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Deepfake Detection Challenge
Public 2nd (Private 30th) 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: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Deepfake Detection Challenge
Journey to 0.3. Public 64th 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: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
TensorFlow 2.0 Question Answering
Rank 93 Solution: Or how you can still win a medal without any model fine-tuning
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow 2.0 Question Answering <|user|>Explain and teach me concepts from Kag...
Deepfake Detection Challenge
12th place in a nutshell
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Google QUEST Q&A Labeling
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: Google QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
2019 Data Science Bowl
76th place solution with 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: 2019 Data Science Bowl <|user|>Explain and teach me concepts from Kaggle competi...
Google QUEST Q&A Labeling
7th place post-processing and ensembling
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Deepfake Detection Challenge
Silver zone solo, no credits used.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
2019 Data Science Bowl
Solo top 3% solution (silver medal)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: 2019 Data Science Bowl <|user|>Explain and teach me concepts from Kaggle competi...
2019 Data Science Bowl
Silver Medal Solution (that was 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: 2019 Data Science Bowl <|user|>Explain and teach me concepts from Kaggle competi...
Bengali.AI Handwritten Grapheme Classification
4th 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
Our simple approach 😮 and Gold Solutions 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
Potential 6th place solution with a single model ! [all about layers]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
[RECAP] 41st 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Deepfake Detection Challenge
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: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Bengali.AI Handwritten Grapheme Classification
10th Place: Single Model Using Snapshot Ensemble w/ 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
Kaggle Competition Experience(Team: Learning at snail pace) | Rank 1473
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
8th Place Solution /w Code (minimal ver.)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
257th Place Solution and Observations (public LB 55)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Deepfake Detection Challenge
EDIT) Private 1089th Place Approach (BIG DROP from public 7th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Bengali.AI Handwritten Grapheme Classification
1st place solution /w 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
55th place solution - A frugal 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
2019 Data Science Bowl
19th 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: 2019 Data Science Bowl <|user|>Explain and teach me concepts from Kaggle competi...
Google QUEST Q&A Labeling
silver solution (44th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Bengali.AI Handwritten Grapheme Classification
9th 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
My Solution Writeup + 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Deepfake Detection Challenge
79st Place solution: A Hotchpotch of EfficientNets
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Deepfake Detection Challenge
Public 34th/Private 47th place insights - Part1 (Inference)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
2019 Data Science Bowl
How to gain +1839 places during shakeup - complete 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: 2019 Data Science Bowl <|user|>Explain and teach me concepts from Kaggle competi...
Bengali.AI Handwritten Grapheme Classification
My overview solution 0.9361 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
2019 Data Science Bowl
40th place solution 0.553 - 0.555, +1050 positions
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: 2019 Data Science Bowl <|user|>Explain and teach me concepts from Kaggle competi...
Google QUEST Q&A Labeling
My First Medal (Bronze) 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Google QUEST Q&A Labeling
11th Solution: A threshold oriented Competition is not good
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Google QUEST Q&A Labeling
77th place post-processing method: DBSCAN
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Bengali.AI Handwritten Grapheme Classification
167th 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Deepfake Detection Challenge
5th (from 20th) 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: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Bengali.AI Handwritten Grapheme Classification
38th Place - ZoneMix - A domain specific augmentation
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
1416th place solution + alpha
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Google QUEST Q&A Labeling
24th place - mixing all I can - BERT+XLNET+GPT2+LGB
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Google QUEST Q&A Labeling
45th Place Simple Solution - 4 model 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: Google QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Google QUEST Q&A Labeling
39th place solution, submission errors and memory leakage
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Bengali.AI Handwritten Grapheme Classification
Gold medal - 12 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Google QUEST Q&A Labeling
83rd 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Bengali.AI Handwritten Grapheme Classification
22 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
13th place brief writeup (public 107th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Google QUEST Q&A Labeling
Team Bronze Medal Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Google QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Google QUEST Q&A Labeling
A general walk through my solution with trick 55th
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Google QUEST Q&A Labeling
79th place - Meta Feature Analysis
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 QUEST Q&A Labeling <|user|>Explain and teach me concepts from Kaggle comp...
