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Predicting Molecular Properties
24th (-2.633) - haha nice - pairs of pairs of ...
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...
Predicting Molecular Properties
35th Place Solution - Basic MPNN & First 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: Predicting Molecular Properties <|user|>Explain and teach me concepts from Kaggl...
Predicting Molecular Properties
3rd solution - BERT in chemistry - End to End is all you need
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...
Predicting Molecular Properties
42nd Solution, explanations and apologies
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...
Predicting Molecular Properties
43 place solution of 2 Experts and the farmer
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...
Predicting Molecular Properties
5th place solution : DL guys
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...
Predicting Molecular Properties
62nd 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: Predicting Molecular Properties <|user|>Explain and teach me concepts from Kaggl...
Predicting Molecular Properties
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: Predicting Molecular Properties <|user|>Explain and teach me concepts from Kaggl...
Predicting Molecular Properties
8th place solution - a densely connected GNN
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...
Predicting Molecular Properties
NN and LGB solution for top 5% (and some cool graphs)
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...
Predicting Molecular Properties
Newcomer paying attention - 26th place, suggestions?
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...
Predicting Molecular Properties
Solution 7th (CPMP view)
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...
Predicting Molecular Properties
chimps solution (#37)
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...
Predicting Red Hat Business Value
#2 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: Predicting Red Hat Business Value <|user|>Explain and teach me concepts from Kag...
Predicting Red Hat Business Value
#3 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: Predicting Red Hat Business Value <|user|>Explain and teach me concepts from Kag...
Predicting Red Hat Business Value
Competition thoughts/source code (#19)
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 Red Hat Business Value <|user|>Explain and teach me concepts from Kag...
Predicting Red Hat Business Value
Congratulation to winners and Solution 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: Predicting Red Hat Business Value <|user|>Explain and teach me concepts from Kag...
Predicting Red Hat Business Value
long story of #1 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: Predicting Red Hat Business Value <|user|>Explain and teach me concepts from Kag...
Predicting a Biological Response
The code of my best 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: Predicting a Biological Response <|user|>Explain and teach me concepts from Kagg...
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 ...
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 ...
Prostate cANcer graDe Assessment (PANDA) Challenge
16th place solution (all you need to know)
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
18th place solution: DenseNet + RNN based
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
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
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 ...
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 ...
Prostate cANcer graDe Assessment (PANDA) Challenge
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: 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 ...
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
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 ...
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
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
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 ...
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
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 ...
Prostate cANcer graDe Assessment (PANDA) Challenge
Lightgmb crop-wise solution (public 0.9)
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
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 ...
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 ...
Prostate cANcer graDe Assessment (PANDA) Challenge
This is a complete fiasco - N place solution [17th 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: 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 ...
Prudential Life Insurance Assessment
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: Prudential Life Insurance Assessment <|user|>Explain and teach me concepts from ...
Prudential Life Insurance Assessment
3rd 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: Prudential Life Insurance Assessment <|user|>Explain and teach me concepts from ...
Prudential Life Insurance Assessment
Solution -- 2nd 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: Prudential Life Insurance Assessment <|user|>Explain and teach me concepts from ...
Prudential Life Insurance Assessment
Solution and experience sharing - 4th place (should have been 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: Prudential Life Insurance Assessment <|user|>Explain and teach me concepts from ...
Psychopathy Prediction Based on Twitter Usage
My 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: Psychopathy Prediction Based on Twitter Usage <|user|>Explain and teach me conce...
Quick, Draw! Doodle Recognition Challenge
11th place solution with limited hardware resources up to 2xP40
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
12th place code release
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
21st place solution [LB 0.948] on simplified data only
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
24th 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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
8th place novel 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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
A noob's journey to the 258th(Top 20%) 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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
First Kaggle Competition Experience (Team: rm-rf / | Private LB: 385)
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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quick, Draw! Doodle Recognition Challenge
My First Medal Callback: From Novice to 106th 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: Quick, Draw! Doodle Recognition Challenge <|user|>Explain and teach me concepts ...
Quora Insincere Questions Classification
10th place solution - Meta embedding, EMA, 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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
117th solution. Achieve 0.701 PB and 0.703 LB in 4000 seconds.
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
125th solution. 12folds average
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
13th 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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
15th Solution - focus on models
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
18th place solution from 300-th at 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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions 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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
1st place solution (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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
20th solution - 2 models, various embeds, mixed loss
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
22nd Solution - 6 Models and POS Tagging
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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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
25th place solution - unfreeze and tune embeddings!
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
27th 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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
33rd place solution- FastText embedding
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
38th solution, data driven to find embedding weights
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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
3rd place 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: Quora Insincere Questions Classification <|user|>Explain and teach me concepts f...
Quora Insincere Questions Classification
44th solution: Add all the randomness or how to improve your ensemble when all your models suck
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Quora Insincere Questions Classification
4th place solution (with github)
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Quora Insincere Questions Classification
63th single model 5-fold
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Quora Insincere Questions Classification
70th position. Pytorchtext model
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Quora Insincere Questions Classification
7th place solution - bucketing
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Quora Insincere Questions Classification
From 400-ish public to 26 private
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0.29900 Final Solution! :)
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14th Place Solution - Code
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1st place solution
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24th Place Solution Repo
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5th Place Solution Summary
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7-th solution overview
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8th solution with part of source code(under construction)
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Explanations about why stacking LSTMs often leads to worse LB and one question about Stacking procedures
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My solution (top 6%)
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Overview Of 3rd Place Solution
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Overview of 2nd-Place Solution
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Overview of 4th-Place Solution
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Solution #12 overview
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RANZCR CLiP - Catheter and Line Position Challenge
10th 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
11th Place Solution - Utilizing High resolution, Annotations, and Unlabeled data
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RANZCR CLiP - Catheter and Line Position Challenge
12th on Public, 28th on Private 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
140th 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
16th 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
17th place with 16 submissions :)
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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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
18th 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
19th Place Solution - First Time With NFNets
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RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...