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璧勬枡綆€浠嬶細(xì)

閫欐湰鏇哥殑絎竴鐗堟浉鍚嶆槸銆宮atplotlib 2D鍒?D璩囨枡瑕栬鍖栥€嶏紝閫欑増鍏у鍙槸鏇稿悕鏇存敼錛屾暣鏈浉鍏у濡備笅錛?/span>

鈽?瀹屾暣瑙ｈ鎿嶄綔matplotlib闇€瑕佺殑Numpy鐭ヨ瓨

鈽?瑾嶈瓨搴ф杌歌垏鍦栬〃鍏у璦▓

鈽?綣＝澶氬€嬪湒琛?/span>

鈽?鍦栬〃鐨勮ɑ瑙?/span>

鈽?寤虹珛鑸囧竟搴曡獚璀樺湒琛ㄦ暩瀛哥铏?/span>

鈽?鎶樼窔鍦栬垏鍫嗙枈鎶樼窔鍦?/span>

鈽?鏁ｉ粸鍦?/span>

鈽?鑹插僵鏄犲皠Color mapping

鈽?鑹插僵姊滳olorbars

鈽?寤虹珛鏁告摎鍦栬〃

鈽?闀鋒鍦栬垏姍鍦?/span>

鈽?鐩存柟鍦?/span>

鈽?鍦撻鍦?/span>

鈽?綆辯窔鍦?/span>

鈽?妤靛駭妯欑躬鍦?/span>

鈽?闅庢鍦?/span>

鈽?媯夋鍦?/span>

鈽?褰卞儚閲戝瓧濉?/span>

鈽?闁撴柗闀鋒鍦?/span>

鈽?灝忔彁鐞村湒

鈽?瑾ゅ樊姊?/span>

鈽?杓粨鍦?/span>

鈽?綆鍦?/span>

鈽?騫句綍鍦栧艦

鈽?琛ㄦ牸瑁戒綔

鈽?鍩虹3D綣湒

鈽?3D鏇查潰璦▓

鈽?3D闀鋒鍦?/span>

鈽?璦▓鍕曠暙

鏁存湰鏇哥▼寮忓渚嬭睈瀵岋紝鐩鎬俊璁€鑰呭彧瑕侀伒寰湰鏇稿収瀹?/span>蹇?/span>瀹氬彲浠ュ湪鏈€鐭檪闁撶簿閫氫嬌鐢≒ython matplotlib瀹屾垚璩囨枡瑕栬鍖栥€?/span>

