## ä»ç»
å嫿¯ç¥ï¼å嫿¯ç¥ï¼è´åäºæé Python ç»å
¸å°ä¾åãå°æ¡ä¾ã
## License
å
许æç
§è¦æ±è½¬è½½ï¼ä½ç¦æ¢ç¨äºä»»ä½åç¨ç®çãå¦æè½¬è½½æ¬åºå°ä¾åãå°æ¡ä¾ï¼è¯·å¤æ³¨ä¸æ¹é¾æ¥ï¼
[Pythonå°ä¾åæææ±æ»](https://ai-jupyter.com/python-small-examples/)
### æ´å¤æç¨
[AIæ¶æ¯](https://ai-jupyter.com/)
[AIæ°é»æ¥é](https://ai-jupyter.com/ai-news-all/)
[AI大模å](https://ai-jupyter.com/ai-llm/)
[AIå·¥å
·é](https://ai-jupyter.com/ai-chatgpt/)
[ChatGPT4oå
费使ç¨å
ç§æ¹æ³](https://ai-jupyter.com/ai-chatgpt/)
[Pythonæç¨](https://ai-jupyter.com/python-packages/)
[æ°æ®åææç¨](https://ai-jupyter.com/numpy-intro/)
[ç®æ³æç¨](https://ai-jupyter.com/algorithm-basic/)
[AIæç¨](https://ai-jupyter.com/statistics/)
[Gitæç¨](https://ai-jupyter.com/git/)
[ç¨åºå](https://ai-jupyter.com/others/)
[èµæä¸è½½](https://ai-jupyter.com/python-20/)
## Python å°ä¾å
### åºæ¬æä½
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
|1 | [常è§ç®æ¯è¿ç®](md/198.md)| è¿ç® | v1| ââ |
| 2 | [å®ç° relu](md/1.md) | max | V4.0 | âï¸âï¸ |
| 3 | [è¿å¶è½¬å](md/2.md) | bin,oct,hex | V4.0 | âï¸âï¸|
| 4 | [æ´æ°åASCIIäºè½¬](md/3.md) | chr,ord | V1.0 | âï¸âï¸ |
| 5 | [å
ç´ é½ä¸ºçæ£æ¥](md/4.md) | all | V2.0 | âï¸âï¸âï¸ |
| 6 | [è³å°ä¸ä¸ªä¸ºçæ£æ¥](md/5.md) | any | V2.0 | âï¸âï¸âï¸ |
| 7 | [夿æ¯çæ¯å](md/6.md) | bool | V2.0 | âï¸âï¸âï¸ |
| 8 | [åå»ºå¤æ°](md/7.md) | complex | V1.0 | âï¸âï¸âï¸ |
| 9 | [ååå使°](md/8.md) | divmod | V1.0 | âï¸âï¸ |
| 10 | [转为浮ç¹ç±»å](md/9.md) | float | V1.0 | âï¸âï¸ |
| 11 | [转为æ´å](md/10.md) | int | V1.0 | âï¸ |
| 12 | [次å¹](md/11.md) | pow | V1.0 | âï¸ |
| 13 | [åèäºå
¥](md/12.md) | round | V1.0 | âï¸ |
| 14 | [é¾å¼æ¯è¾](md/13.md) | compare | V1.0 | âï¸âï¸ |
| 15 | [å符串转åè](md/14.md) | bytes,utf-8 | V1.0 | âï¸âï¸ |
| 16 | [ä»»æå¯¹è±¡è½¬ä¸ºå符串](md/15.md) | str | V1.0 | âï¸âï¸ |
| 17 | [æ§è¡å符串表示ç代ç ](md/16.md) | compile | V1.0 | âï¸âï¸âï¸ |
| 18 | [计ç®è¡¨è¾¾å¼](md/17.md) | eval | V1.0 | âï¸âï¸âï¸âï¸ |
| 19 | [åç¬¦ä¸²æ ¼å¼å](md/18.md) | format | V1.0 | âï¸âï¸âï¸âï¸ |
| 20 | [交æ¢ä¸¤å
ç´ ](md/23.md) | pack,unpack | V1.0 | âï¸âï¸ |
| 21 | [转为åå
¸](md/29.md) | dict | V1.0 | âï¸âï¸ |
| 22 | [å»ç»éå](md/30.md) | frozenset | V1.0 | âï¸âï¸ |
| 23 | [转为éåç±»å](md/31.md) | set | V1.0 | âï¸âï¸ |
| 24 | [转å
