本文摘自 coggle数据科学Kaggle2021TOP方案汇总Kaggle 2021年 45场比赛&优胜方案汇总

https://www.kaggle.com/c/tabular-playground-series-jan-2021

  • 比赛介绍:Practice your ML regression skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1728/1728/16104
  • 组队时间:20210102 - 20210131

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-jan-2021/discussion/216037
第2名:https://www.kaggle.com/c/tabular-playground-series-jan-2021/discussion/216070
第3名:https://www.kaggle.com/c/tabular-playground-series-jan-2021/discussion/216087
第4名:https://www.kaggle.com/c/tabular-playground-series-jan-2021/discussion/216071
第11名:https://www.kaggle.com/c/tabular-playground-series-jan-2021/discussion/216115

https://www.kaggle.com/c/tabular-playground-series-feb-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1474/1433/12553
  • 组队时间:20210201 - 20210228

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-feb-2021/discussion/222745
第2名:https://www.kaggle.com/c/tabular-playground-series-feb-2021/discussion/222762
第3名:https://www.kaggle.com/c/tabular-playground-series-feb-2021/discussion/223455
第4名:https://www.kaggle.com/c/tabular-playground-series-feb-2021/discussion/222791
第6名:https://www.kaggle.com/c/tabular-playground-series-feb-2021/discussion/222751
第11名:https://www.kaggle.com/c/tabular-playground-series-feb-2021/discussion/222798

https://www.kaggle.com/c/tabular-playground-series-mar-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1568/1495/12945
  • 组队时间:20210301 - 20210331

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-mar-2021/discussion/229833
第2名:https://www.kaggle.com/c/tabular-playground-series-mar-2021/discussion/229868
第3名:https://www.kaggle.com/c/tabular-playground-series-mar-2021/discussion/230101

March Machine Learning Mania 2021 - NCAAW

https://www.kaggle.com/c/ncaaw-march-mania-2021

  • 比赛介绍:Predict the 2021 NCAAW Basketball Tournament
  • 比赛类型:Playground
  • 人数/队伍数/提交数:508/451/836
  • 组队时间:20210225 - 20210405

优胜选手分享:

第1名:https://www.kaggle.com/c/ncaaw-march-mania-2021/discussion/231528
第2名:https://www.kaggle.com/c/ncaaw-march-mania-2021/discussion/230705
第3名:https://www.kaggle.com/c/ncaaw-march-mania-2021/discussion/232903
第4名:https://www.kaggle.com/c/ncaaw-march-mania-2021/discussion/230859

March Machine Learning Mania 2021 - NCAAW - Spread

https://www.kaggle.com/c/ncaaw-march-mania-2021-spread

  • 比赛介绍:Predict the margin of victory in the 2021 women's tournament
  • 比赛类型:Playground
  • 人数/队伍数/提交数:77/70/116
  • 组队时间:20210225 - 20210405

优胜选手分享:

第1名:https://www.kaggle.com/c/ncaaw-march-mania-2021-spread/discussion/230746

March Machine Learning Mania 2021 - NCAAM

https://www.kaggle.com/c/ncaam-march-mania-2021

  • 比赛介绍:Predict the 2021 NCAAM Basketball Tournament
  • 比赛类型:Playground
  • 人数/队伍数/提交数:791/707/1242
  • 组队时间:20210225 - 20210406

优胜选手分享:

第3名:https://www.kaggle.com/c/ncaam-march-mania-2021/discussion/231063
第15名:https://www.kaggle.com/c/ncaam-march-mania-2021/discussion/231032

March Machine Learning Mania 2021 - NCAAM - Spread

https://www.kaggle.com/c/ncaam-march-mania-2021-spread

  • 比赛介绍:Predict the margin of victory in the 2021 men's tournament
  • 比赛类型:Playground
  • 人数/队伍数/提交数:111/96/163
  • 组队时间:20210225 - 20210406

Tabular Playground Series - Apr 2021

https://www.kaggle.com/c/tabular-playground-series-apr-2021

  • 比赛介绍:Synthanic - You're going to need a bigger boat
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1306/1244/15345
  • 组队时间:20210401 - 20210430

