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Kaggle API 配置方法与基本使用方法【Ubuntu Server 21.04】

2021/8/20 21:17:56 浏览:

一、安装

出错的样子

❯ pip install kaggle
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x7ff7a807c8e0>: Failed to establish a new connection: [Errno -3] Temporary failure in name resolution')': /simple/kaggle/
WARNING: Retrying (Retry(total=3, connect=None, read=None, redirect=None, status=None)) after connection broken by 'NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x7ff7a807c7c0>: Failed to establish a new connection: [Errno -3] Temporary failure in name resolution')': /simple/kaggle/
WARNING: Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x7ff7a807c5e0>: Failed to establish a new connection: [Errno -3] Temporary failure in name resolution')': /simple/kaggle/
WARNING: Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x7ff7a800b040>: Failed to establish a new connection: [Errno -3] Temporary failure in name resolution')': /simple/kaggle/

如果提示上面的错,说明你的网络不通,请检查科学上午问题。

正确的样子:

❯ pip install kaggle
❯ 

二、配置环境变量

我的是zsh

# export MANPATH="/usr/local/man:$MANPATH"
export PATH="/home/name/.local/bin:$PATH"
# You may need to manually set your language environment
# export LANG=en_US.UTF-

三、从kaggle下载token

四、讲kaggle.json放进./kaggle

五、查看比赛

❯ kaggle competitions list                 
ref                                                  deadline             category            reward  teamCount  userHasEntered  
---------------------------------------------------  -------------------  ---------------  ---------  ---------  --------------  
contradictory-my-dear-watson                         2030-07-01 23:59:00  Getting Started     Prizes         61           False  
gan-getting-started                                  2030-07-01 23:59:00  Getting Started     Prizes        139           False  
tpu-getting-started                                  2030-06-03 23:59:00  Getting Started  Knowledge        189           False  
digit-recognizer                                     2030-01-01 00:00:00  Getting Started  Knowledge       1581           False  
titanic                                              2030-01-01 00:00:00  Getting Started  Knowledge      49952           False  
house-prices-advanced-regression-techniques          2030-01-01 00:00:00  Getting Started  Knowledge       4538            True  
connectx                                             2030-01-01 00:00:00  Getting Started  Knowledge        273           False  
nlp-getting-started                                  2030-01-01 00:00:00  Getting Started  Knowledge        920           False  
competitive-data-science-predict-future-sales        2022-12-31 23:59:00  Playground           Kudos      12365            True  
lux-ai-2021                                          2021-12-06 23:59:00  Featured           $10,000         87           False  
chaii-hindi-and-tamil-question-answering             2021-11-15 23:59:00  Research           $10,000        183           False  
nfl-health-and-safety-helmet-assignment              2021-11-02 23:59:00  Featured          $100,000         87           False  
rsna-miccai-brain-tumor-radiogenomic-classification  2021-10-15 23:59:00  Featured           $30,000        745           False  
landmark-retrieval-2021                              2021-10-01 23:59:00  Research              Swag         16           False  
landmark-recognition-2021                            2021-10-01 23:59:00  Research              Swag         45           False  
learnplatform-covid19-impact-on-digital-learning     2021-09-30 23:59:00  Analytics          $20,000          0           False  
g2net-gravitational-wave-detection                   2021-09-29 23:59:00  Research           $15,000        722           False  
optiver-realized-volatility-prediction               2021-09-27 23:59:00  Featured          $100,000       2428           False  
mlb-player-digital-engagement-forecasting            2021-09-15 23:59:00  Featured           $50,000        852           False  
tabular-playground-series-aug-2021                   2021-08-31 23:59:00  Playground            Swag       1360           False  

六、查看数据集

❯ kaggle datasets list    
ref                                                         title                                              size  lastUpdated          downloadCount  voteCount  usabilityRating  
----------------------------------------------------------  ------------------------------------------------  -----  -------------------  -------------  ---------  ---------------  
gpreda/reddit-vaccine-myths                                 Reddit Vaccine Myths                              233KB  2021-08-20 08:51:07          10941        901  1.0              
crowww/a-large-scale-fish-dataset                           A Large Scale Fish Dataset                          3GB  2021-04-28 17:03:01           6697        496  0.9375           
imsparsh/musicnet-dataset                                   MusicNet Dataset                                   22GB  2021-02-18 14:12:19           2529        187  1.0              
dhruvildave/wikibooks-dataset                               Wikibooks Dataset                                   2GB  2021-07-03 18:37:20           2684        202  1.0              
promptcloud/careerbuilder-job-listing-2020                  Careerbuilder Job Listing 2020                     42MB  2021-03-05 06:59:52           1662         65  1.0              
fatiimaezzahra/famous-iconic-women                          Famous Iconic Women                               838MB  2021-02-28 14:56:00           1154         90  0.75             
mathurinache/twitter-edge-nodes                             Twitter Edge Nodes                                342MB  2021-03-08 06:43:04            801         75  1.0              
nickuzmenkov/nih-chest-xrays-tfrecords                      NIH Chest X-rays TFRecords                         11GB  2021-03-09 04:49:23            974         51  0.9411765        
alsgroup/end-als                                            End ALS Kaggle Challenge                           12GB  2021-04-08 12:16:37            845        124  0.9375           
simiotic/github-code-snippets                               GitHub Code Snippets                                7GB  2021-03-03 11:34:39            290         57  1.0              
coloradokb/dandelionimages                                  DandelionImages                                     4GB  2021-02-19 20:03:47            722         35  0.75             
mathurinache/the-lj-speech-dataset                          The LJ Speech Dataset                               3GB  2021-02-15 09:19:54            296         39  1.0              
imsparsh/accentdb-core-extended                             AccentDB - Core & Extended                          6GB  2021-02-17 14:22:54            134         27  0.875            
landrykezebou/lvzhdr-tone-mapping-benchmark-dataset-tmonet  LVZ-HDR Tone Mapping Benchmark Dataset (TMO-Net)   24GB  2021-03-01 05:03:40            175         25  0.6875           
stuartjames/lights                                          LightS: Light Specularity Dataset                  18GB  2021-02-18 14:32:26            124         25  0.6875           
nickuzmenkov/ranzcr-clip-kfold-tfrecords                    RANZCR CLiP KFold TFRecords                         2GB  2021-02-21 13:29:51            122         20  0.875            
datasnaek/youtube-new                                       Trending YouTube Video Statistics                 201MB  2019-06-03 00:56:47         146894       4109  0.7941176        
zynicide/wine-reviews                                       Wine Reviews                                       51MB  2017-11-27 17:08:04         142187       3129  0.7941176        
residentmario/ramen-ratings                                 Ramen Ratings                                      40KB  2018-01-11 16:04:39          25905        636  0.7058824        
datasnaek/chess                                             Chess Game Dataset (Lichess)                        3MB  2017-09-04 03:09:09          20891        790  0.8235294 

七、参考大佬

https://blog.csdn.net/Zenor_one/article/details/88727274

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