ç»](md/32.md) | tuple | V1.0 | âï¸âï¸ |
| 25 | [æ¥çåéæå åèæ°](md/48.md) | getsizeof | V1.0 | âï¸âï¸âï¸ |
| 26 | [å«å个å
ç´ çå
ç»](md/154.md) | tuple | V1.0 | âï¸â |
| 27 | [å表å é¤ä¹å](md/159.md) | list | V1.0 | âï¸â |
| 28 | [å表快éå¤å¶ä¹å](md/160.md) | list | V1.0 | âï¸ââ |
| 29 | [åç°å表å3个æå¤§ææå°æ°](md/195.md) | list heapq | v1.0 | âï¸âââ |
| 30 | [å符串驻ç](md/161.md) | str | V1.0 | âï¸ââââ |
| 31 | [å建空éåé误](md/166.md) | set | V1.0 | âï¸â |
| 32 | [å
å认è¯for](md/164.md) | for | V1.0 | âï¸ââ |
| 33 | [è®¤è¯æ§è¡æ¶æº](md/165.md) | generator | V1.0 | âï¸ââââ |
### 彿°å模å常è§ç¨æ³
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [æä½å½æ°å¯¹è±¡](md/24.md) | operator | V2.0 | âï¸âï¸âï¸âï¸ |
| 2 | [å建rangeåºå](md/55.md) | range | V1.0 | âï¸âï¸ |
| 3 | [çæéåºåºå](md/25.md) | range | V1.0 | âï¸âï¸ |
| 4 | [æ¿æ¥å°±ç¨çæåºå½æ°](md/19.md) | sorted | V1.0 | âï¸âï¸âï¸ |
| 5 | [æ±å彿°](md/20.md) | sum | V1.0 | âï¸âï¸ |
| 6 | [彿°çäºç±»åæ°ä½¿ç¨ä¾å](md/26.md) | variable parameter | V2.0 | âï¸âï¸âï¸âï¸ |
| 7 | [使ç¨slice对象](md/27.md) | slice | V2.0 | âï¸âï¸âï¸âï¸âï¸ |
| 8 | [lambda 彿°](md/28.md) | lambda | V3.0 | âï¸âï¸âï¸âï¸ |
| 9 | [æä¸¾å¯¹è±¡](md/47.md) | enumerate | V1.0 | âï¸âï¸âï¸ |
| 10 | [è¿æ»¤å¨filter](md/49.md) | filter | V1.5 | âï¸âï¸âï¸ |
| 11 | [è¿å对象åå¸å¼](md/50.md) | hash | V1.0 | âï¸âï¸ |
| 12 | [带ååçå
ç»](md/79.md) | namedtuple | V1.0 | âï¸âï¸âï¸ |
| 13 | [ä¸è¡ä»£ç å®ç°å表å转](md/70.md) | reverse | V1.0 | âï¸âï¸ |
| 14 | [å转å符串çä¸¤ä¸ªæ¹æ³](md/86.md) | reversed | V1.0 | âï¸âï¸ |
| 15 | [join 串èå符串](md/87.md) | join | V1.0 | âï¸âï¸ |
| 16 | [å符串åèé¿åº¦](md/88.md) | encode | V1.0 | âï¸âï¸ |
| 17 | [groupbyååæ®µåç»](md/129.md) | itertools, groupby,lambda | V1.0 | âï¸âï¸âï¸ |
| 18 | [groupbyå¤å段åç»](md/130.md) | itemgetter,itertools,groupby | V1.0 | âï¸âï¸âï¸âï¸ |
| 19 | [itemgetteråkey彿°](md/131.md) | operator,itemgetter,itertools | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 20 | [sum彿°è®¡ç®åèååæ¶å](md/132.md) | sum,generator | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 21 | [é»è®¤åæ°è®¾ä¸ºç©º](md/155.md) | function | V1.0 | âï¸ââ |
| 22 | [åç§åæ°ä½¿ç¨ä¹å](md/158.md) | function paremeter | V1.0 | âï¸ââ |