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-apr-2021/discussion/235739
第50名:https://www.kaggle.com/c/tabular-playground-series-apr-2021/discussion/235731

Shopee - Price Match Guarantee

https://www.kaggle.com/c/shopee-product-matching

  • 比赛介绍:Determine if two products are the same by their images
  • 比赛类型:Featured
  • 人数/队伍数/提交数:3032/2426/51077
  • 组队时间:20210309 - 20210510

优胜选手分享:

第1名:https://www.kaggle.com/c/shopee-product-matching/discussion/238136
第2名:https://www.kaggle.com/c/shopee-product-matching/discussion/238022
第3名:https://www.kaggle.com/c/shopee-product-matching/discussion/238515
第4名:https://www.kaggle.com/c/shopee-product-matching/discussion/238295
第5名:https://www.kaggle.com/c/shopee-product-matching/discussion/238078
第6名:https://www.kaggle.com/c/shopee-product-matching/discussion/238010
第7名:https://www.kaggle.com/c/shopee-product-matching/discussion/238174
第8名:https://www.kaggle.com/c/shopee-product-matching/discussion/238125
第10名:https://www.kaggle.com/c/shopee-product-matching/discussion/238039
第11名:https://www.kaggle.com/c/shopee-product-matching/discussion/238181
第14名:https://www.kaggle.com/c/shopee-product-matching/discussion/238033
第15名:https://www.kaggle.com/c/shopee-product-matching/discussion/238029
第18名:https://www.kaggle.com/c/shopee-product-matching/discussion/237972
第19名:https://www.kaggle.com/c/shopee-product-matching/discussion/238146
第26名:https://www.kaggle.com/c/shopee-product-matching/discussion/238126
第37名:https://www.kaggle.com/c/shopee-product-matching/discussion/238110
第41名:https://www.kaggle.com/c/shopee-product-matching/discussion/238382
第58名:https://www.kaggle.com/c/shopee-product-matching/discussion/238708

Human Protein Atlas - Single Cell Classification

https://www.kaggle.com/c/hpa-single-cell-image-classification

  • 比赛介绍:Find individual human cell differences in microscope images
  • 比赛类型:Featured
  • 人数/队伍数/提交数:991/757/19058
  • 组队时间:20210126 - 20210511

优胜选手分享:

第3名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/239166
第5名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238487
第8名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238361
第9名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238678
第10名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238364
第12名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238343
第13名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238333
第21名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238474
第22名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238387
第23名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238512
第24名:https://www.kaggle.com/c/hpa-single-cell-image-classification/discussion/238401

Indoor Location & Navigation

https://www.kaggle.com/c/indoor-location-navigation

  • 比赛介绍:Identify the position of a smartphone in a shopping mall
  • 比赛类型:Research
  • 人数/队伍数/提交数:1446/1170/28009
  • 组队时间:20210128 - 20210517

优胜选手分享:

第1名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240176
https://github.com/ttvand/Indoor-Location-Navigation-Public
第3名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240161
第5名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240852
第7名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240259
第8名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240151
第9名:https://www.kaggle.com/c/indoor-location-navigation/discussion/239919
第11名:https://www.kaggle.com/c/indoor-location-navigation/discussion/239981
第12名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240196
第13名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240319
第14名:https://www.kaggle.com/c/indoor-location-navigation/discussion/239998
第15名:https://www.kaggle.com/c/indoor-location-navigation/discussion/240773
第16名:https://www.kaggle.com/c/indoor-location-navigation/discussion/239909
第25名:https://www.kaggle.com/c/indoor-location-navigation/discussion/239893

Hash Code 2021 - Traffic Signaling

https://www.kaggle.com/c/hashcode-2021-oqr-extension

  • 比赛介绍:Optimize city traffic in this extension of the 2021 Hash Code qualifier
  • 比赛类型:Playground
  • 人数/队伍数/提交数:189/179/825
  • 组队时间:20210225 - 20210525

优胜选手分享:

第2名:https://www.kaggle.com/sagishporer/2nd-place-solution-4508721

Herbarium 2021 - Half-Earth Challenge - FGVC8

https://www.kaggle.com/c/herbarium-2021-fgvc8

  • 比赛介绍:Identify plant species of the Americas, Oceania and the Pacific from herbarium specimens
  • 比赛类型:Research
  • 人数/队伍数/提交数:108/80/573
  • 组队时间:20210310 - 20210526

优胜选手分享:

第2名:https://www.kaggle.com/c/herbarium-2021-fgvc8/discussion/242233

Hotel-ID to Combat Human Trafficking 2021 - FGVC8

https://www.kaggle.com/c/hotel-id-2021-fgvc8

  • 比赛介绍:Recognizing hotels to aid Human trafficking investigations
  • 比赛类型:Research
  • 人数/队伍数/提交数:129/92/1083
  • 组队时间:20210310 - 20210526

优胜选手分享:

第1名:https://www.kaggle.com/c/hotel-id-2021-fgvc8/discussion/242087
第8名:https://www.kaggle.com/c/hotel-id-2021-fgvc8/discussion/242207
第14名:https://www.kaggle.com/c/hotel-id-2021-fgvc8/discussion/242030

Plant Pathology 2021 - FGVC8

https://www.kaggle.com/c/plant-pathology-2021-fgvc8

  • 比赛介绍:Identify the category of foliar diseases in apple trees
  • 比赛类型:Research
  • 人数/队伍数/提交数:857/626/10483
  • 组队时间:20210315 - 20210526

优胜选手分享:

第1名:https://www.kaggle.com/c/plant-pathology-2021-fgvc8/discussion/243042
第2名:https://www.kaggle.com/c/plant-pathology-2021-fgvc8/discussion/242843
第3名:https://www.kaggle.com/c/plant-pathology-2021-fgvc8/discussion/242454

iWildcam 2021 - FGVC8

https://www.kaggle.com/c/iwildcam2021-fgvc8

  • 比赛介绍:Count the number of animals of each species present in a sequence of images
  • 比赛类型:Research
  • 人数/队伍数/提交数:65/42/579
  • 组队时间:20210310 - 20210528

优胜选手分享:

第1名:https://www.kaggle.com/c/iwildcam2021-fgvc8/discussion/245460
第2名:https://www.kaggle.com/c/iwildcam2021-fgvc8/discussion/245559
第3名:https://www.kaggle.com/c/iwildcam2021-fgvc8/discussion/244950
第4名:https://www.kaggle.com/c/iwildcam2021-fgvc8/discussion/243509
第7名:https://www.kaggle.com/c/iwildcam2021-fgvc8/discussion/242978

Tabular Playground Series - May 2021

https://www.kaggle.com/c/tabular-playground-series-may-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1150/1097/11614
  • 组队时间:20210501 - 20210531

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-may-2021/discussion/243054
第3名:https://www.kaggle.com/c/tabular-playground-series-may-2021/discussion/243093
第13名:https://www.kaggle.com/c/tabular-playground-series-may-2021/discussion/243028

BirdCLEF 2021 - Birdcall Identification

https://www.kaggle.com/c/birdclef-2021

  • 比赛介绍:Identify bird calls in soundscape recordings
  • 比赛类型:Research
  • 人数/队伍数/提交数:1001/816/9307
  • 组队时间:20210401 - 20210601

优胜选手分享:

第1名:https://www.kaggle.com/c/birdclef-2021/discussion/243927
第2名:https://www.kaggle.com/c/birdclef-2021/discussion/243463
第4名:https://www.kaggle.com/c/birdclef-2021/discussion/243293
第5名:https://www.kaggle.com/c/birdclef-2021/discussion/243351
第8名:https://www.kaggle.com/c/birdclef-2021/discussion/243756
第9名:https://www.kaggle.com/c/birdclef-2021/discussion/243324
第11名:https://www.kaggle.com/c/birdclef-2021/discussion/243360

