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Prostate cANcer graDe Assessment (PANDA) Challenge
1st Place Solution [PND]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Prostate cANcer graDe Assessment (PANDA) Challenge
4th place solution [NS Pathology]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Prostate cANcer graDe Assessment (PANDA) Challenge
65th solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Prostate cANcer graDe Assessment (PANDA) Challenge
8Th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Prostate cANcer graDe Assessment (PANDA) Challenge
6th place solution : noise robust learning [BarelyBears]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Prostate cANcer graDe Assessment (PANDA) Challenge
[11th place solution] I have survived in this storm
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Prostate cANcer graDe Assessment (PANDA) Challenge
3rd public/20th private solution-segmentation + simple tiles and multiheaded attention
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
University of Liverpool - Ion Switching
17th Private & 17th Public Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
Tweet Sentiment Extraction
69th solution(silver medal) - Noise modeling
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Tweet Sentiment Extraction <|user|>Explain and teach me concepts from Kaggle com...
Prostate cANcer graDe Assessment (PANDA) Challenge
Silver medal solution -> 24 place
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
TReNDS Neuroimaging
[Public: 0.15881, Private:0.15864] GNN Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
35th Place Solution- Magic PP - Site 2 correction
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
University of Liverpool - Ion Switching
22th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
TReNDS Neuroimaging
36th Place Solution (with code)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Plant Pathology 2020 - FGVC7
20th Place: Bilinear CNN with FL + LS
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Plant Pathology 2020 - FGVC7 <|user|>Explain and teach me concepts from Kaggle c...
TReNDS Neuroimaging
7th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
3rd Place Solution (+ github code)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Prostate cANcer graDe Assessment (PANDA) Challenge
7th Place Solution(simple but messy)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
TReNDS Neuroimaging
30th place solution - and some thoughts
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
No Conv Net (Private: 4th, Public: 2nd)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Prostate cANcer graDe Assessment (PANDA) Challenge
2nd Place Solution [Save the Prostate]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
Tweet Sentiment Extraction
4th place solution overview
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Tweet Sentiment Extraction <|user|>Explain and teach me concepts from Kaggle com...
TReNDS Neuroimaging
11th place solution (14th with pure SVR)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Prostate cANcer graDe Assessment (PANDA) Challenge
9th Place Solution [ResNeSt might be the key]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
TReNDS Neuroimaging
10th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Prostate cANcer graDe Assessment (PANDA) Challenge
25th place solution [Kaggle_gaggle]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
M5 Forecasting - Accuracy
3rd place solution - NN approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
TReNDS Neuroimaging
8th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
ALASKA2 Image Steganalysis
1st place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
ALASKA2 Image Steganalysis
[12th place] Solution Overview
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
ALASKA2 Image Steganalysis
18th Place Brief Solution Overview
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
ALASKA2 Image Steganalysis
[31st place] with public kernel
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
ALASKA2 Image Steganalysis
[4th place] Definitely it's overfitting to the public LB. (0.948->0.930)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
Tweet Sentiment Extraction
[48th place] what worked and what did not work
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Tweet Sentiment Extraction <|user|>Explain and teach me concepts from Kaggle com...
ALASKA2 Image Steganalysis
Private LB 13th Solution - so near yet so far :)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
iWildCam 2020 - FGVC7
LB #8 Documentation
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: iWildCam 2020 - FGVC7 <|user|>Explain and teach me concepts from Kaggle competit...
TReNDS Neuroimaging
1st private (1st public) place + code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
9th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Tweet Sentiment Extraction
14th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Tweet Sentiment Extraction <|user|>Explain and teach me concepts from Kaggle com...
TReNDS Neuroimaging
20th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Plant Pathology 2020 - FGVC7
The 2nd Solutions(Single fold and single model)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Plant Pathology 2020 - FGVC7 <|user|>Explain and teach me concepts from Kaggle c...
M5 Forecasting - Uncertainty
3rd Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Uncertainty <|user|>Explain and teach me concepts from Kaggle c...