| 23 | [lambdaèªç±åæ°ä¹å](md/157.md) | lambda | V1.0 | âï¸ââ |
| 24 | [使ç¨å ååºå表](md/196.md) | sort heapq | v1.0 | âï¸âââ |
### é¢å对象
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [ææå¯¹è±¡ä¹æ ¹](md/43.md) | object | V1.0 | âï¸ |
| 2 | [对象æ¯å¦å¯è°ç¨](md/33.md) | callable | V2.5 | âï¸âï¸âï¸âï¸ |
| 3 | [ascii å±ç¤ºå¯¹è±¡](md/34.md) | `__repr__` | V2.5 | âï¸âï¸âï¸ |
| 4 | [ç±»æ¹æ³](md/35.md) | classmethod | V1.5 | âï¸âï¸âï¸ |
| 5 | [卿å é¤å±æ§](md/36.md) | delattr,hasattr | V1.5 | âï¸âï¸ |
| 6 | [ä¸é®æ¥çå¯¹è±¡æææ¹æ³](md/37.md) | dir | V1.5 | âï¸âï¸ |
| 7 | [卿è·åå¯¹è±¡å±æ§](md/38.md) | getattr | V1.5 | âï¸âï¸ |
| 8 | [对象æ¯å¦ææä¸ªå±æ§](md/39.md) | hasattr | V1.5 | âï¸âï¸âï¸ |
| 9 | [对象é¨çå·](md/40.md) | id | V1.0 | âï¸ |
| 10 | [å®ä¾å对象å
³ç³»å¤æ](md/41.md) | isinstance | V1.5 | âï¸âï¸âï¸ |
| 11 | [issubclassç¶åå
³ç³»é´å®](md/42.md) | issubclass | V1.5 | âï¸âï¸âï¸ |
| 12 | [åå»ºå±æ§çä¸¤ç§æ¹æ³](md/44.md) | property | V2.5 | âï¸âï¸âï¸âï¸âï¸ |
| 13 | [æ¥ç对象类å](md/45.md) | type | V1.0 | âï¸ |
| 14 | [å
类使ç¨ä»ç»](md/46.md) | type,`__class__` | V2.0 | âï¸âï¸âï¸âï¸âï¸ |
| 15 | [ç¸åå¼çä¸å¯å对象](md/162.md) | mutable | V1.0 | âï¸ââ |
| 16 | [å¯¹è±¡éæ¯é¡ºåº](md/163.md) | OOP del | V1.0 | âï¸âââ |
| 17 | [å类继æ¿ç¶ç±»çéææ¹æ³åï¼](md/171.md) | staticmethod | V1.0 | âï¸ââ |
### æ£å
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [æ£åä¸å符 `r`ä½ç¨](md/89.md) | re,r | V3.0 | âï¸âï¸âï¸ |
| 2 | [æ£åååæä½](md/90.md) | re | V3.0 | âï¸âï¸âï¸ |
| 3 | [æ£åä¸ç转ä¹](md/91.md) | re,\ | V3.0 | âï¸âï¸âï¸ |
| 4 | [æ£åææ®éæ¥æ¾](md/92.md) | re,findall | V3.0 | âï¸âï¸âï¸ |
| 5 | [使ç¨éç¨åç¬¦æ¥æ¾](md/93.md) | re,\s,\w,\d | V3.0 | âï¸âï¸âï¸ |
| 6 | [使ç¨å
åç¬¦æ¥æ¾](md/94.md) | re,+,* | V3.0 | âï¸âï¸âï¸ |
| 7 | [æè·å串](md/95.md) | () | V3.0 | âï¸âï¸âï¸âï¸ |
| 8 | [è´ªå¿æè·åéè´ªå¿æè·](md/96.md) | re | V1.0 | âï¸âï¸âï¸âï¸ |
| 9 | [ä½¿ç¨æ£ååå¯ç å®å
¨æ£æ¥](md/97.md) | re | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 10 | [ç¬åç¾åº¦é¦é¡µæ é¢](md/98.md) | re | V1.0 | âï¸âï¸âï¸âï¸ |
| 11 | [æ¹é转åä¸ºé©¼å³°æ ¼å¼(Camel)](md/99.md) | re | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 12 | [ä½¿ç¨æ£å夿æ¯å¦ä¸ºæ£æµ®ç¹æ°](md/102.md) | str,re,float | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 13 | [ä½¿ç¨æ£åæåæ£æ´æ°å大äº0çæµ®ç¹æ°](md/197.md) | re findall | v2 | âï¸âââ |
