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Right Whale Recognition
1st place solution - deepsense.io
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Right Whale Recognition <|user|>Explain and teach me concepts from Kaggle compet...
Right Whale Recognition
2nd Place Solution Report
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Right Whale Recognition <|user|>Explain and teach me concepts from Kaggle compet...
Riiid Answer Correctness Prediction
#8 solution: Ensemble of 15 same NN 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
126th place solution - LGBM with B-IRT features (LB 0.795)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
12th place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
149th solution write up (LGBM + Transformer 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
158th Solution LGBM + FTRL, Private LB: 0793
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
16th Place - 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
17th place solution - 4 features 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
18th 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
20th solution, transformer encoder only model (SERT) with code and notebook
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
21st Place Solution - Ensemble of 3 Saint++ 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
22nd Place Solution: Just Encoder Modules
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
24th Place Solution saintpp + lgb private0.810
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
28th 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
2nd Place Solution (LSTM-Encoded SAKT-like TransformerEncoder)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
37th place solution (Transformer part)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
38th place solution: Single SAINT+
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
39th 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
3rd place solution (0.818 LB): The Transformer
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
403 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
4th place solution : Single Transformer 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
52nd place brief write up [priv 0.802 / GBDTs]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
58th solution: SAINT+ based predicts user_answer and then answered_correctly
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
6th Place Solution: Very Custom GRU
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
76th Place Solution | Minimal SAINT+ 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
9th place solution : 6 Transformers + 2 LightGBMs
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
My personnal journey through the RIID competition - Silver LGB 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
Only LGBMs. Private 71st LB 0.800
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
Public/Private 13th solution (team takoi + kurupical)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
SAINT+ Model with code [Private 0.800 / 68th 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[0.801 Private, 60th place] Single LGB using 1% of data
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[0.805 Private, 42nd place] LGB + 5 RAINT+ 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[1st place solution] Last Query Transformer RNN
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[62nd solution, LB: 0.801] Single light GBM with 113 features
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[70th] My transformer 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[LB 125th Position - .795] Pure Feature Engineering .(3M pkl files) Comp & 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
the simplest numpy solution with a robust 744
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Rossmann Store Sales
Code sharing, 13th place, no external data
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rossmann Store Sales <|user|>Explain and teach me concepts from Kaggle competiti...
Rossmann Store Sales
Code sharing, 3rd place, category embedding with deep neural network
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rossmann Store Sales <|user|>Explain and teach me concepts from Kaggle competiti...
Rossmann Store Sales
Model documentation 1st place
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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: Rossmann Store Sales <|user|>Explain and teach me concepts from Kaggle competiti...
Rossmann Store Sales
source code & description, 66th place, R, glmnet + xgboost
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rossmann Store Sales <|user|>Explain and teach me concepts from Kaggle competiti...
SETI Breakthrough Listen - E.T. Signal Search
10th Place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
12th place solution - experiments with augmentation
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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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
15th Place Solution : 8 days of Hard Work
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
194th 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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
208th Solution - Common Approach, But Hope for Someone's Help
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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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
3rd place solution (Triplet Attention)
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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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
4th Place Solution. Steven Signal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
58th 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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
86th - Bronze Medal - with Silver Gold Magic Explained
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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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
9th place 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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
Simple 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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SETI Breakthrough Listen - E.T. Signal Search
Simple solution for solo silver (and one old GTX1080Ti)
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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: SETI Breakthrough Listen - E.T. Signal Search <|user|>Explain and teach me conce...
SIIM-ACR Pneumothorax Segmentation
12th place solution: UNet with mask scoring head
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
1st place solution (with code and configs)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
31st place solution - single fold 512x512 UNet EfficientNetB4
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
33 place solo model solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
5th place solution && code updated
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
7th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
9th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
My first bronze medal(128th place solution)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
Yet another solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
[8th place] Solution Overview + 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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-ACR Pneumothorax Segmentation
[solution] 10-th 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: SIIM-ACR Pneumothorax Segmentation <|user|>Explain and teach me concepts from Ka...
SIIM-FISABIO-RSNA COVID-19 Detection
10th place 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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
12th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
1st place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
26th Place Solution : Brief Writeup
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
2nd place summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
34th solution EffnetV2 + yolov5
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
47th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
5th place solution - 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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
7th 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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
8th Place Solution [Full Code Attached]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
9th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
Private 19th Solution - Rabbit part
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
Public 59th / Private 78th Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-FISABIO-RSNA COVID-19 Detection
Some Useful external Datasets Used helped boost 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: SIIM-FISABIO-RSNA COVID-19 Detection <|user|>Explain and teach me concepts from ...
SIIM-ISIC Melanoma Classification
105 place solution (0.9413 on LB).
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
11th Place Solution Writeup
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
126th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
12th Place unexpected result
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...
SIIM-ISIC Melanoma Classification
12th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: SIIM-ISIC Melanoma Classification <|user|>Explain and teach me concepts from Kag...