Kaggle​所有量化竞赛汇总!(含所有Top方案)

文摘   2024-10-19 22:44   江苏  


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Kaggle所有量化竞赛汇总

简介
 

最近Jane Street又在kaggle出了一个量化预测大赛,便将Kaggle历史所有的量化竞赛汇总一番,供大家参考。


对应历史竞赛汇总

本文我们汇总Kaggle和金融相关的竞赛,如果对金融量化建模的小伙伴学习和参考。如有遗漏,欢迎留言补充。

0. Jane Street Real-Time Market Data Forecasting

0.1 比赛链接

  • https://www.kaggle.com/competitions/jane-street-real-time-market-data-forecasting/overview

0.2 方案分享

  • 赛事进行中


1. JPX Tokyo Stock Exchange Prediction

1.1 比赛连接

  • https://www.kaggle.com/competitions/jpx-tokyo-stock-exchange-prediction


1.2 方案分享

  • [2nd place] - https://www.kaggle.com/c/jpx-tokyo-stock-exchange-prediction/discussion/361482
  • [4th place] - https://www.kaggle.com/c/jpx-tokyo-stock-exchange-prediction/discussion/359151
  • [7th place] - https://www.kaggle.com/c/jpx-tokyo-stock-exchange-prediction/discussion/359227
  • [8th place] - https://www.kaggle.com/c/jpx-tokyo-stock-exchange-prediction/discussion/361127

2. Ubiquant Market Prediction

2.1 比赛连接

  • https://www.kaggle.com/competitions/ubiquant-market-prediction

2.2 方案分享

  • [1st place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338220
  • [2nd place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338615
  • [3rd place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338561
  • [5th place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338400
  • [7th place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338293
  • [8th place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338236
  • [17th place] - https://www.kaggle.com/c/ubiquant-market-prediction/discussion/338239

3. Optiver Realized Volatility Prediction

3.1 比赛连接

  • https://www.kaggle.com/c/optiver-realized-volatility-prediction

3.2 方案分享

  • [1st place] - https://www.kaggle.com/competitions/optiver-realized-volatility-prediction/discussion/274970
  • [2nd place] - https://www.kaggle.com/c/optiver-realized-volatility-prediction/discussion/274970
  • [3rd place] - https://www.kaggle.com/competitions/optiver-realized-volatility-prediction/discussion/278588
  • [12th place] - https://www.kaggle.com/c/optiver-realized-volatility-prediction/discussion/275169
  • [20th place] - https://www.kaggle.com/c/optiver-realized-volatility-prediction/discussion/275543
  • [23rd place] - https://www.kaggle.com/c/optiver-realized-volatility-prediction/discussion/275140
  • [32nd place] - https://www.kaggle.com/c/optiver-realized-volatility-prediction/discussion/275806
  • [37th place] - https://www.kaggle.com/c/optiver-realized-volatility-prediction/discussion/275473

4. Jane Street Market Prediction

4.1 比赛连接

  • https://www.kaggle.com/competitions/jane-street-market-prediction/overview

4.2 方案分享

  • [1st place] - https://www.kaggle.com/c/jane-street-market-prediction/discussion/224348
  • [3rd place] -https://www.kaggle.com/c/jane-street-market-prediction/discussion/224713
  • [23rd place] - https://www.kaggle.com/c/jane-street-market-prediction/discussion/224079
  • [39th place] - https://www.kaggle.com/c/jane-street-market-prediction/discussion/224029
  • [44th place] - https://www.kaggle.com/c/jane-street-market-prediction/discussion/227167

5. The Winton Stock Market Challenge

5.1 比赛连接

  • https://www.kaggle.com/c/the-winton-stock-market-challenge

5.2 方案分享

  • [Solution Sharing] - https://www.kaggle.com/c/the-winton-stock-market-challenge/discussion/18584

6. Two Sigma Financial Modeling Challenge

6.1 比赛连接

  • https://www.kaggle.com/c/two-sigma-financial-modeling

6.2 方案分享

  • [7th place] - https://www.kaggle.com/c/two-sigma-financial-modeling/discussion/29793
  • [10th place] - https://www.kaggle.com/code/phegde/team-pradeep-arthur-private-lb-10-solution/comments
  • [12th place] - kaggle.com/competitions/two-sigma-financial-modeling/discussion/29518

7. Two Sigma: Using News to Predict Stock Movements

7.1 比赛连接

  • https://www.kaggle.com/c/two-sigma-financial-news/overview

7.2 方案分享

8. The Big Data Combine Engineered by BattleFin

8.1 比赛连接

  • https://www.kaggle.com/c/battlefin-s-big-data-combine-forecasting-challenge


kaggle竞赛宝典
数据竞赛Top方案,竞赛黑科技,竞赛到入职的一些感想。
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