### è£
饰å¨è¿ä»£å¨çæå¨
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [éä¿çè§£è£
饰å¨](md/138.md) | decorator | V1.0 | âï¸âï¸âï¸ |
| 2 | [æµè¯å½æ°è¿è¡æ¶é´çè£
饰å¨](md/136.md) | decorator | V1.0 | âï¸âï¸âï¸âï¸ |
| 3 | [ç»è®¡å¼å¸¸æ¬¡æ°è£
饰å¨](md/137.md) | decorator,nonlocal | V1.5 | âï¸âï¸âï¸âï¸ |
| 4 | [å®å¶éåè¿ä»£å¨](md/139.md) | Iterator | V3.0 | âï¸âï¸âï¸âï¸ |
| 5 | [å建è¿ä»£å¨](md/53.md) | iter,`__iter__` | V1.5 | âï¸âï¸âï¸ |
| 6 | [ååè¿ä»£å¨reversed](md/56.md) | reversed | V1.0 | âï¸âï¸ |
| 7 | [zipè¿ä»£å¨](md/57.md) | zip | V1.5 | âï¸âï¸âï¸ |
| 8 | [liståç»(çæå¨ç)](md/134.md) | yield,generator | V1.0 | âï¸âï¸âï¸ |
| 9 | [å表å
¨å±å¼(çæå¨ç)](md/135.md) | list,yield,generator | V1.0 | âï¸âï¸âï¸ |
| 10 | [chain串èå°å®¹å¨ä¸ºå¤§å®¹å¨](md/84.md) | itertools,chain | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 11 | [product ä½¿ç¨æ¡ä¾](md/85.md) | product | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 12 | [ææ³¢é£å¥æ°åån项](md/126.md) | yield,range | V1.0 | âï¸âï¸âï¸ |
### ç»å¾
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [turtleç»å¶å¥¥è¿äºç¯å¾](md/140.md) | turtle | V1.0 | âï¸âï¸âï¸ |
| 2 | [turtleç»å¶æ¼«å¤©éªè±](md/141.md) | turtle | V1.0 | âï¸âï¸âï¸ |
| 3 | [Pythonè¯äºå¾](md/142.md) | WordCloud | V1.0 | âï¸âï¸â |
| 4 | [Plotlyæ±ç¶å¾åæçº¿å¾](md/143.md) | plotly | V1.0 | âï¸â |
| 5 | [seabornçåå¾](md/144.md) | seaborn | V1.0 | âï¸â |
| 6 | [Pyecharts仪表ç](md/145.md) | pyecharts | V1.0 | âï¸â |
| 7 | [Pyechartsæ¼æå¾](md/146.md) | pyecharts | V1.0 | âï¸â |
| 8 | [Pyechartsæ°´çå¾](md/147.md) | pyecharts | V1.0 | âï¸â |
| 9 | [Pyecharts饼å¾](md/148.md) | pyecharts | V1.0 | âï¸â |
| 10 | [Pyechartsæåæ å¾](md/149.md) | pyecharts | V1.0 | âï¸â |
| 11 | [Pyechartsè¯äºå¾](md/150.md) | pyecharts | V1.0 | âï¸â |
| 12 | [Pyechartsçåå¾](md/151.md) | pyecharts | V1.0 | âï¸â |
| 13 | [matplotlibç»å¶å¨å¾](md/152.md) | matplotlib | V1.0 | âï¸â |
| 14 | [seaborn pairplotå¾](md/153.md) | seaborn | V1.0 | âï¸âââ |
| 15 | [pyechartsä¼ å
¥Numpyæ°æ®ç»å¾å¤±è´¥](md/167.md) | numpy pyecharts | V1.0 | âï¸ââ |