璧勬枡鐩綍錛?/strong>

絎?绔狅細(xì)瀛哥繏 matplotlib 闇€瑕佺殑 Numpy 鐭ヨ瓨

1-0 寤鴻闁辮畝鏇哥睄

1-1 闄ｅ垪ndarray

1-2 Numpy鐨勮硣鏂欏瀷鎱?/span>

1-3 浣跨敤array( )寤虹珛涓€綞垨澶氱董闄ｅ垪

1-4 浣跨敤zeros( )寤虹珛鍏у鏄?鐨勫綞櫍鍒?/span>

1-5 浣跨敤ones( )寤虹珛鍏у鏄?鐨勫綞櫍鍒?/span>

1-6 浣跨敤random.rantint( )寤虹珛闅ㄦ鏁擱櫍鍒?/span>

1-7 浣跨敤arange( )鍑芥暩寤虹珛闄ｅ垪鏁告摎

1-8 浣跨敤linspace( )鍑芥暩寤虹珛闄ｅ垪

1-9 浣跨敤reshape( )鍑芥暩鏇存敼闄ｅ垪褰㈠紡

絎?绔狅細(xì)瑾嶈瓨 matplotlib 鍩虹鑸囩躬瑁芥姌綬氬湒

2-1 matplotlib妯＄祫鐨勬鍙?/span>

2-2 浣跨敤plot( )綣＝鎶樼窔鍦?- 浜?jiǎn)瑙ｆ暩鎿毉懆鍕?/span>

2-3 綬氭瀵害

2-4 綬氭鑹插僵

2-5 寤虹珛綬氭妯ｅ紡

2-6 寤虹珛綬氭涓婄殑綃€榛炴ǎ寮?/span>

2-7 妯欓鐨勮ō瀹?/span>

2-8 鍎插瓨鍦栬〃

2-9 闁嬪暉鎴栭’紺哄湒琛?/span>

2-10 matplotlib妯＄祫闁嬪暉涓€鑸湒妾?/span>

2-11 matplotlib鐨勫叏鍩熸€у瓧鍏竢cParams

絎?绔狅細(xì)搴ф杌稿熀紺庤ō璦?/span>

3-1 浣跨敤axis( )鍑芥暩璦畾鍜屽彇寰梮鍜寉杌哥殑綃勫湇

3-2 浣跨敤xlim( )鍜寉lim( )鍑芥暩璦畾鍜屽彇寰梮鍜寉杌哥殑綃勫湇

3-3 鐢▁ticks( )鍩瘋x杌稿埢搴︽綾よō璦?/span>

3-4 鐢▂ticks( )鍩瘋y杌稿埢搴︽綾よō璦?/span>

3-5 妯欑堡鍒誨害鐨勫瓧鍨嬪ぇ灝?/span>

3-6 鍒誨害妯欑堡鐨勯鑹?/span>

3-7 鍒誨害璦▓tick_params( )鍑芥暩

3-8 瀛楀瀷璦畾

3-9 鍦栦緥legend( )

3-10 綞叉牸鐨勮ō瀹歡rid( )

絎?绔狅細(xì)鍦栬〃鍏у璦▓

4-1 鍦ㄥ湒琛ㄥ収寤虹珛綬氭

4-2 寤虹珛姘村鉤鍜屽瀭鐩村弮鑰冨崁鍩?/span>

4-3 濉厖鍗€闁?/span>

絎?绔狅細(xì)鍦栬〃澧炲姞鏂囧瓧

5-1 鍦ㄥ湒琛ㄦ璦樻枃瀛楄獮娉?/span>

5-2 綈″柈鐨勫渚嬭鏄?/span>

5-3 孌佃惤鏂囧瓧杓稿嚭鐨勬噳鐢?/span>

5-4 浣跨敤bbox鍙冩暩寤虹珛鐩掑瓙鏂囧瓧涓?/span>

5-5 鎳夌敤**kwargs鍙冩暩杓稿嚭瀛椾覆

絎?绔狅細(xì)綣＝澶氬€嬪湒琛?/span>

6-1 鍑芥暩figure( )

6-2 寤虹珛瀛愬湒琛╯ubplot( )

6-3 瀛愬湒琛ㄨ垏涓繪欏?/span>

6-4 寤虹珛鍦扮悊鎶曞獎(jiǎng)

6-5 瀛愬湒琛ㄧ墿浠?/span>

6-6 pyplot鐨凙PI鑸嘜O API

6-7 鍏變韓x杌告垨y杌?/span>

6-8 澶氬瓙鍦栫殑浣堝眬tight_layout( )

6-9 寤虹珛瀛愬湒琛ㄤ嬌鐢╯ubplots( )

6-10 妤靛駭妯欏湒

6-11 Figure鐗╀歡瑾跨敤OO API鍑芥暩add_subplot( )

6-12 寤虹珛綞叉牸瀛愬湒浣跨敤add_gridspec( )

6-13 浣跨敤OO API鏂板瀛愬湒鐨勬噳鐢ㄥ渚?/span>

6-14 杌稿嚱鏁竌xes( )

