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Riiid Answer Correctness Prediction
Only LGBMs. Private 71st LB 0.800
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RSNA STR Pulmonary Embolism Detection
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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
Riiid Answer Correctness Prediction
76th Place Solution | Minimal SAINT+ 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...
Google Research Football with Manchester City F.C.
SaltyFish: Current 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: Google Research Football with Manchester City F.C. <|user|>Explain and teach me ...
Mechanisms of Action (MoA) Prediction
35th 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Riiid Answer Correctness Prediction
[62nd solution, LB: 0.801] Single light GBM with 113 features
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Riiid Answer Correctness Prediction
39th 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Google Research Football with Manchester City F.C.
TamakEri: 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: Google Research Football with Manchester City F.C. <|user|>Explain and teach me ...
Riiid Answer Correctness Prediction
My personnal journey through the RIID competition - Silver LGB single model
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Riiid Answer Correctness Prediction
126th place solution - LGBM with B-IRT features (LB 0.795)
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Riiid Answer Correctness Prediction
24th Place Solution saintpp + lgb private0.810
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Riiid Answer Correctness Prediction
3rd place solution (0.818 LB): The Transformer
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Mechanisms of Action (MoA) Prediction
3rd Place Public - We Should Have Trusted CV - 118th Private
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Riiid Answer Correctness Prediction
4th place solution : Single Transformer Model
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Riiid Answer Correctness Prediction
38th place solution: Single SAINT+
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Riiid Answer Correctness Prediction
[0.805 Private, 42nd place] LGB + 5 RAINT+ Ensemble
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Mechanisms of Action (MoA) Prediction
5th place solution [Updated]
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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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Riiid Answer Correctness Prediction
[LB 125th Position - .795] Pure Feature Engineering .(3M pkl files) Comp & Solution
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Riiid Answer Correctness Prediction
SAINT+ Model with code [Private 0.800 / 68th place]
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NFL 1st and Future - Impact Detection
2nd Place Solution: Helmet Detection + 3d Impact Detection + Post Processing
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HuBMAP - Hacking the Kidney
3rd place solution, the simplest way is the best way (full training/inference code)
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HuBMAP - Hacking the Kidney
470th Position Code
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NFL 1st and Future - Impact Detection
18th Solution : YoloV5 and filtering using tracking data
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HuBMAP - Hacking the Kidney
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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
NFL 1st and Future - Impact Detection
7-th place solution from AlphaGoal Team [2.5D CenterNet, 3D CNN]
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NFL 1st and Future - Impact Detection
15th place solution: single stage object tracking
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HuBMAP - Hacking the Kidney
46th 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
17th 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Rainforest Connection Species Audio Detection
10th-place solution - Agnostic loss for semi-supervised learning
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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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Rainforest Connection Species Audio Detection
27th place simple solution (0.932 public, 0.940 private) - dl_pipeline
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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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Rainforest Connection Species Audio Detection
17th 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Rainforest Connection Species Audio Detection
43rd 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
HuBMAP - Hacking the Kidney
single model gold medal(private 948) 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Rainforest Connection Species Audio Detection
#6 Solution 🐼Tropic Thunder🐼 🚫 No hand labels🚫
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Rainforest Connection Species Audio Detection
11th place, The 0.931 Magic Explained: Image Classification
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Rainforest Connection Species Audio Detection
[completed] rank 19th solution in 13 days - LB 0.937/0.939 (public/private) 5 fold model
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Rainforest Connection Species Audio Detection
33rd place solution - SED model
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Cassava Leaf Disease Classification
Private LB 36th place/Public LB 1138th place [Silver medal] solution
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Cassava Leaf Disease Classification
Diversity is all we need
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Cassava Leaf Disease Classification
18th Place Solution
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Cassava Leaf Disease Classification
8th place solution
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Cassava Leaf Disease Classification
[?th] The lost solution
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Cassava Leaf Disease Classification
Top %8 solution - (with unselected top %4)
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Riiid Answer Correctness Prediction
21st Place Solution - Ensemble of 3 Saint++ Models
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Cassava Leaf Disease Classification
123rd place (Silver) solution
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Cassava Leaf Disease Classification
3rd Place Solution
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Cassava Leaf Disease Classification
[Public 272nd / Private 37th] 1 week solution
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Cassava Leaf Disease Classification
simple (public 3rd and private 29th) place solution
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NFL 1st and Future - Impact Detection
3rd Place Solution -- Simple 2-Stage Pipeline
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Cassava Leaf Disease Classification
Yippeee!!! First silver (tentatively)!!!