Bristol-Myers Squibb – Molecular Translation

https://www.kaggle.com/c/bms-molecular-translation

  • 比赛介绍:Can you translate chemical images to text?
  • 比赛类型:Featured
  • 人数/队伍数/提交数:1171/874/10237
  • 组队时间:20210302 - 20210603

优胜选手分享:

第3名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243932
第4名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243787
第5名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243943
第6名:https://www.kaggle.com/c/bms-molecular-translation/discussion/245704
第7名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243779
第8名:https://www.kaggle.com/c/bms-molecular-translation/discussion/244078
第9名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243761
第10名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243766
第12名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243824
第13名:https://www.kaggle.com/c/bms-molecular-translation/discussion/244166
第24名:https://www.kaggle.com/c/bms-molecular-translation/discussion/243917

Coleridge Initiative - Show US the Data

https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data

  • 比赛介绍:Discover how data is used for the public good
  • 比赛类型:Featured
  • 人数/队伍数/提交数:1948/1610/25957
  • 组队时间:20210323 - 20210622

优胜选手分享:

第1名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248253
第2名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248296
第5名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248300
第6名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248496
第13名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248541
第14名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248511
第17名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248657
第23名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248680
第44名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248386
第47名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248254
第55名:https://www.kaggle.com/c/coleridgeinitiative-show-us-the-data/discussion/248305

Tabular Playground Series - Jun 2021

https://www.kaggle.com/c/tabular-playground-series-jun-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1209/1171/11888
  • 组队时间:20210601 - 20210630

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-jun-2021/discussion/250046
第2名:https://www.kaggle.com/c/tabular-playground-series-jun-2021/discussion/250060

Tabular Playground Series - Jul 2021

https://www.kaggle.com/c/tabular-playground-series-jul-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1346/1293/13534
  • 组队时间:20210701 - 20210731

CommonLit Readability Prize

https://www.kaggle.com/c/commonlitreadabilityprize

  • 比赛介绍:Rate the complexity of literary passages for grades 3-12 classroom use
  • 比赛类型:Featured
  • 人数/队伍数/提交数:4393/3633/72150
  • 组队时间:20210503 - 20210802

优胜选手分享:

第1名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/257844
第2名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/258328
第3名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/258095
第4名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/258148
第6名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/258554
第15名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/260800
第20名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/257281
第40名:https://www.kaggle.com/c/commonlitreadabilityprize/discussion/258363

Google Smartphone Decimeter Challenge

https://www.kaggle.com/c/google-smartphone-decimeter-challenge

  • 比赛介绍:Improve high precision GNSS positioning and navigation accuracy on smartphones
  • 比赛类型:Research
  • 人数/队伍数/提交数:985/810/16802
  • 组队时间:20210512 - 20210804

优胜选手分享:

第1名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/262406
第2名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/261876
第3名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/262355
第5名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/261746
第6名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/262195
第7名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/261732
第8名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/262074
第18名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/261774
第19名:https://www.kaggle.com/c/google-smartphone-decimeter-challenge/discussion/262941

Hungry Geese

https://www.kaggle.com/c/hungry-geese

  • 比赛介绍:Don't. Stop. Eating.
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1039/875/33296
  • 组队时间:20210126 - 20210809

优胜选手分享:

第1名:https://www.kaggle.com/c/hungry-geese/discussion/263279
第2名:https://www.kaggle.com/c/hungry-geese/discussion/263686
第3名:https://www.kaggle.com/c/hungry-geese/discussion/263735
第4名:https://www.kaggle.com/c/hungry-geese/discussion/263690
第5名:https://www.kaggle.com/c/hungry-geese/discussion/263702
第6名:https://www.kaggle.com/c/hungry-geese/discussion/263916
第7名:https://www.kaggle.com/c/hungry-geese/discussion/263486
第8名:https://www.kaggle.com/c/hungry-geese/discussion/264015
第9名:https://www.kaggle.com/c/hungry-geese/discussion/255931
第10名:https://www.kaggle.com/shoheiazuma/10th-place-solution
第11名:https://www.kaggle.com/c/hungry-geese/discussion/263655
第28名:https://www.kaggle.com/c/hungry-geese/discussion/263709