6-15 浣跨敤OO API add_axes( )鏂板鍦栧収鐨勫瓙鍦栫墿浠?/span>

6-16 浣跨敤OO API璦畾x杌稿拰y杌哥殑綃勫湇

絎?绔狅細(xì)鍦栬〃璦昏В

7-1 annotate( )鍑芥暩瑾炴硶

7-2 鍩虹鍦栬〃璦婚噵鐨勫渚?/span>

7-3 綆牠欏忚壊

7-4 綆牠妯ｅ紡

7-5 灝囧湒琛ㄨɑ瑙ｆ噳鐢ㄥ湪妤靛駭妯?/span>

絎?绔狅細(xì)鍦栬〃鐨勬暩瀛哥铏?/span>

8-1 綬ㄥ綈″柈鐨勬暩瀛歌〃閬斿紡

8-2 涓婃鍜屼笅妯欑铏?/span>

8-3 鍒嗘暩 (Fractions) 絎﹁櫉

8-4 浜岄爡寮?(Binomials)

8-5 鍫嗙鏁?(Stacked numbers)

8-6 灝忔嫭铏?/span>

8-7 寤虹珛鍖呭惈鏁村€嬪叕寮忓皬鎷櫉

8-8 鏍硅櫉

8-9 鍔犵附絎﹁櫉

8-10 灝忓甯岃嚇瀛楁瘝

8-11 澶у甯岃嚇瀛楁瘝

8-12 澧炲姞絀烘牸

8-13 鍒嗛殧絎﹁櫉

8-14 澶х铏?/span>

8-15 妯欐簴鍑芥暩鍚嶇ū

8-16 浜屽厓閬嬬畻鍜岄棞淇傜铏?/span>

8-17 綆牠絎﹁櫉

8-18 鍏朵粬絎﹁櫉

8-19 Unicode

8-20 鍙ｉ煶瀛楀厓

8-21 瀛楀瀷

8-22 寤虹珛鍚暩瀛哥铏熺殑鍒誨害

絎?绔狅細(xì)綣＝鏁ｉ粸鍦?/span>

9-1 鏁ｉ粸鍦栫殑瑾炴硶

9-2 鍩虹鏁ｉ粸鍦栫殑瀵︿緥

9-3 澶氱祫涓嶅悓鐨勮硣鏂欓泦

9-4 寤虹珛鏁稿垪鑹插僵

9-5 寤虹珛澶у皬涓嶄竴鐨勬暎榛?/span>

9-6 鍐嶈珖 marker 絎﹁櫉

9-7 鏁稿絎﹁櫉鎳夌敤鍦ㄦ暎榛炲湒

9-8 鏁ｉ粸鍦栫殑鍦栦緥

9-9 灝囬伄緗╄蹇墊噳鐢ㄥ湪鏁ｉ粸鍦?/span>

9-10 钂欏湴鍗＄緟妯℃摤

絎?0绔狅細(xì)鑹插僵鏄犲皠鍦?Colormaps

10-1 鑹插僵鏄犲皠鍦栧伐浣滃師鐞?/span>

10-2 涓嶅悓瀵害綬氭鑸噃sv鑹插僵鏄犲皠

10-3 matplotlib鑹插僵鏄犲皠鍦?/span>

10-4 闅ㄦ鏁哥殑鎳夌敤

10-5 鏁ｉ粸鍦栧湪妤靛駭妯欑殑鎳夌敤

10-6 鎶樼窔鍦栧嚱鏁竝lot( )瑾跨敤cmap鑹插僵

絎?1绔狅細(xì)鑹插僵姊?Colorbars

11-1 colorbar( )鍑芥暩瑾炴硶

11-2 鑹插僵姊濈殑閰嶇疆

11-3 寤虹珛姘村鉤鑹插僵姊?/span>

11-4 寤虹珛鍚瓙鍦栫殑鑹插僵姊?/span>

11-5 鑷畾緹╄壊褰╂colorbar

11-6 浣跨敤鑷畾緹╄壊褰╂噳鐢ㄥ湪槌跺熬鑺卞渚?/span>

