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SIIM-ISIC Melanoma Classification
27th overview - I Survived the massive shakedown and be in the top 1%
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
85th description - random label smoothing
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
5th place solution, 3D fMRI 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...
M5 Forecasting - Uncertainty
1st student - 12th overall 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...
TReNDS Neuroimaging
Second silver in one week
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...
Cornell Birdcall Identification
5th 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
18th place solution: efficientnet b3
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
4-th 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
36th 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
6th 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
101st Place Solution (Top 8%)
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
My solution for my first medal (silver)
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
TReNDS Neuroimaging
47th Place - 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...
Cornell Birdcall Identification
167 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Halite by Two Sigma
Post-mortem for HuiUnited's Halite IV bot (26th rank)
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: Halite by Two Sigma <|user|>Explain and teach me concepts from Kaggle competitio...
Cornell Birdcall Identification
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
SIIM-ISIC Melanoma Classification
3rd 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
40th Place Summary - In Chris and CV we trust
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...
Prostate cANcer graDe Assessment (PANDA) Challenge
5th place 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: Prostate cANcer graDe Assessment (PANDA) Challenge <|user|>Explain and teach me ...
ALASKA2 Image Steganalysis
[9th place] Short 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: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
Prostate cANcer graDe Assessment (PANDA) Challenge
16th 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 ...
Cornell Birdcall Identification
17th Place Solution : file-level post-process
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Halite by Two Sigma
Team 677's Post-Mortem Writeup (29th 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: Halite by Two Sigma <|user|>Explain and teach me concepts from Kaggle competitio...
SIIM-ISIC Melanoma Classification
241st place (bronze) solution (+ GitHub) with batch sampling
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...
ALASKA2 Image Steganalysis
[ABBA McCandless] - 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: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
Cornell Birdcall Identification
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Halite by Two Sigma
17th 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: Halite by Two Sigma <|user|>Explain and teach me concepts from Kaggle competitio...
Global Wheat Detection
[16th 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
congrats to Guanshuo Xu! and [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: ALASKA2 Image Steganalysis <|user|>Explain and teach me concepts from Kaggle com...
Global Wheat Detection
Would-be 39th place solution with single model (yolov4) from a first time competitor
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...
Google Landmark Retrieval 2020
5th place solution 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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Retrieval 2020
2nd place solution 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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
Cornell Birdcall Identification
21st Place Write-up [Stack-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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Google Landmark Retrieval 2020
1st place solution 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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
Global Wheat Detection
[340th place Solution] EfficientDet with PLx2
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
Our best private solution (0.9498) [not selected]
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...
Google Landmark Retrieval 2020
9th 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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
Cornell Birdcall Identification
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
SIIM-ISIC Melanoma Classification
My 23rd Place Aprroach
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
16 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...
Prostate cANcer graDe Assessment (PANDA) Challenge
12th Place Solution - Overview with code files
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 ...
OSIC Pulmonary Fibrosis Progression
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
Last 3 CV -6.8746 solution which suffered giant shake up to 1525th 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Google Landmark Retrieval 2020
Finetuning the baseline - silver medal solution [0.285 public 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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
OSIC Pulmonary Fibrosis Progression
I should have won gold medal and 12th by trusting my augmentation 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
Another first place solution and shake up explanation
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
A non-selected solution [private lb: -6.8331]
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Google Landmark Retrieval 2020
4th place solution and experience sharing
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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
OSIC Pulmonary Fibrosis Progression
top 9 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
SIIM-ISIC Melanoma Classification
12th Place unexpected result
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
Updated lb position 228 ,unselected 15th 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: Global Wheat Detection <|user|>Explain and teach me concepts from Kaggle competi...
Google Landmark Retrieval 2020
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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
OSIC Pulmonary Fibrosis Progression
67th Place Solution but Just ElasticNet performed way better!
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Cornell Birdcall Identification
13th place digest
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
SIIM-ISIC Melanoma Classification
[Summary] Public 11 Private 23 and Congrats to a new Master
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...
OSIC Pulmonary Fibrosis Progression
Solution for the first place, but we didn't select
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Google Landmark Retrieval 2020
[Update] 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: Google Landmark Retrieval 2020 <|user|>Explain and teach me concepts from Kaggle...
Cornell Birdcall Identification
43rd 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Cornell Birdcall Identification
7th place solution (writeup 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
SIIM-ISIC Melanoma Classification
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: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
OSIC Pulmonary Fibrosis Progression
Probably simplest solution - 180 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Google Landmark Recognition 2020
3rd Place Solution — A Pure Global Feature 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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Recognition 2020
(Public>0.54) Provisional 36th solution and 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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
Cornell Birdcall Identification
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Google Landmark Recognition 2020
[21st place] - My solution to 2 silver medals in GL 2020
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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Recognition 2020
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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Recognition 2020
[22nd Place + Code] Margin Scheduling – First time on Kaggle :D
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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
SIIM-ISIC Melanoma Classification
157th 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
254th 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...
Cornell Birdcall Identification
39th place solution [top1 at public]
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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Google Landmark Recognition 2020
31st place solution - single DELG 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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
OSIC Pulmonary Fibrosis Progression
34th place solution - Using CT Scans (+ 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
SIIM-ISIC Melanoma Classification
Justification and 4th place Solution Overview
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<|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...
OSIC Pulmonary Fibrosis Progression
An efficient solution to Lung function decline prediction
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
SIIM-ISIC Melanoma Classification
1868th place in 1st competition!
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...
Google Landmark Recognition 2020
1st Place Solution
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<|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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
OSIC Pulmonary Fibrosis Progression
4th Place Solution
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<|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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
My first Silver Medal on Kaggle! (65th on Private 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Google Landmark Recognition 2020
7th place solution (with inference kernel + training code)
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<|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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
OSIC Pulmonary Fibrosis Progression
5th 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
Surrogate loss for modified Laplace log likelihood (79th 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
OSIC Pulmonary Fibrosis Progression
Making my (not submitted) 5th place solution public
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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Google Landmark Recognition 2020
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: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
OSIC Pulmonary Fibrosis Progression
23rd Place Solution - Single Tabnet model
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<|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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Cornell Birdcall Identification
8th Place Solution
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<|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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
OSIC Pulmonary Fibrosis Progression
1st place "mostly" unpredictable 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Cornell Birdcall Identification
33rd 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: Cornell Birdcall Identification <|user|>Explain and teach me concepts from Kaggl...
Halite by Two Sigma
Raine Force writeup (2nd place solution)
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<|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: Halite by Two Sigma <|user|>Explain and teach me concepts from Kaggle competitio...
OSIC Pulmonary Fibrosis Progression
Silver medal in three days of work
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<|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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Lyft Motion Prediction for Autonomous Vehicles
7th place solution - Peter & Beluga
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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
Things I have tried and my final 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
4th place solution: Ensemble with GMM
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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
classification 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
25nd 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
21st solution: freeze and stage-wise training
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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
[Summary] 42nd place - What I did briefly, 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
22nd place journey : a completely different motion prediction 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...