SIIM-FISABIO-RSNA COVID-19 Detection

https://www.kaggle.com/c/siim-covid19-detection

  • 比赛介绍:Identify and localize COVID-19 abnormalities on chest radiographs
  • 比赛类型:Featured
  • 人数/队伍数/提交数:1786/1305/32307
  • 组队时间:20210518 - 20210809

优胜选手分享:

第1名:https://www.kaggle.com/c/siim-covid19-detection/discussion/263658
第2名:https://www.kaggle.com/c/siim-covid19-detection/discussion/263674
第3名:https://www.kaggle.com/c/siim-covid19-detection/discussion/263654
第4名:https://www.kaggle.com/c/siim-covid19-detection/discussion/264243
第5名:https://www.kaggle.com/c/siim-covid19-detection/discussion/263945
第9名:https://www.kaggle.com/c/siim-covid19-detection/discussion/265583
第10名:https://www.kaggle.com/c/siim-covid19-detection/discussion/263683

SETI Breakthrough Listen - E.T. Signal Search

https://www.kaggle.com/c/seti-breakthrough-listen

  • 比赛介绍:Find extraterrestrial signals in data from deep space
  • 比赛类型:Research
  • 人数/队伍数/提交数:979/768/17367
  • 组队时间:20210510 - 20210818

优胜选手分享:

第1名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266385
第2名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266397
第3名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266403
第4名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266396
第5名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266394
第6名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266460
第8名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266619
第9名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266852
第10名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266417
第12名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266711
第15名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266480
第58名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266662
第86名:https://www.kaggle.com/c/seti-breakthrough-listen/discussion/266534

Tabular Playground Series - Aug 2021

https://www.kaggle.com/c/tabular-playground-series-aug-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1841/1753/16696
  • 组队时间:20210801 - 20210831

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-aug-2021/discussion/270051

MLB Player Digital Engagement Forecasting

https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting

  • 比赛介绍:Predict fan engagement with baseball player digital content
  • 比赛类型:Featured
  • 人数/队伍数/提交数:None/852/660
  • 组队时间:20210610 - 20210909

优胜选手分享:

第1名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/274255
第2名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/274661
第3名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/256620
第5名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/271345
第6名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/271890
第8名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/271683
第11名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/264396
第22名:https://www.kaggle.com/c/mlb-player-digital-engagement-forecasting/discussion/261020

G2Net Gravitational Wave Detection

https://www.kaggle.com/c/g2net-gravitational-wave-detection

  • 比赛介绍:Find gravitational wave signals from binary black hole collisions
  • 比赛类型:Research
  • 人数/队伍数/提交数:1501/1219/28222
  • 组队时间:20210630 - 20210929

优胜选手分享:

第1名:https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/275476
第2名:https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/275341
第3名:https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/275617
第4名:https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/275331
第8名:https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/275335
第18名:https://www.kaggle.com/c/g2net-gravitational-wave-detection/discussion/275318

LearnPlatform COVID-19 Impact on Digital Learning

https://www.kaggle.com/c/learnplatform-covid19-impact-on-digital-learning

  • 比赛介绍:Use digital learning data to analyze the impact of COVID-19 on student learning
  • 比赛类型:Analytics
  • 人数/队伍数/提交数:0/0/0
  • 组队时间:20210802 - 20210930

Tabular Playground Series - Sep 2021

https://www.kaggle.com/c/tabular-playground-series-sep-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:2060/1942/18394
  • 组队时间:20210901 - 20210930

优胜选手分享:

第2名:https://www.kaggle.com/c/tabular-playground-series-sep-2021/discussion/275740

Google Landmark Retrieval 2021

https://www.kaggle.com/c/landmark-retrieval-2021

  • 比赛介绍:Given an image, can you find all of the same landmarks in a dataset?
  • 比赛类型:Research
  • 人数/队伍数/提交数:392/263/6782
  • 组队时间:20210811 - 20211001

优胜选手分享:

第1名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/277099
第2名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/277273
第3名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/277382
第5名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/275955
第6名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/276632
第11名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/276338
第13名:https://www.kaggle.com/c/landmark-retrieval-2021/discussion/275924

Google Landmark Recognition 2021

https://www.kaggle.com/c/landmark-recognition-2021

  • 比赛介绍:Label famous, and not-so-famous, landmarks in images
  • 比赛类型:Research
  • 人数/队伍数/提交数:525/383/8717
  • 组队时间:20210811 - 20211001

优胜选手分享:

第1名:https://www.kaggle.com/c/landmark-recognition-2021/discussion/277098
第3名:https://www.kaggle.com/c/landmark-recognition-2021/discussion/275870
第4名:https://www.kaggle.com/c/landmark-recognition-2021/discussion/277386
第5名:https://www.kaggle.com/c/landmark-recognition-2021/discussion/275876
第8名:https://www.kaggle.com/c/landmark-recognition-2021/discussion/276636

RSNA-MICCAI Brain Tumor Radiogenomic Classification

https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification

  • 比赛介绍:Predict the status of a genetic biomarker important for brain cancer treatment
  • 比赛类型:Featured
  • 人数/队伍数/提交数:1958/1555/27466
  • 组队时间:20210713 - 20211015

优胜选手分享:

第1名:https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/281347
第2名:https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280033
第4名:https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280029
第6名:https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/280402
第9名:https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/279826
第12名:https://www.kaggle.com/c/rsna-miccai-brain-tumor-radiogenomic-classification/discussion/279832

Tabular Playground Series - Oct 2021

https://www.kaggle.com/c/tabular-playground-series-oct-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1124/1089/10119
  • 组队时间:20211001 - 20211031

优胜选手分享:

第1名:https://www.kaggle.com/c/tabular-playground-series-oct-2021/discussion/284511
第3名:https://www.kaggle.com/c/tabular-playground-series-oct-2021/discussion/284594
第4名:https://www.kaggle.com/c/tabular-playground-series-oct-2021/discussion/284560
第9名:https://www.kaggle.com/c/tabular-playground-series-oct-2021/discussion/284492

NFL Health & Safety - Helmet Assignment

https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment

  • 比赛介绍:Segment and label helmets in video footage
  • 比赛类型:Featured
  • 人数/队伍数/提交数:1028/825/12600
  • 组队时间:20210810 - 20211102

优胜选手分享:

第1名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/284975
第2名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285112
第3名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285076
第4名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285007
第5名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285286
第9名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/284940
第10名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/284945
第11名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285156
第21名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285065
第22名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285179
第23名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285285
第25名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285153
第30名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285127
第39名:https://www.kaggle.com/c/nfl-health-and-safety-helmet-assignment/discussion/285059

Google Brain - Ventilator Pressure Prediction

https://www.kaggle.com/c/ventilator-pressure-prediction

  • 比赛介绍:Simulate a ventilator connected to a sedated patient's lung
  • 比赛类型:Research
  • 人数/队伍数/提交数:3118/2605/46281
  • 组队时间:20210922 - 20211103

优胜选手分享:

第1名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285965
第2名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285283
第3名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285330
第4名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285278
第5名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285402
第6名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285282
第9名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285353
第13名:https://www.kaggle.com/c/ventilator-pressure-prediction/discussion/285435

Chaii - Hindi and Tamil Question Answering

https://www.kaggle.com/c/chaii-hindi-and-tamil-question-answering

  • 比赛介绍:Identify the answer to questions found in Indian language passages
  • 比赛类型:Research
  • 人数/队伍数/提交数:1148/943/18727
  • 组队时间:20210811 - 20211115

优胜选手分享:

第1名:https://www.kaggle.com/c/chaii-hindi-and-tamil-question-answering/discussion/287923
第2名:https://www.kaggle.com/c/chaii-hindi-and-tamil-question-answering/discussion/287917
第5名:https://www.kaggle.com/c/chaii-hindi-and-tamil-question-answering/discussion/288049
第17名:https://www.kaggle.com/c/chaii-hindi-and-tamil-question-answering/discussion/287914

