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Freesound Audio Tagging 2019
6th place solution fastai
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
A Naive Solution (28th in 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
[155th place] My very first 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
My 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
9th place solution: smaller and faster
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
Main features of final solution [22 on 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
13rd 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
Solution ready on the github
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
7th place solution with commentary 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
Video of the 18th place solution and general discussion of the 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
13th place solution [public LB] - brief 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Google Landmark Retrieval 2019
1st/3rd place solution by Team smlyaka
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 2019 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Retrieval 2019
15th 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 2019 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Recognition 2019
20th 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: Google Landmark Recognition 2019 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Retrieval 2019
Share your approaches?
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 2019 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Retrieval 2019
Our solution: 0.10439 private 0.08832 public (code available)
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 2019 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Recognition 2019
Team JL 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 Recognition 2019 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Recognition 2019
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition and Retrieval Competition 2019
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 2019 <|user|>Explain and teach me concepts from Kagg...
Freesound Audio Tagging 2019
4th solution: Multitask Learning, Semi-supervised Learning and 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Google Landmark Recognition 2019
31st place solution completely on kernels
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 2019 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Retrieval 2019
9th Place Solution: VRG Prague
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 2019 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Retrieval 2019
8th Place Solution: Clova Vision, NAVER/LINE Corp.
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 2019 <|user|>Explain and teach me concepts from Kaggle...
Google Landmark Recognition 2019
27th 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 2019 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Recognition 2019
15th place Rapids.ai 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 2019 <|user|>Explain and teach me concepts from Kagg...
Freesound Audio Tagging 2019
96th Place Solution: validation of noisy data improve ~0.02 LB score
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
[8th place solution] : SpecMix and warm-up pipeline
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Freesound Audio Tagging 2019
1st place solution released on a Github
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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
Google Landmark Recognition 2019
88th place write-up [fast.ai]
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 2019 <|user|>Explain and teach me concepts from Kagg...
Google Landmark Retrieval 2019
26th 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 2019 <|user|>Explain and teach me concepts from Kaggle...
iMaterialist (Fashion) 2019 at FGVC6
16-th Solution: Mask-RCNN on Steroids
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: iMaterialist (Fashion) 2019 at FGVC6 <|user|>Explain and teach me concepts from ...
Google Landmark Recognition 2019
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 Recognition 2019 <|user|>Explain and teach me concepts from Kagg...
iMaterialist (Fashion) 2019 at FGVC6
18 place write up (short meditation on results)
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: iMaterialist (Fashion) 2019 at FGVC6 <|user|>Explain and teach me concepts from ...
Freesound Audio Tagging 2019
Semi-supervised part of 20th 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: Freesound Audio Tagging 2019 <|user|>Explain and teach me concepts from Kaggle c...
iMaterialist (Fashion) 2019 at FGVC6
[Update] 1st 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: iMaterialist (Fashion) 2019 at FGVC6 <|user|>Explain and teach me concepts from ...
Instant Gratification
IG's magic 22nd Public / 33rd Private [LB 0.9756]
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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
Solution high light and how to choose submission
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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
GMM 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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Google Landmark Retrieval 2019
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition and Retrieval Competition 2019
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 2019 <|user|>Explain and teach me concepts from Kaggle...
Instant Gratification
Hoxosh solution (private 37) 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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
How to Score LB 0.975
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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
Public 4th place / Private 32th 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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
Public 13th / Private 14th 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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
Please, share your basic idea! [17th place inside]
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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Instant Gratification
Public 19st Solution/ Private 70st 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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
iMaterialist (Fashion) 2019 at FGVC6
Attributes classification 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: iMaterialist (Fashion) 2019 at FGVC6 <|user|>Explain and teach me concepts from ...
Google Landmark Recognition 2019
From 0.08695 to 0.14681 by TTA
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 2019 <|user|>Explain and teach me concepts from Kagg...
iMaterialist (Fashion) 2019 at FGVC6
just a short tutorial to get 25th 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: iMaterialist (Fashion) 2019 at FGVC6 <|user|>Explain and teach me concepts from ...
Instant Gratification
A way to get silver medal without magic
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: Instant Gratification <|user|>Explain and teach me concepts from Kaggle competit...
Predicting Molecular Properties
#57 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: Predicting Molecular Properties <|user|>Explain and teach me concepts from Kaggl...
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