絎?2绔狅細(xì)寤虹珛鏁告摎鍦栬〃

12-1 欏ず鍦栬〃鏁告摎璩囨枡imshow( )鍑芥暩

12-2 欏ず鍦栬〃鏁告摎璩囨枡

12-3 欏ず闅ㄦ鏁哥殑鏁告摎鍦栬〃

12-4 鑹插僵姊濆氨鏄瓙鍦栫墿浠?/span>

12-5 鑹插僵鐨勬彃鍊兼柟娉?/span>

12-6 褰卞儚鐨勮壊褰╁厓绱犺檿鐞?/span>

12-7 鍦栬〃鏁告摎鐨勫壍鎰?/span>

12-8 寤虹珛鐔卞湒(heatmap)

絎?3绔狅細(xì)闀鋒鍦栬垏姍鍦?/span>

13-1 闀鋒鍦朾ar( )鍑芥暩

13-2 緄辮▓淇浜烘暩

13-3 闀鋒鍦栫殑瀵害

13-4 闀鋒鍏ч儴閫犲瀷

13-5 澶氭暩鎿氶暦姊濆湒琛ㄨō璦?/span>

13-6 澶氭暩鎿氱洿姊濆湒琛?– 鍫嗙枈鍦?/span>

13-7 鑹插僵鍑擱’

13-8 姍鍦?/span>

13-9 闆欏悜姍鍦?/span>

13-10 闀鋒鍦栨噳鐢ㄥ湪妤靛駭妯?/span>

絎?4绔狅細(xì)鐩存柟鍦?/span>

14-1 鐩存柟鍦栫殑瑾炴硶

14-2 鐩存柟鍦栧熀紺庡渚?/span>

14-3 闅ㄦ鏁稿嚱鏁哥殑鏁告摎鍒嗕綀

14-4 鍧囧嫽鍒嗕綀闅ㄦ鏁稿嚱鏁?/span>

14-5 甯告厠鍒嗕綀闅ㄦ鏁稿嚱鏁?/span>

14-6 涓夎褰㈠垎浣堝彇妯?/span>

14-7 緄勫悎鍦?/span>

14-8 澶氭暩鎿氱殑鐩存柟鍦栬ō璦?/span>

14-9 鎳夌敤鐩存柟鍦栧仛褰卞儚鍒嗘瀽

14-10 鐩存柟鍦杊isttype鍙冩暩瑙ｈ

絎?5绔狅細(xì)鍦撻鍦?/span>

15-1 鍦撻鍦栫殑瑾炴硶

15-2 鍦撻鍦栫殑鍩虹瀵︿緥

15-3 鍦撻鍦栨綾よ壊褰╄垏鏂囧瓧澶у皬鐨勬帶鍒?/span>

15-4 鍦撻鍦栭倞鐣岀窔欏忚壊鑸囩矖绱?/span>

15-5 浣跨敤wedgeprops瀛楀吀璦畾鍦栬〃妯ｅ紡

15-6 璦畾鍦撻鍦栦繚鎸佸湏褰?/span>

15-7 寤虹珛鐠板湀鍦?/span>

15-8 澶氬堡鍦撻鍦栫殑璦▓

15-9 鍦撻鍦栫殑鍦栦緥

15-10 鍦撻鍦栫殑灝堟

絎?6绔狅細(xì)綆辯窔鍦?/span>

16-1 瑾嶈瓨綆辯窔鍦栧畾緹?/span>

16-2 綆辯窔鍦栫殑瑾炴硶

16-3 綆辯窔鍦栧熀紺庡渚?/span>

16-4 寤虹珛澶氱祫鏁告摎

16-5 浣跨敤flierprops鍙冩暩璦▓鐣板父鍊兼璦?/span>

16-6 姘村鉤綆辯窔鍦栬ō璦?/span>

16-7 欏ず鑸囪ō璦堝潎鍊?/span>

16-8 璦▓涓綅鏁哥窔

16-9 璦▓鏅墮瑲綬?whiskers)