2021 Kaggle Machine Learning & Data Science Survey

https://www.kaggle.com/c/kaggle-survey-2021

  • 比赛介绍:The most comprehensive dataset available on the state of ML and data science
  • 比赛类型:Analytics
  • 人数/队伍数/提交数:0/0/0
  • 组队时间:20211014 - 20211128

Tabular Playground Series - Nov 2021

https://www.kaggle.com/c/tabular-playground-series-nov-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1422/1362/14710
  • 组队时间:20211101 - 20211130

优胜选手分享:

第3名:https://www.kaggle.com/c/tabular-playground-series-nov-2021/discussion/291766

Wikipedia - Image/Caption Matching

https://www.kaggle.com/c/wikipedia-image-caption

  • 比赛介绍:Retrieve captions based on images
  • 比赛类型:Playground
  • 人数/队伍数/提交数:121/105/548
  • 组队时间:20210913 - 20211209

Lux AI

https://www.kaggle.com/c/lux-ai-2021

  • 比赛介绍:Gather the most resources and survive the night!
  • 比赛类型:Featured
  • 人数/队伍数/提交数:1464/1186/22507
  • 组队时间:20210816 - 20211220

优胜选手分享:

第4名:https://www.kaggle.com/c/lux-ai-2021/discussion/296938
第5名:https://www.kaggle.com/c/lux-ai-2021/discussion/293911
第6名:https://www.kaggle.com/c/lux-ai-2021/discussion/293776
第8名:https://www.kaggle.com/c/lux-ai-2021/discussion/294603
第12名:https://www.kaggle.com/c/lux-ai-2021/discussion/293953
第16名:https://www.kaggle.com/c/lux-ai-2021/discussion/293835
第20名:https://www.kaggle.com/c/lux-ai-2021/discussion/294098

Sartorius - Cell Instance Segmentation

https://www.kaggle.com/c/sartorius-cell-instance-segmentation

  • 比赛介绍:Detect single neuronal cells in microscopy images
  • 比赛类型:Featured
  • 人数/队伍数/提交数:2058/1559/34378
  • 组队时间:20211014 - 20211230

优胜选手分享:

第1名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/298869
第2名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/297988
第4名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/298021
第5名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/298081
第6名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/297986
第8名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/297998
第9名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/297985
第11名:https://www.kaggle.com/c/sartorius-cell-instance-segmentation/discussion/298038

Tabular Playground Series - Dec 2021

https://www.kaggle.com/c/tabular-playground-series-dec-2021

  • 比赛介绍:Practice your ML skills on this approachable dataset!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:1234/1188/12524
  • 组队时间:20211201 - 20211231

优胜选手分享:

第2名:https://www.kaggle.com/c/tabular-playground-series-dec-2021/discussion/298304

2021年Kaggle所有赛事TOP方案汇总相关推荐

  1. 【数据竞赛】2020 Kaggle 10大竞赛方案汇总

    作者: 尘沙黑夜 2020 Kaggle 10大竞赛方案汇总 1  2020kaggle精选10大赛事汇总 1.1  2019 Data Science Bowl(3493只队伍) 1.2  Tens ...

  2. 北工大计算机系保研,2022推荐免试:北京工业大学2021年保研夏令营活动方案汇总...

    2022考研想要申请推荐免试研究生(即保研)的考生注意啦,现在已经有大学开始陆续开放保研夏令营报名了.要知道,很多重点大学都将保研夏令营作为选拔推荐免试研究生的重要方式,有的甚至是唯一选拔方式,大家千 ...

  3. 2020、2021、2022数控机床数据采集方案汇总

    一.机床数据采集应用背景 随着当下智能制造和工业4.0的热度发展,同时大数据.边缘计算等技术的兴起,实时记录设备的各类运行数据,成为目前比较火的一个行业,部分厂家仅仅以此为契机,便收获几千万的融资:机 ...

  4. 干货 | 2019 数据竞赛TOP方案合集

    2020一起学习 特意准备一份数据竞赛大礼包送给大家! 呕心沥血.不眠不休整理了 2019 经典赛事TOP方案大汇总 助力大家在新的一年奖金拿到手软! 疫情当前 注意防护.不要生病! CCF大数据与计 ...

