优胜方案合集

汇集各类比赛的优胜方案 · 共 354 个比赛

Tweet Sentiment Extraction
2020-03-23 自然语言处理 序列标注 文本分类 算法竞技赛
17 个方案
Quick 1st place solution overview before the night
2nd place solution overview
4th place solution overview
5th place solution & magic
7th place solution
bronze + magic = gold ~ 8th solution
10th place solution
11th place solution
12th place- predict joint probabilities for start & end indices
13th Place - From LB 710 to LB 726 - How To
14th place solution
Worst place writeup (15th solution) with code
18th Place Solution
21st place solution
22nd place solution with codes
42nd place submission | jumped 880 places = lucky seed?
[48th place] what worked and what did not work
Jigsaw Multilingual Toxic Comment Classification
2020-03-23 内容安全 文本分类 算法竞技赛
16 个方案
1st place solution overview
3rd Place Solution
4th place solution
5th place solution
6th place solution
8th place solution
10th Place Solution
11th place solution(Hui Qin's)
13th Place Solution Part I. My first gold medal
16th Place Solution: Simple Calibrations
19th place solution
21st Place solution : Magic of Ensemble
🏅 Best single models 🏅
34th Place Solution - Layerwise and Sampling
43rd place. Sampling with Adversarial Validation
59th Place Solution (And My First Silver Medal)
iMaterialist (Fashion) 2020 at FGVC7
2020-03-23 商品理解 语义分割 细粒度识别 算法竞技赛
1 个方案
1st place solution
COVID19 Local US-CA Forecasting (Week 1)
2020-03-19 健康管理与公共卫生 时序预测 数值预测 算法竞技赛
1 个方案
Top 4%-6th place solution Notebook
Plant Pathology 2020 - FGVC7
2020-03-09 作物智能识别 图像分类 细粒度识别 算法竞技赛
10 个方案
1st place solution(single model)
The 2nd Solutions(Single fold and single model)
3rd Place Score Model Summary
4th place solution
[placeholder] (8th->5th) place solution
7th place solution
0.98454(>1st) solution (RegNetY)
10th place - missed 30+ better submissions :)
20th Place: Bilinear CNN with FL + LS
[placeholder] 49th solution + 0.981 solution
iWildCam 2020 - FGVC7
2020-03-09 农业遥感 图像分类 细粒度识别 算法竞技赛
5 个方案
LB #1 Solution
LB #2 Documentation
LB #3 Solution
LB #4 Documentation
LB #8 Documentation
Herbarium 2020 - FGVC7
2020-03-09 作物智能识别 图像分类 细粒度识别 算法竞技赛
6 个方案
1st place solution
2nd Place Solution
3rd place solution
4th method and code
5th - baseline with 11 epochs CE+SE-ResNext50
10th place: instant collaboration
M5 Forecasting - Accuracy
2020-03-03 销量与需求预测 时序预测 数值预测 算法竞技赛
14 个方案
1st place solution
2nd place solution
3rd place solution - NN approach
4th place solution
5th place solution
7th place solution
14th place solution
16th Place Solution - Kalman Filters and Boosted Trees
21st Place Solution (Nodalpoints)
A few thoughts - 24th Place
25th place solution
Top 1% solution (28th)
[36th place] New forecasting Package: tsboost
54th place solution [No lottery - just a baseline]
M5 Forecasting - Uncertainty
2020-03-03 销量与需求预测 时序预测 数值预测 算法竞技赛
10 个方案
3rd Place Solution
4th Place Solution with code
6th solution - Pure statistical forecast
7th Placed Solution - seq2seq LSTM
1st student - 12th overall solution
11th Place Solution
18th place (silver medal) solution
24th position solution - with code
36th Position Solution
48th place solution - seq2seq
University of Liverpool - Ion Switching
2020-02-24 药物研发 时序预测 异常检测 算法竞技赛
20 个方案
1st (or 16th) place short write up
2nd place solution
Brief 3rd place solution (Kha Vo view)
4th place solution
5th Place Solution with Code
6th place solution, Factorial HMM with a shared factor
7th Place Solution - Part 1: Removing Noise from Signal
8th Place Solution
9th place short summary
10th private (10th public) solution
11th Place Solution
12th solution: single model wavenet + lstm
13th place solution
15th solution (wavenet only)
17th Private & 17th Public Place Solution
18th place solution
19th place solution
20th place solution [Single Model]
22th place solution
23th Place Interesting Approach