16-10 闅辮棌鐣板父鍊?/span>

16-11 綆辯窔鍦栫殑caps璦▓

16-12 綆辯窔鍦栫洅瀛愯ō璦?/span>

16-13 boxplot( )鍑芥暩鐨勫洖鍌沖€艱В鏋?/span>

16-14 浣跨敤鍥炲偝鐗╀歡閲嶆柊綬ㄨ集綆辯窔鍦栧悇鍏冧歡妯ｅ紡

絎?7绔狅細(xì)妤靛駭妯欑躬鍦?/span>

17-1 瑾嶈瓨妤靛駭妯?/span>

17-2 妤靛駭妯欑躬鍦栧嚱鏁?/span>

17-3 鍩虹妤靛駭妯欑躬鍦栧渚?/span>

17-4 騫句綍鍦栧艦鐨勭躬瑁?/span>

絎?8绔狅細(xì)鍫嗙枈鎶樼窔鍦?/span>

18-1 鍫嗙枈鎶樼窔鍦栫殑瑾炴硶

18-2 鍫嗙枈鎶樼窔鍦栧熀紺庡渚?/span>

18-3 緄辮▓涓栫晫浜哄彛鏁?/span>

18-4 鍫嗙枈鎶樼窔鍦朾aseline鍙冩暩鐨勬噳鐢?/span>

18-5 灞呭璨葷敤鐨勬噳鐢?/span>

絎?9绔狅細(xì)闅庢鍦?/span>

19-1 闅庢鍦栬獮娉?/span>

19-2 闅庢鍦栧熀紺庡渚?/span>

19-3 闅庢鍦栬垏闀鋒鍦?/span>

19-4 澶氱祫鏁告摎鐨勬販鍚堜嬌鐢?/span>

19-5 plot( )鍑芥暩鐨刣rawstyle鍙冩暩

絎?0绔狅細(xì)媯夋鍦?/span>

20-1 媯夋鍦栬獮娉?/span>

20-2 媯夋鍦栫殑鍩虹瀵︿緥

20-3 媯夋鍦栫窔姊濇ǎ寮?/span>

20-4 媯夋鍦栫殑妯欒

20-5 瀹氱京鍩虹窔

20-6 妯欑堡鐨勪嬌鐢?/span>

20-7 瀹氱京鍩虹窔y鐨勪綅緗?/span>

絎?1绔狅細(xì)闁撴柗闀鋒鍦?/span>

21-1 闁撴柗闀鋒鍦栬獮娉?/span>

21-2 闁撴柗闀鋒鍦栫殑鍩虹瀵︿緥

21-3 綣＝姣忓ぉ涓嶅悓鏅傛琛岃粖閫熷害琛?/span>

21-4 綣＝瀛哥繏瑙€瀵熻〃

絎?2绔狅細(xì)灝忔彁鐞村湒

22-1 灝忔彁鐞村湒鐨勫畾緹?/span>

22-2 灝忔彁鐞村湒鐨勮獮娉?/span>

22-3 灝忔彁鐞村湒鐨勫熀紺庡渚?/span>

23-4 綣＝澶氱祫鏁告摎

22-5 灝忔彁鐞村湒鐨勭郴鍒楀弮鏁歌ō瀹?/span>

22-6 綞滃悎瀵︿綔

絎?3绔狅細(xì)瑾ゅ樊姊?/span>

23-1 瑾ゅ樊姊濈殑瑾炴硶

23-2 瑾ゅ樊姊濈殑鍩虹瀵︿緥

23-3 綬氭妯ｅ紡

23-4 鎸囧畾涓婇檺鑸囦笅闄?/span>

23-5 涓婃柟鑸囦笅鏂硅宸笉涓€鑷?/span>

23-6 綞滃悎鎳夌敤

絎?4绔狅細(xì)杓粨鍦?/span>

24-1 杓粨鍦栫殑瑾炴硶

24-2 杓粨鍦栫殑鍩虹瀵︿緥

24-3 瀹氱京楂樺害鍑芥暩

24-4 鑹插僵姊濊垏杓粨鍦?/span>

24-5 杓粨鍦栦笂妯欒楂樺害鍊?/span>