  5. 【竞赛相关】Kaggle竞赛宝典国内外竞赛方案汇总

    本文汇总了kaggle竞赛宝典将近50个竞赛的Top方案&思路&代码. 2019年度所有国内外竞赛汇总 干货 | 2019 数据竞赛TOP方案合集 数据竞赛2019年度年鉴发布(250 ...

  6. 【数据竞赛】Kaggle竞赛宝典国内外竞赛方案汇总

    本文汇总了kaggle竞赛宝典将近50个竞赛的Top方案&思路&代码.关注"kaggle竞赛宝典"并在后台输入"竞赛宝典",还将获得5个kagg ...

  7. 太强了!Kaggle竞赛宝典方案汇总

    kaggle竞赛宝典公众号建立的初衷是希望将很多经典比赛的方案写成案例的形式,每个步骤都配有一定的阐述,讲述某些操作为什么有效等,希望可以帮助更多的新手快速入门(太多的开源只有代码,看代码的时间是巨大 ...

  8. 宁波大学考研复试C语言设计,2021年宁波大学考研复试名单及复试方案汇总

    2021年宁波大学考研复试名单及复试方案汇总 001商学院:http://nbubs.nbu.edu.cn/sydt/ltx.htm 商学院2021年硕士研究生招生复试录取办法,复试时间:3月29日 ...

  9. Kaggle竞赛宝典方案汇总

    kaggle竞赛宝典公众号建立的初衷是希望将很多经典比赛的方案写成案例的形式,每个步骤都配有一定的阐述,讲述某些操作为什么有效等,希望可以帮助更多的新手快速入门(太多的开源只有代码,看代码的时间是巨大 ...

最新文章

  1. 【题解】P3052 [USACO12MAR]摩天大楼里的奶牛Cows in a Skyscraper
  2. 在Linux下查看共享文件夹
  3. 【一周算法实践集训】_【模型构建】_baseline
  4. gearman简介及安装使用
  5. weblogic调优的经过
  6. rtsp协议_如何在RTSP协议视频智能平台EasyNVR未登录的情况下调用通道直播的接口?...
  7. openshift_在OpenShift上扩展Java EE微服务
  8. JavaWeb 基于jsp+javabean+servlet+mongodb 增删改查
  9. 救救孩子?强制实名游戏不足四成 青少年视力保护状况堪忧
  10. wacom win10 未连接任何设备 驱动的问题 解决影拓3手绘板等老设备驱动无法在win10使用的问题
  11. 南方cass提取坐标生成表格_如何利用EXCEL随机生成测量点坐标导入南方CASS中计算土方量...
  12. 一键seo提交收录_做SEO优化长尾关键词排名你需要这些网站收录提交入口资源
  13. 大话UWB技术之核心命脉:TDOA与TOF
  14. OpenNI2的安装教程
  15. 科技新品 | 索尼可换镜头Vlog相机;LG电子全球首款卷曲屏电视;卡西欧《吃豆人》合作款数码手表...
  16. 纸牌游戏新版小猫钓鱼设计制作
  17. grant change notification to 用户名的探究
  18. week9 - B - 东东学打牌
  19. 修改图片大小尺寸如何操作?修改图片大小尺寸的作用
  20. jsp SpringMVC 前台页面集成Markdown编辑器及在页面上实现文档编辑保存预下载

热门文章

  1. 2.异步回调检测线程结束
  2. JavaScript中的各种宽高以及位置总结
  3. Codeforces Round #301 (Div. 2) B. School Marks
  4. Zen Coding css,html缩写替换大观 快速写出html,css
  5. pku 1191 棋盘分割 DP / 记忆化搜索
  6. 不唐突的JavaScript的七条准则
  7. TRIE - Data Structure
  8. xs资料网-冲压模图档下载_伺服冲床能做的精密冲压件都有哪些?!
  9. linux系统实用脚本,常用linux系统命令及简单小脚本
  10. SQLite学习手册(开篇)