExport(event)\"><kbd>e</kbd> PDF Export Mode</a></li>\n<li class=\"slide-tool-item\" data-item=\"4\"><a href=\"#\" onclick=\"RevealMenuToolHandlers.keyboardHelp(event)\"><kbd>?</kbd> Keyboard Help</a></li>\n</ul>"}],"openButton":true},
'smaller': false,
// Display controls in the bottom right corner
controls: false,
// Help the user learn the controls by providing hints, for example by
// bouncing the down arrow when they first encounter a vertical slide
controlsTutorial: false,
// Determines where controls appear, "edges" or "bottom-right"
controlsLayout: 'edges',
// Visibility rule for backwards navigation arrows; "faded", "hidden"
// or "visible"
controlsBackArrows: 'faded',
// Display a presentation progress bar
progress: true,
// Display the page number of the current slide
slideNumber: 'c/t',
// 'all', 'print', or 'speaker'
showSlideNumber: 'all',
// Add the current slide number to the URL hash so that reloading the
// page/copying the URL will return you to the same slide
hash: true,
// Start with 1 for the hash rather than 0
hashOneBasedIndex: false,
// Flags if we should monitor the hash and change slides accordingly
respondToHashChanges: true,
// Push each slide change to the browser history
history: true,
// Enable keyboard shortcuts for navigation
keyboard: true,
// Enable the slide overview mode
overview: true,
// Disables the default reveal.js slide layout (scaling and centering)
// so that you can use custom CSS layout
disableLayout: false,
// Vertical centering of slides
center: false,
// Enables touch navigation on devices with touch input
touch: true,
// Loop the presentation
loop: false,
// Change the presentation direction to be RTL
rtl: false,
// see https://revealjs.com/vertical-slides/#navigation-mode
navigationMode: 'linear',
// Randomizes the order of slides each time the presentation loads
shuffle: false,
// Turns fragments on and off globally
fragments: true,
// Flags whether to include the current fragment in the URL,
// so that reloading brings you to the same fragment position
fragmentInURL: false,
// Flags if the presentation is running in an embedded mode,
// i.e. contained within a limited portion of the screen
embedded: false,
// Flags if we should show a help overlay when the questionmark
// key is pressed
help: true,
// Flags if it should be possible to pause the presentation (blackout)
pause: true,
// Flags if speaker notes should be visible to all viewers
showNotes: false,
// Global override for autoplaying embedded media (null/true/false)
autoPlayMedia: null,
// Global override for preloading lazy-loaded iframes (null/true/false)
preloadIframes: null,
// Number of milliseconds between automatically proceeding to the