【竞赛相关】Kaggle活跃竞赛(12月汇总)

机器学习初学者

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2020-12-22 17:25

圣诞节将至,为了方便大家顺利完成的竞赛。我们整理了现有Kaggle平台上的比赛信息,加油奥利给!

Research赛题

HuBMAP: Hacking the Kidney

  • 比赛链接:https://www.kaggle.com/c/hubmap-kidney-segmentation
  • 比赛介绍:Identify glomeruli in human kidney tissue images
  • 比赛类型:语义分割
  • 人数/队伍数/提交数:1238/186/1238
  • 组队截止:20210119
  • 比赛截止:20210201

Rainforest Connection Species Audio Detection

  • 比赛链接:https://www.kaggle.com/c/rfcx-species-audio-detection
  • 比赛介绍:Automate the detection of bird and frog species in a tropical soundscape
  • 比赛类型:音频分类
  • 人数/队伍数/提交数:2088/290/2088
  • 组队截止:20210210
  • 比赛截止:20210217

Cassava Leaf Disease Classification

  • 比赛链接:https://www.kaggle.com/c/cassava-leaf-disease-classification
  • 比赛介绍:Identify the type of disease present on a Cassava Leaf image
  • 比赛类型:图像分类
  • 人数/队伍数/提交数:5335/834/5335
  • 组队截止:20210211
  • 比赛截止:20210218

Featured 赛题

NFL 1st and Future - Impact Detection

  • 比赛链接:https://www.kaggle.com/c/nfl-impact-detection
  • 比赛介绍:Detect helmet impacts in videos of NFL plays
  • 比赛类型:视频识别
  • 人数/队伍数/提交数:444/98/444
  • 组队截止:20201228
  • 比赛截止:20210104

Riiid! Answer Correctness Prediction

  • 比赛链接:https://www.kaggle.com/c/riiid-test-answer-prediction
  • 比赛介绍:Track knowledge states of 1M+ students in the wild
  • 比赛类型:结构化、二分类
  • 人数/队伍数/提交数:26381/2223/26381
  • 组队截止:20201231
  • 比赛截止:20210107

Jane Street Market Prediction

  • 比赛链接:https://www.kaggle.com/c/jane-street-market-prediction
  • 比赛介绍:Test your model against future real market data
  • 比赛类型:金融量化
  • 人数/队伍数/提交数:3416/628/3416
  • 组队截止:20210215
  • 比赛截止:20210222

Analytics赛题

NFL Big Data Bowl 2021

  • 比赛链接:https://www.kaggle.com/c/nfl-big-data-bowl-2021
  • 比赛介绍:Help evaluate defensive performance on passing plays
  • 比赛类型:Analytics
  • 人数/队伍数/提交数:0/0/0
  • 组队截止:20210105
  • 比赛截止:20210105

2020 Kaggle ML & DS Survey

  • 比赛链接:https://www.kaggle.com/c/kaggle-survey-2020
  • 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
  • 组队截止:20210106
  • 比赛截止:20210106

Playground赛题

INGV - Volcanic Eruption Prediction

  • 比赛链接:https://www.kaggle.com/c/predict-volcanic-eruptions-ingv-oe
  • 比赛介绍:Discover hidden precursors in geophysical data to help emergency response
  • 比赛类型:Playground
  • 人数/队伍数/提交数:4126/364/4126
  • 组队截止:20201228
  • 比赛截止:20201228

Predict Future Sales

  • 比赛链接:https://www.kaggle.com/c/competitive-data-science-predict-future-sales
  • 比赛介绍:Final project for "How to win a data science competition" Coursera course
  • 比赛类型:Playground
  • 人数/队伍数/提交数:89230/9702/89230
  • 组队截止:20201231
  • 比赛截止:20201231

Halite by Two Sigma - Playground Edition

  • 比赛链接:https://www.kaggle.com/c/halite-iv-playground-edition
  • 比赛介绍:Collect the most halite during your match in space
  • 比赛类型:Playground
  • 人数/队伍数/提交数:144/54/144
  • 组队截止:20201231
  • 比赛截止:20201231

Rock, Paper, Scissors

  • 比赛链接:https://www.kaggle.com/c/rock-paper-scissors
  • 比赛介绍:Shoot!
  • 比赛类型:Playground
  • 人数/队伍数/提交数:12021/964/12021
  • 组队截止:20210201
  • 比赛截止:20210201

Digit Recognizer

  • 比赛链接:https://www.kaggle.com/c/digit-recognizer
  • 比赛介绍:Learn computer vision fundamentals with the famous MNIST data
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:7787/2469/7787
  • 组队截止:20300101
  • 比赛截止:20300101

Getting Started赛题

Titanic: Machine Learning from Disaster

  • 比赛链接:https://www.kaggle.com/c/titanic
  • 比赛介绍:Start here! Predict survival on the Titanic and get familiar with ML basics
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:89414/18929/89414
  • 组队截止:20300101
  • 比赛截止:20300101

House Prices: Advanced Regression Techniques

  • 比赛链接:https://www.kaggle.com/c/house-prices-advanced-regression-techniques
  • 比赛介绍:Predict sales prices and practice feature engineering, RFs, and gradient boosting
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:29545/4801/29545
  • 组队截止:20300101
  • 比赛截止:20300101

Connect X

  • 比赛链接:https://www.kaggle.com/c/connectx
  • 比赛介绍:Connect your checkers in a row before your opponent!
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:1180/432/1180
  • 组队截止:20300101
  • 比赛截止:20300101

Real or Not? NLP with Disaster Tweets

  • 比赛链接:https://www.kaggle.com/c/nlp-getting-started
  • 比赛介绍:Predict which Tweets are about real disasters and which ones are not
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:5382/1309/5382
  • 组队截止:20300101
  • 比赛截止:20300101

Petals to the Metal: Flower Classification on TPU

  • 比赛链接:https://www.kaggle.com/c/tpu-getting-started
  • 比赛介绍:Getting Started with TPUs on Kaggle!
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:1135/276/1135
  • 组队截止:20300603
  • 比赛截止:20300603

Contradictory, My Dear Watson

  • 比赛链接:https://www.kaggle.com/c/contradictory-my-dear-watson
  • 比赛介绍:Detecting contradiction and entailment in multilingual text using TPUs
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:214/84/214
  • 组队截止:20300701
  • 比赛截止:20300701

I’m Something of a Painter Myself

  • 比赛链接:https://www.kaggle.com/c/gan-getting-started
  • 比赛介绍:Use GANs to create art - will you be the next Monet?
  • 比赛类型:Getting Started
  • 人数/队伍数/提交数:804/182/804
  • 组队截止:20300701
  • 比赛截止:20300701

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