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Riiid Answer Correctness Prediction
37th place solution (Transformer part)
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Cassava Leaf Disease Classification
First time Competition, 75th place solution silver region
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Cassava Leaf Disease Classification
Public 13th / Private 184th Solution
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NFL 1st and Future - Impact Detection
5th place solution: one-stage I3D with additional 2D model for bbox centers
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HuBMAP - Hacking the Kidney
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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Cassava Leaf Disease Classification
40th place solution(4 model ensemble)
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Cassava Leaf Disease Classification
Private 7th | Public 71th Solution
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NFL 1st and Future - Impact Detection
[10th place solution] Extended Centernet
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Cassava Leaf Disease Classification
14th Place Solution & Code
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Cassava Leaf Disease Classification
45th Place - Silver Medal Solution
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Jane Street Market Prediction
Thanks! Becoming (Perhaps) One of the Youngest Competition Master
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Rainforest Connection Species Audio Detection
21st place solution - FP co-teaching with loss improvements
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Jane Street Market Prediction
My (perhaps) over-complicated LSTM solution
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NFL 1st and Future - Impact Detection
Zoom call/presentation to discuss solutions
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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: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
Rainforest Connection Species Audio Detection
3rd Place Solution
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Cassava Leaf Disease Classification
Solution Arhitecture Pipeline for Bronze Medal
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Jane Street Market Prediction
Current 29th place approach
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Cassava Leaf Disease Classification
16th place solution with detailed and readable code for beginner
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Rainforest Connection Species Audio Detection
7th place solution - Beluga & Peter
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NFL 1st and Future - Impact Detection
Team tara 13th place solution
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Rainforest Connection Species Audio Detection
23rd Place Solution: Supervised Contrastive Learning Meets Domain Generalization (with TF code)
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Rainforest Connection Species Audio Detection
8th Place solution
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NFL 1st and Future - Impact Detection
1st place solution
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NFL 1st and Future - Impact Detection
181th 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: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
Jane Street Market Prediction
RANK 119 - Simple 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: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
Jane Street Market Prediction
3217th -> 17th place simple LSTM model with custom loss function
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
Cassava Leaf Disease Classification
Private 28th, Public 8th, Thank you all, my first medal!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
375th place private LB (278th place public)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
Private LB 105th / Public LB 970th solution and first medal 🥳
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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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Rainforest Connection Species Audio Detection
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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Rainforest Connection Species Audio Detection
5th place solution (Training Strategy)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Cassava Leaf Disease Classification
public 87th -> private 668th very bad solution for remembering sad memory...
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
NFL 1st and Future - Impact Detection
9th Place - 2D Detection 3D 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: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
HuBMAP - Hacking the Kidney
54th Place Solution Pytorch Single_5fold_UNet50 private_lb:0.946
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Cassava Leaf Disease Classification
Private LB 101 / Public LB was 433 (+332 ) - Silver 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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
Private LB 34th / Public LB 30th 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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
HuBMAP - Hacking the Kidney
44th 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
NFL 1st and Future - Impact Detection
[40th place solution] 2-Class Prediction + HFlip + NMS + Filtering
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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: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
Cassava Leaf Disease Classification
Private 606th / Public 34th 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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
[2/21 Update] Private 13th, Public 52th Place Solution. My first medal competition.
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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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Jane Street Market Prediction
39th Place - Solution Overview & Code
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
NFL 1st and Future - Impact Detection
50th 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: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
NFL 1st and Future - Impact Detection
[6th place solution] EfficientDet + resnet18
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
Cassava Leaf Disease Classification
30th solution summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
10th place solution (23rd public)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Santa 2020 - The Candy Cane Contest
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: Santa 2020 - The Candy Cane Contest <|user|>Explain and teach me concepts from K...
Santa 2020 - The Candy Cane Contest
409th Place Solution - Copy Opponent Move Unless Win
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Santa 2020 - The Candy Cane Contest <|user|>Explain and teach me concepts from K...
HuBMAP - Hacking the Kidney
35th solution, seg&yolo
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Santa 2020 - The Candy Cane Contest
14th Place Solution (Looking for teammates)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Santa 2020 - The Candy Cane Contest <|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...