M5 Forecasting - Accuracy
21st Place Solution (Nodalpoints)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
Global Wheat Detection
5th Place Solution (EfficientDet)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
COVID19 Global Forecasting (Week 4)
~1st Place Solution LGBM with some adjustments
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 4) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 5)
~1st Place Solution LGBM with some adjustments
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 5) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 4)
~5th Place Simple Linear QuantReg Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 4) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 5)
~5th Place Simple Linear QuantReg Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 5) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 4)
W5 LB scorecard & analysis update 0611
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 4) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 5)
W5 LB scorecard & analysis update 0611
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 5) <|user|>Explain and teach me concepts from K...
M5 Forecasting - Accuracy
123rd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
Global Wheat Detection
[42nd place solution]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
COVID19 Global Forecasting (Week 4)
4th Place Neural Network Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 4) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 5)
4th Place Neural Network Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 5) <|user|>Explain and teach me concepts from K...
Global Wheat Detection
1st place solution [MIT-Compliant]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
Global Wheat Detection
[34th Place Solution using single EfficientDet + Pseudo Labeling]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
COVID19 Global Forecasting (Week 4)
My Solution for week 5
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 4) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 5)
My Solution for week 5
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 5) <|user|>Explain and teach me concepts from K...
Global Wheat Detection
[30th place solution] Weird TTA trick? Detect by quadrant provided a great boost!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
COVID19 Global Forecasting (Week 4)
9th place solution (a lot of LGBMs blended)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 4) <|user|>Explain and teach me concepts from K...
COVID19 Global Forecasting (Week 5)
9th place solution (a lot of LGBMs blended)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: COVID19 Global Forecasting (Week 5) <|user|>Explain and teach me concepts from K...
Global Wheat Detection
Thank you to all and rank "997th"'s approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
TReNDS Neuroimaging
24th place - 3D fMRI Feature Engineering Partial Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Global Wheat Detection
[From 447 to 135th place Solution] EfficientDet Ensemble
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
Global Wheat Detection
[Update ] The 9th place solution with code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
Global Wheat Detection
[80th place solution😂] Source-separated Psuedo Labeling
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
Prostate cANcer graDe Assessment (PANDA) Challenge
Lightweight siamese network solution (ResNet18 -> PB 0.8966)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
ALASKA2 Image Steganalysis
[74th place] First Medal - How I missed the Silver Medal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
TReNDS Neuroimaging
12th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
Jigsaw Multilingual Toxic Comment Classification
21st Place solution : Magic of Ensemble
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jigsaw Multilingual Toxic Comment Classification <|user|>Explain and teach me co...
University of Liverpool - Ion Switching
Changing the Target Approach ( Top 10% solution )
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
ALASKA2 Image Steganalysis
[34th place] My first silver solution :P
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
TReNDS Neuroimaging
2nd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
M5 Forecasting - Uncertainty
4th Place Solution with code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Uncertainty <|user|>Explain and teach me concepts from Kaggle c...
ALASKA2 Image Steganalysis
[8th Place] Brief solution.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
M5 Forecasting - Accuracy
Top 3% simple solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
Global Wheat Detection
185th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
ALASKA2 Image Steganalysis
3rd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
SIIM-ISIC Melanoma Classification
176th Place Write-up
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
1st place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
[2nd place] Solution Overview
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
139th Place Summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
21st Public - 53rd Private - Trust Your CV
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
27th place solution - 2nd with context prize (edited)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
TReNDS Neuroimaging
16th Place “Simple” Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
54th Private & 44th Public Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
SIIM-ISIC Melanoma Classification
24th place solution and my way to get it
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
M5 Forecasting - Accuracy
103rd place (silver medal) solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Uncertainty
18th place (silver medal) solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Uncertainty <|user|>Explain and teach me concepts from Kaggle c...
SIIM-ISIC Melanoma Classification
105 place solution (0.9413 on LB).
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
From 66x online tutorials to winning the First Provisional Silver Medal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
222th Place Solution: Correlation CV vs Public LB 0.16, vs Private LB 0.73
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
Missed Opportunity - 4th place - Solo Gold
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
126th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
Global Wheat Detection
2nd Place Solution with Code [MIT-Compliant]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
SIIM-ISIC Melanoma Classification
11th Place Solution Writeup
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
TReNDS Neuroimaging
15th Place (3DResnet Part)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
6th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
SIIM-ISIC Melanoma Classification
24th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
302th Solution Writeup - Always trust your CV
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...