24-6 鎸囨暩鍑芥暩鎳夌敤鍦ㄨ吉寤撳湒

絎?5绔狅細(xì)綆鍦?/span>

25-1 綆鐨勮獮娉?/span>

25-2 綆鐨勫熀紺庡渚?/span>

25-3 浣跨敤綞叉牸綣＝綆鍦?/span>

25-4 璦▓綆鍦栫殑綆牠鏂瑰悜

25-5 璦▓褰╄壊鐨勭琚嬪湒

絎?6绔狅細(xì)嫻佺窔鍦?/span>

26-1 嫻佺窔鍦栫殑瑾炴硶

26-2 嫻佺窔鍦栫殑鍩虹瀵︿緥

26-3 鑷畾緹╂祦綬氬湒鐨勯€熷害

26-4 綞滃悎瀵︿緥

絎?7绔狅細(xì)綣＝騫句綍鍦栧艦

27-1 鍦撳艦Circle( )

27-2 姍㈠湏褰llipse( )

27-3 鐭╁艦Rectangle( )

27-4 鍦撳姬Arc( )

27-5 妤斿艦Wedge( )

27-6 綆牠Arrow( )

27-7 澶氶倞褰olygon( )

絎?8绔狅細(xì)琛ㄦ牸瑁戒綔

28-1 琛ㄦ牸鐨勮獮娉?/span>

28-2 綈″柈鐨勮〃鏍煎渚?/span>

28-3 鐩存鍦栬垏琛ㄦ牸鐨勫渚?/span>

28-4 鎶樼窔鍦栬垏琛ㄦ牸鐨勫渚?/span>

絎?9绔狅細(xì)鍩虹 3D 綣湒

29-1 鍟熷嫊3D綣湒妯″紡

29-2 鍦?D綣湒鐠板浣跨敤plot( )綣＝鎶樼窔鍦?/span>

29-3 鍦?D綣湒鐠板浣跨敤scatter( )綣＝鏁ｉ粸鍦?/span>

29-4 3D鎶樼窔鍦栧拰3D鏁ｉ粸鍦栫殑綺懼僵瀵︿緥

絎?0绔狅細(xì)3D 鏇查潰鑸囪吉寤撹ō璦?/span>

30-1 plot_surface( )鍑芥暩

30-2 plot_surface( )鍑芥暩鐨勭郴鍒楀渚?/span>

30-3 plot_wireframe( )鍑芥暩

30-4 plot_wireframe( )鍑芥暩鐨勭郴鍒楀渚?/span>

30-5 3D杓粨鍦?/span>

30-6 contour( )鍜宑ontourf( )鍑芥暩鐨勭郴鍒楀渚?/span>

30-7 3D瑕栬

30-8 3D綆鍦?/span>

絎?1绔狅細(xì)3D 闀鋒鍦?/span>

31-1 浣跨敤bar( )鍑芥暩浠胯＝3D闀鋒鍦?/span>

31-2 綣＝3D闀鋒鍦栦嬌鐢╞ar3d( )鍑芥暩

31-3 bar3d( )鐨勭郴鍒楀渚?/span>

31-4 寤虹珛澶氱祫闀鋒鏁告摎

31-5 3D闀鋒鍦栫殑鎳夌敤

絎?2绔狅細(xì)璦▓鍕曠暙

32-1 FuncAnimation( )鍑芥暩

32-2 鍕曠暙璦▓鐨勫熀紺庡渚?/span>

32-3 璧伴Μ鐕堣ō璦?/span>

32-4 璦▓鍕曟厠鐭╅櫍褰卞儚

32-5 ArtistAnimation( )浣跨敤涓插垪鐣朵綔鍕曠暙渚嗘簮

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