优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Tabular Playground Series - Nov 2022
2022-11-01 数值预测 组合优化 算法竞技赛
3 个方案
1st Place Solution
3rd place solution
7th place solution
G2Net Detecting Continuous Gravitational Waves
2022-10-04 物理与天文 异常检测 时序预测 算法竞技赛
14 个方案
1st place solution: Summing the power with GPU
2nd Place Solution: GPU-Accelerated Random Search
3rd place solution: How far can deep learning go?
4th place solution: dynamic programming and ensembling
5th place solution: Stack-sliding and Differential Evolution
6th place solution (Simulated Annealing Approach)
8th place solution: matched filter and CNN
9th Place Solution; Simple CNN Approach
10th place solution: CNN with pseudo labels
11th place solution OR Simpler is Better
12th place solution - from public 281st to private 12th!
13th Place Solution: plain machine learning.
20th place solution (how I spent lots of time on things that didn't work)
22th-place solution : simulated CW signals & augmentations
Novozymes Enzyme Stability Prediction
2022-09-21 药物研发 数值预测 分子/结构生成 算法竞技赛
5 个方案
2nd place solution & private LB 0.577 QUICK OVERVIEW
3rd place solution
My incredibly lucky 6th place solution w code
8-th place solution - AVGP3 + Rosetta
11th place solution
Tabular Playground Series - Sep 2022
2022-09-01 销量与需求预测 时序预测 数值预测 算法竞技赛
2 个方案
2rd place solution - Boltzmann Ensemble
3rd place solution
Feedback Prize - English Language Learning
2022-08-30 智能评测 数值预测 文本分类 算法竞技赛
30 个方案
1st Place Solution
2nd solution (back-translation & rank-loss)
3rd Place Solution - Congratulations New Competition Grandmaster Amed!
4th place solutioin
5th place solution
6th place solution
7th Place Solution
8th place solution
Team Turing: 9th Place Solution
10th place solution...my quick write-up!
11th Place Solution
12th Place Solution
13th Place Solution
14th place solution
17th place solution
18th place solution
22nd Solution Summary
20th Place Solution
21th Place Solution
22nd Place Solution
26th place solution [lucky shake up 1117th → 26th]
26th Place solution - Record the first kaggle competition ,failed to gold (unlucky)
29th Place Solution
37th place solution
38th place solution
42th Place Solution
44th place solution
46th Place Solution
47th Place Solution
49th place (Weighted Loss etc.)
Open Problems - Multimodal Single-Cell Integration
2022-08-15 基因组学与生物信息 数值预测 匹配对齐 算法竞技赛
16 个方案
1st Place Solution Summary
2nd place solution(senkin part with code)
3rd place solution
4th place solution (with code)
Private 5th Solution (A Beginner part)
[6th private - 3rd public] Summary of our solution
7th Place Solution Summary
9th place solution – strong fundamentals
12th-Place Solution
13th place and how to
Public 6th Private 14 Solution
16th Place Solution Summary
Part of 21st place solutions: Methods driven by biological information
private 29th place (public 4th)solution
Private 41st Solution summary
43rd Place : Summary and What Worked Well
AI Village Capture the Flag @ DEFCON
2022-08-11 AI安全与对抗 异常检测 博弈决策 算法竞技赛
7 个方案
1st place solution: A brief overview of my experience
2nd Place Solution: The Solution Without Crop2
Third Place Walkthrough
5th Place Solution - A Compilation of my Code
7th Place - Published 21 Solutions in My Notebook
10th place write up
Summary of 21 solutions (LB: 0.894)
Tabular Playground Series - Aug 2022
2022-08-01 缺陷检测 事件预测 异常检测 算法竞技赛
3 个方案
TPS-Aug22 9th solution
14 th solution (that could have been 6 th )
17th Place Solution
DFL - Bundesliga Data Shootout
2022-07-29 计算机视觉 目标检测 时序预测 算法竞技赛
6 个方案
Team Hydrogen: 1st place solution
2nd Place Solution
public 3rd place solution
Public 4th place solution
A simple approach based on baseline notebooks (6th place solution)
Our (frustrated) approach
RSNA 2022 Cervical Spine Fracture Detection
2022-07-28 医学影像分析 目标检测 图像分类 算法竞技赛
17 个方案
1st Place Solution
2nd place solution ： Segmentation + 2.5D CNN + GRU Attention
3rd place solution
4th place solution, CSN is all you need for 3D
5th place solution (Team Speedrun)
[6th place] Solution Overview: 3D CNN + TD-CNN
7th place solution, segmentation for detection tasks
8th Place Solution + Code
10th place solution
12th Place Solution
13th Place Solution
14th place solution
17th place solution
18th Place Solution
32nd place solution
[38th Place] Single Stage Single Model Efficientnetv2
58th Place Solution