时间序列

kaggle-web-traffic

★★★★★

• 1st code dicsussion

• 2nd code discussion

kaggle-favorita-grocery-sales-forecasting

★★★★★

• 1st code code2 discussion

kaggle-recruit-restaurant-visitor-forecasting

• 1st code code2

kaggle-Google Brain - Ventilator Pressure Prediction

kaggle-IonSwitching

kaggle-Parkinson's Freezing of Gait Prediction

kaggle-child-mind-institute-detect-sleep-states

• 1st code

• 3rd code

kaggle-godaddy

• last target rule

• linear regression

• xgb

• top solution

  • mape作为评价指标，而整体预测比较准确。因此在榜单探测关键的一些样本，例如0或者波动大的，这些样本一个的误差等于上百个了

2024大数据挑战赛

• https://github.com/yuemingyue/2024-BDC-solution

• https://github.com/A91A981E/BDC2024

• https://github.com/wplll/2024-Big-Data-Challenge

kaggle-M5

★★★☆☆

• Top code

kaggle-ASHRAE Great Energy Predictor III

kdd cup 2018

★★☆☆☆

• 1st code

• 3rd code

• 4th code code

KDD CUP 2017

★★☆☆☆

• 2nd code

IJCAI-17 口碑商家客流量预测

• 1st code discussion

天池-盐城汽车上牌量预测

天池-云上贵州

天池-AI earth气象挑战赛

★★★☆☆

ccf-乘用车细分市场销量预测

★★★☆☆

• 1st code discussion

• 4th code discussion

天池智慧交通预测挑战赛

★☆☆☆☆

• 41st code

CCF-滴滴

★★★☆☆

• 1st code

• 15th code

• x code

SIGSPATIAL-滴滴

★★☆☆☆

• 3rd code

ECCA-电子商务AI算法大赛

★★★★☆

• code

• 2nd code

• 3rd code

• 5th code