优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

IceCube - Neutrinos in Deep Ice

2023-01-19 物理与天文数值预测算法竞技赛

15 个方案

1st Place Solution

2nd place solution: Neutrino direction prediction with transformers

3rd Place - Attention + XGBoost Ensembler

5th place solution: combining GraphNet and Transformer with LSTM meta-model

8th Place Solution

9th Place Solution: GNNs Ensemble and MLP Stacking

10th Place Solution

11-th place solution: Attention, GNN, Ensemble

12th Place Solution Details - IceCube

13th Place Solution

14th place solution: transformer and GRU

15th place solution

17th place solution (silver)

20th place solution

Binary Classification with a Tabular Employee Attrition Dataset

2023-01-17 用户画像与运营事件预测文本分类算法竞技赛

6 个方案

1st place. That was unexpected...

Playground S03E03 8th Place Solution

Using pseudo labels to predict fitness / overfitting

14th Place Solution

My S3E3 226 - >> 38

39th Place Ensemble

Binary Classification with a Tabular Stroke Prediction Dataset

2023-01-10 临床决策支持数值预测算法竞技赛

3 个方案

5th Place Solution

6th Place Ensemble

8th Place Solution

Regression with a Tabular California Housing Dataset

2023-01-03 数值预测算法竞技赛

3 个方案

That was a surprise! Here is the 1st place solution....

2nd place solution - brief summary

24th Place Solution 🏅 - My second ever Kaggle competition 🔥

GoDaddy - Microbusiness Density Forecasting

2022-12-16 销量与需求预测时序预测算法竞技赛

11 个方案

#1 solution - generalization with linear regression

2nd Place solution: The Godaddy Microbusiness Data Cleaning Challenge

3rd Place - Predict Multipliers with GRU

My Forecasting Strategy

6th Place Solution - Lightgbm with Target flattened

Public 531st -> Private 10th: The Complete Solution Code

11th Place Solution - Simplicity (Luck) Is All You Need

Giba RAPIDS SVR Solution

35th Place Solution - GRU+XGB

44th Place Solution - Simple LGBM

Public 1125 - > Private 48 solution

Learning Equality - Curriculum Recommendations

2022-12-15 个性化学习个性化推荐文本匹配算法竞技赛

13 个方案

1st Place Solution

2nd Place Solution

4th place solution

5th place solution

6th place solution

10th place Solution

12th place solution

18th place Solution -Thank You !

28th place solution

31st Place Solution

32th place solution

39th place solution

1st and Future - Player Contact Detection

2022-12-05 运动员表现目标检测时序预测算法竞技赛

12 个方案

1st place solution

2nd place solution - Team Hydrogen

3rd place solution, single stage approach

4th place solution Overall pipeline & tabular part - Osaka Tigers

5th place solution

9th place solution - Team JK

14th Place Solution

16th place solution - Team : Deimon Devil Bats

18th place solution : 2d-cnn / 1d-cnn / XGB / 1d-cnn

Result of Late Submission: 2D-CNN + XGB + 1D-CNN (Private LB: 0.78703)

41st solution(2D-CNN, 1D-CNN, Stacking)

45th place solution (the most simple method to get seliver madel)

Santa 2022 - The Christmas Card Conundrum

2022-11-30 工业机器人组合优化多目标优化算法竞技赛

4 个方案

1st place solution with visualized route

2nd place solution

4th place solution

8th place solution

RSNA Screening Mammography Breast Cancer Detection

2022-11-28 医学影像分析图像分类目标检测算法竞技赛

17 个方案

1st place solution

2nd place solution

3rd Place Solution (Part of data processing and Image-level model)

4th place solution

5th place solution

6th Place Solution: Multi-view Multi-lateral Multi-stage Approach

8th place Solution

⭐️ Remek & Andrij - #9 solution ⭐️

10th Place Solution

16th place solution : segmentation & meta-classifier

18th place solution

19th Place Solution

[FR Team] 20th place solution

22th place solution

31st place solution

OTTO – Multi-Objective Recommender System

2022-11-01 商品推荐序列推荐多目标推荐算法竞技赛

20 个方案

1st place solution

2nd Place Solution(ONODERA part)

3rd Place - Using Only Rules Achieves LB 0.590!

5th place (yet) solution (Carno & 2U & Jiahong's part)

5th place Solution

6th place solution (single model LB 0.603)

7th Place Solution

9th Place Solution

9th place solution🥇 [single model LB 0.602]

10th Place Solution

14th Place Solution(Ethan&qyxs part)

12th place solution

13th Place Solution

16th Place Solution (Association x UserCF x NN-based x Matrix Factorization x Covisit x LightGBM)

15th Place Solution

17th place solution

20th place solution (Transformer inside)

20th Place Solution

28th Place Solution

34th (ex 37th) Place Solution (Polars is here to stay !)

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