| 16 | [å¾åå¤çå
pillow](md/169.md) | pillow | V1.0 | âï¸ââ |
### æ°æ®åæ
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [æ°æ®åæç¥å¨ï¼deepnote](./md/177.md) | deepnote | v1.0 | âï¸ââ |
| 2 | [NumPy çpadå¡«å
æ¹æ³](md/172.md) | NumPy pad | V1.0 | âï¸âââ |
| 3 | [å建ä¸å¯¹è§çº¿ä¸º1ã2ã3ã4ç对è§ç©éµ](md/173.md) | NumPy diag | V1.0 | âï¸ââ |
| 4 | [cut æ°æ®åç®±](md/174.md) | Pandas cut | v1.0 | âï¸ââ |
| 5 | [丢å¼ç©ºå¼åå¡«å
空å¼](./md/175.md) | Pandas dropna fillna | v1.0 | âï¸ââ |
| 6 | [apply æ¹æ³å»æç¹æ®å符](./md/178.md) | pandas apply | v1.0 | âï¸ââ |
| 7 | [使ç¨map对ååç¹å¾å·¥ç¨](./md/179.md) | pandas map | v1.0 | âï¸ââ |
| 8 | [categoryå转æ°å¼](./md/180.md) | pandas category | v1.0 | âï¸ââ |
| 9 | [rankæå](./md/181.md) | pandas rank | v1.0 | âï¸ââ|
| 10 | [å®ææ°æ®ä¸éæ ·ï¼è°æ´æ¥é¿ç±å°æ¶ä¸ºå¤©](./md/182.md) | pandas resample | v1.0 | âï¸ââ |
| 11 | [å¦ä½ç¨ Pandas å¿«éçææ¶é´åºåæ°æ®](./md/183.md) | pandas util | v1.0 | âï¸ââ |
| 12 | [å¦ä½å¿«éæ¾åº DataFrame ææå null å¼ä¸ªæ°](./md/184.md) | pandas isnull sum | v1.0 | âï¸ââ |
| 13 | [éæ°æåº DataFrame çå](./md/185.md) | pandas dataframe | v1.0 | âï¸ââ |
| 14 | [ä½¿ç¨ count ç»è®¡è¯æ¡ åºç°æ¬¡æ°](./md/186.md) | pandas count | v1.0 | âï¸ââ |
| 15 | [split æ±æ¶å(HH:mm)çåéå·®](./md/187.md) | pandas split | v1.0 | âï¸ââ |
| 16 | [meltéè§æ°æ®å°æå·§](./md/188.md) | pandas melt | v1.0 | âï¸ââ |
| 17 | [pivot éè§å°æå·§](./md/189.md) | pandas melt | v1.0 | âï¸ââ |
| 18 | [péæºè¯»åæä»¶çKè¡ï¼çæN个](./md/190.md) | pandas sample | v1.0 | âï¸ââ |
| 19 | [æ ¼å¼åPandasçæ¶é´å](md/191.md) | pandas apply | v1.0 | âï¸âââ |
### å
¶ä»å¸¸ç¨
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [help ä¸é®å¸®å©](md/51.md) | help | V1.0 | âï¸ |
| 2 | [è·åç¨æ·è¾å
¥](md/52.md) | input | V1.0 | âï¸ |
| 3 | [æä»¶è¯»ååmode åå¼è¡¨](md/54.md) | open,read,write,with,mode | V2.0 | âï¸âï¸âï¸ |
| 4 | [operator使ç¨ä¸¾ä¾](md/58.md) | operator | V1.0 | âï¸âï¸âï¸âï¸ |
| 5 | [ä¼ è¾json对象](md/59.md) | json | V2.0 | âï¸âï¸âï¸âï¸âï¸ |
| 6 | [è·åæä»¶åç¼å](md/103.md) | os,splitext | V1.0 | âï¸âï¸ |
| 7 | [è·åè·¯å¾ä¸çæä»¶å](md/104.md) | os,split | V1.0 | âï¸âï¸ |
| 8 | [æ¹éä¿®æ¹æä»¶åç¼](md/105.md) | argparse,listdir | V1.0 | âï¸âï¸âï¸âï¸ |