Deepfake Detection Challenge
39th Private LB: small and simple
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
Bengali.AI Handwritten Grapheme Classification
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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
Solution 38, some lessons learned
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme Classification
7th Place Data-based Generalization 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Bengali.AI Handwritten Grapheme 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Abstraction and Reasoning Challenge
5th place short notes
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Abstraction and Reasoning Challenge
My part of the 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: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Abstraction and Reasoning Challenge
ARC - OO Framework + XGBoost Multimodel Solvers
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Abstraction and Reasoning Challenge
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: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Abstraction and Reasoning Challenge
1st place solution + code and official documentation
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Abstraction and Reasoning Challenge
20th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Bengali.AI Handwritten Grapheme Classification
24th place solution - Post processing(+0.013 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
Abstraction and Reasoning Challenge
9th place solution(s)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Abstraction and Reasoning Challenge
Our 10th 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: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
Bengali.AI Handwritten Grapheme Classification
21st Solution using only Kaggle 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: Bengali.AI Handwritten Grapheme Classification <|user|>Explain and teach me conc...
University of Liverpool - Ion Switching
19th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
11th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
59th place solution [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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
10th private (10th public) solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
310th place solution (large shake up solution)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
23th Place Interesting Approach
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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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
Brief 3rd place solution (Kha Vo view)
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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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
University of Liverpool - Ion Switching
7th Place Solution - Part 1: Removing Noise from Signal
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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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
Abstraction and Reasoning Challenge
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: Abstraction and Reasoning Challenge <|user|>Explain and teach me concepts from K...
University of Liverpool - Ion Switching
20th place solution [Single 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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
M5 Forecasting - Accuracy
[178th Place] Recursive Model with Regression & Classification
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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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
14th 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Uncertainty
36th Position 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: M5 Forecasting - Uncertainty <|user|>Explain and teach me concepts from Kaggle c...
M5 Forecasting - Accuracy
[36th place] New forecasting Package: tsboost
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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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Group k-fold works (102nd 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
25th 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
63rd 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
Deepfake Detection Challenge
92th 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: Deepfake Detection Challenge <|user|>Explain and teach me concepts from Kaggle c...
M5 Forecasting - Accuracy
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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Top 1% solution (28th)
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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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Uncertainty
6th solution - Pure statistical forecast
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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: M5 Forecasting - Uncertainty <|user|>Explain and teach me concepts from Kaggle c...
M5 Forecasting - Accuracy
[68th place] Stable 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
16th Place Solution - Kalman Filters and Boosted Trees
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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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
Herbarium 2020 - FGVC7
5th - baseline with 11 epochs CE+SE-ResNext50
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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: Herbarium 2020 - FGVC7 <|user|>Explain and teach me concepts from Kaggle competi...
Plant Pathology 2020 - FGVC7
10th place - missed 30+ better submissions :)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Plant Pathology 2020 - FGVC7 <|user|>Explain and teach me concepts from Kaggle c...
M5 Forecasting - Accuracy
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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
Plant Pathology 2020 - FGVC7
[placeholder] 49th solution + 0.981 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: Plant Pathology 2020 - FGVC7 <|user|>Explain and teach me concepts from Kaggle c...
University of Liverpool - Ion Switching
1st (or 16th) place short write up
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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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...
M5 Forecasting - Accuracy
[181th place] Silver medal at the lottery (no multiplier)
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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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Uncertainty
7th Placed Solution - seq2seq LSTM
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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: M5 Forecasting - Uncertainty <|user|>Explain and teach me concepts from Kaggle c...
University of Liverpool - Ion Switching
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: University of Liverpool - Ion Switching <|user|>Explain and teach me concepts fr...