| 9 | [xlsæ¹éè½¬æ¢æxlsx](md/106.md) | os,listdir,splitext | V1.0 | âï¸âï¸âï¸âï¸ |
| 10 | [è·åæå®åç¼åçæä»¶](md/107.md) | os,listdir,splitext | V1.0 | âï¸âï¸âï¸âï¸ |
| 11 | [æ¹éå缩æä»¶](md/108.md) | zipfile | V1.0 | âï¸âï¸âï¸âï¸ |
| 12 | [32ä½å å¯](md/109.md) | hashlib | V1.0 | âï¸âï¸âï¸âï¸ |
| 13 | [å¹´çæ¥åå¾](md/110.md) | calendar | V1.0 | âï¸âï¸ |
| 14 | [夿æ¯å¦ä¸ºé°å¹´](md/111.md) | calendar | V1.0 | âï¸âï¸âï¸ |
| 15 | [夿ææå 天](md/112.md) | calendar,datetime | V1.0 | âï¸âï¸âï¸ |
| 16 | [æç第ä¸å¤©](md/113.md) | datetime | V1.0 | âï¸âï¸ |
| 17 | [æçæåä¸å¤©](md/114.md) | calendar,datetime | V1.0 | âï¸âï¸ |
| 18 | [è·åå½åæ¶é´](md/115.md) | time,datetime | V1.0 | âï¸âï¸ |
| 19 | [å符æ¶é´è½¬æ¶é´](md/116.md) | time,datetime | V1.0 | âï¸âï¸ |
| 20 | [æ¶é´è½¬å符æ¶é´](md/117.md) | time,datetime | V1.0 | âï¸âï¸ |
| 21 | [è·å¾æå¤©åç1~n天](md/133.md) | Calendar,monthrange | V4.0 | âï¸âï¸âï¸ |
| 22 | [é»è®¤å¯å¨ä¸»çº¿ç¨](md/118.md) | threading | V1.0 | âï¸âï¸ |
| 23 | [å建线ç¨](md/119.md) | threading | V1.0 | âï¸âï¸ |
| 24 | [交æ¿è·å¾CPUæ¶é´ç](md/120.md) | threading | V1.0 | âï¸âï¸âï¸ |
| 25 | [å¤çº¿ç¨æ¢å¤ºåä¸ä¸ªåé](md/121.md) | threading | V1.0 | âï¸âï¸âï¸ |
| 26 | [å¤çº¿ç¨åéç«äºå¼èµ·çé®é¢](md/122.md) | threading | V1.0 | âï¸âï¸âï¸ |
| 27 | [å¤çº¿ç¨é](md/123.md) | threading,lock | V1.0 | âï¸âï¸âï¸ |
| 28 | [æ¶é´è½¬æ°ç»åå¸¸ç¨æ ¼å¼](md/124.md) | time,datetime,format | V1.0 | âï¸âï¸âï¸ |
| 29 | [nonlocalç¨äºå
åµå½æ°ä¸](md/21.md) | nonlocal | V2.0 | âï¸âï¸âï¸âï¸âï¸ |
| 30 | [global 声æå
¨å±åé](md/22.md) | global | V2.0 | âï¸âï¸âï¸âï¸âï¸ |
| 31 | [å
±äº«åéæªç»å®ä¹å](md/156.md) | global | V1.0 | âï¸ââ |
| 32 | [ä¼å代ç å¼å¸¸è¾åºå
](md/168.md) | debugger | V1.0 | âï¸ââ |
| 33 | [ä¸è¡ä»£ç æ¾å°ç¼ç ](md/170.md) | chardet | V1.0 | âï¸ââ |
| 34 | [å建SQLiteè¿æ¥](md/192.md) | SQLite | v1.0 | âï¸âââ |
| 35 | [json对象转python对象](md/193.md) | python json | v1.0 | âï¸âââ |
| 36 | [python对象转json对象](md/194.md) | python json | v1.0 | âï¸âââ |
| 37 | [ä¸è¡ä»£ç 让 pip å®è£
å é 100 å](md/176.md) | pip install | v1.0 | âï¸ââ |
### å·¥ä½å¸¸ç¨æ¡ä¾
| å°ä¾å | 龿¥ | æ ç¾ | çæ¬ | é¾åº¦ |
| ---- | ---------------------------------- | ---- | ---- | ---- |
| 1 | [ä¸ç¨elseåifå®ç°è®¡ç®å¨](md/60.md) | operator | V1.0 | âï¸âï¸âï¸ |
| 2 | [廿æ±å¹³å](md/61.md) | list,sort,round | V1.0 | âï¸âï¸âï¸âï¸ |
| 3 | [æå°99乿³è¡¨](md/62.md) | for,range,format | V1.0 | âï¸âï¸âï¸ |
| 4 | [éå½çflatten彿°](md/63.md) | recursion,list,isinstance | V1.0 | âï¸âï¸âï¸âï¸ |
| 5 | [å表çå为n份](md/64.md) | list,ceil | V1.0 | âï¸âï¸âï¸ |
| 6 | [å缩å表](md/65.md) | list,filter | V1.0 | âï¸âï¸âï¸âï¸ |
| 7 | [æ±æ´é¿çå表](md/66.md) | max,lambda | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 8 | [æ±åè¡¨ä¼æ°](md/67.md) | max,lambda,count | V1.0 | âï¸âï¸âï¸âï¸ |
| 9 | [ææå¤ä¸ªå表çæå¤§å¼](md/68.md) | max,lambda | V1.0 | âï¸âï¸âï¸âï¸ |
| 10 | [åè¡¨æ£æ¥éå¤](md/69.md) | set | V1.0 | âï¸âï¸âï¸ |
| 11 | [æµ®ç¹æ°çå·®æ°å](md/71.md) | range,float | V1.0 | âï¸âï¸âï¸âï¸ |
| 12 | [ææ¡ä»¶åç»](md/72.md) | lambda | V1.0 | âï¸âï¸âï¸âï¸ |
| 13 | [mapå®ç°åéè¿ç®](md/73.md) | map,lambda | V1.0 | âï¸âï¸âï¸ |
| 14 | [弿大çåå
¸](md/74.md) | max,lambda | V1.0 | âï¸âï¸âï¸âï¸ |
| 15 | [å并两个åå
¸](md/75.md) | ** | V1.0 | âï¸âï¸âï¸ |
| 16 | [Topn åå
¸](md/76.md) | heapq,nlargest | V1.0 | âï¸âï¸âï¸ |
| 17 | [夿æ¯å¦ä¸ºå¼ä½è¯](md/77.md) | collections,Counter | V1.0 | âï¸âï¸âï¸ |
| 18 | [é»è¾ä¸åå¹¶åå
¸](md/78.md) | ChainMap | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 19 | [sample æ ·æ¬æ½æ ·](md/80.md) | random,sample | V1.0 | âï¸âï¸âï¸ |
| 20 | [éæ´æ°æ®é](md/81.md) | shuffle | V1.0 | âï¸âï¸âï¸ |
| 21 | [10个åååå¸çåæ ç¹](md/82.md) | random,uniform | V1.0 | âï¸âï¸âï¸ |
| 22 | [10ä¸ªé«æ¯åå¸çåæ ç¹](md/83.md) | random,gauss | V1.0 | âï¸âï¸âï¸âï¸ |
| 23 | [æ¯å¦äºä¸ºæåºè¯](md/100.md) | collections,defaultdict | V1.0 | âï¸âï¸âï¸âï¸ |
| 24 | [str1æ¯å¦ç±str2æè½¬èæ¥](md/101.md) | str | V1.0 | âï¸âï¸âï¸ |
| 25 | [寻æ¾ç¬¬n次åºç°ä½ç½®](md/125.md) | enumerator | V1.0 | âï¸âï¸âï¸ |
| 26 | [æ¾åºææéå¤å
ç´ ](md/127.md) | calendar,datetime | V1.0 | âï¸âï¸âï¸âï¸ |
| 27 | [èåç»è®¡æ¬¡æ°](md/128.md) | Counter | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 28 | [æ±ä¸¤ç¹çé¢è·ç¦»](md/199.md) | math asin | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 29 | [è·åæä»¶ç¼ç ](md/200.md) | chardet | V1.0 | âï¸âï¸âï¸âï¸âï¸ |
| 30 | [æ ¼å¼åjson串](md/201.md) | json | V1.0 | âï¸âï¸âï¸âï¸âï¸ |