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Lyft Motion Prediction for Autonomous Vehicles
23rd solution (single model based on 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
14th place solution. Custom Mask and LSTM encoder/decoder
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
6th place: Micro-inputs, Lots of Data + Distance Order to 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
1st Place Solution & L5Kit Speedup
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Google Landmark Recognition 2020
My engineering approach to the problem. #49
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Google Landmark Recognition 2020 <|user|>Explain and teach me concepts from Kagg...
Mechanisms of Action (MoA) Prediction
27th place - Trusting CV always works.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Mechanisms of Action (MoA) Prediction
20th place (If we had picked it)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Mechanisms of Action (MoA) Prediction
Private 14th / Public 24th 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
Public 46th / Private 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
1st Place Winning Solution - Hungry for Gold
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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...
Mechanisms of Action (MoA) Prediction
Layer Normalization - 36th place
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
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Mechanisms of Action (MoA) Prediction
Silver medal in very first competition!!! (A noob first Kaggle Experience)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Mechanisms of Action (MoA) Prediction
Simple Preliminary 71st Place Solution 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
8th place solution | From multilabel to multiclass
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Mechanisms of Action (MoA) Prediction
30th 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...
Lyft Motion Prediction for Autonomous Vehicles
3rd Place Solution: Baseline + Set 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Mechanisms of Action (MoA) Prediction
51th 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
40th place solution | MLPs, ResNet, TabNet & Clustering
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Mechanisms of Action (MoA) Prediction
3rd source code(To fulfill requirement of prize)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
RSNA STR Pulmonary Embolism Detection
[2nd 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
3rd place 0.156 public lb, 0.148 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
9th place solution ( + github 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
1st place solution with 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
30th 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism 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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
28th Place - Quick writeup - Improving the baseline
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
RSNA STR Pulmonary Embolism Detection
Provisional 8th Place Solution - Monai x EfficientNets x LGBM
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
Brief Summary of 5th 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
Mechanisms of Action (MoA) Prediction
lucky!!! 234th to 48th.share my solutions
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Mechanisms of Action (MoA) Prediction
Silver to gold? All you need is 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
BERT Solution ~Part of the heaven and hell team (single 0.35085) ~
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
Solution 20
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
Mechanisms of Action (MoA) Prediction
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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
23rd Place 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
79th Place Solution: Distance Attention with Dijkstra's Algorithm
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
RSNA STR Pulmonary Embolism Detection
7th place - EfficientNet, Transformer and a 2nd opinion [edited]
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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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
[Updated with code] 13th place solution - Arnie 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
RSNA STR Pulmonary Embolism Detection
5th Place Solution Overview
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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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
#39 Solution soon. Congrats to everyone. Thanks to Hengck23
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
Mechanisms of Action (MoA) Prediction
2nd Place Solution - with 1D-CNN (Private LB: 0.01601)
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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...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
First solo gold, 7th place solution: transformers with convolution/deconvolution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
51th place solution. Single Model. Private Score 0.35175, Public Score 0.24019.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
From public kernels to silver in a few days (52nd place before and after rescore)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
89-th 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
11th Lightweight Single Architecture [Conv-GCN]-> RNN
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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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
3rd Place Write-up [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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
6th 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
4th place solution: code & blog published
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
Mechanisms of Action (MoA) Prediction
Thank you all! First time competition, silver medal! My blending nn+tabnet+resnet
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
RSNA STR Pulmonary Embolism Detection
A CNN Post-Processing method for Image level.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Mechanisms of Action (MoA) Prediction
26th Place Solution / Source 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
83rd Place - Feature Eng & Key Takeaways
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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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
Congrats, and my 20 min lottery tickets (154th place/bronze 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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
Mechanisms of Action (MoA) Prediction
53rd place in a nutshell
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OSIC Pulmonary Fibrosis Progression
[#145] Robust 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: OSIC Pulmonary Fibrosis Progression <|user|>Explain and teach me concepts from K...
Lyft Motion Prediction for Autonomous Vehicles
10th place solution (vectornet)
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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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Mechanisms of Action (MoA) Prediction
Private 55th 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...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
33rd Place - RNA Folding Analysis
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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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
[38th solution]My attempt at simulating private leaderboard
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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: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
Mechanisms of Action (MoA) Prediction
Our Bronze Medal Solution (if we had picked it)
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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...
OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction
77th -> 58th place brief write up
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: OpenVaccine: COVID-19 mRNA Vaccine Degradation Prediction <|user|>Explain and te...
RSNA STR Pulmonary Embolism Detection
[54th solution] Baseline inference optimization with TTA (No additional training)
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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: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
Google Research Football with Manchester City F.C.
12th Place Solution(ML 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: Google Research Football with Manchester City F.C. <|user|>Explain and teach me ...
Google Research Football with Manchester City F.C.
16th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Google Research Football with Manchester City F.C. <|user|>Explain and teach me ...
Mechanisms of Action (MoA) Prediction
Post-Processing Based on Drug Classification (15th 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
56th solution and my share
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Google Research Football with Manchester City F.C.
My Human Learning bot (rank 31st)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
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
20th solution, transformer encoder only model (SERT) with code and notebook
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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
[70th] My transformer solution (with 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: 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
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
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
Public/Private 13th solution (team takoi + kurupical)
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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
403 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: Riiid Answer Correctness Prediction <|user|>Explain and teach me concepts from K...
Riiid Answer Correctness Prediction
[1st place solution] Last Query Transformer RNN
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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
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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
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
[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...
Mechanisms of Action (MoA) Prediction
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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
RSNA STR Pulmonary Embolism Detection
23rd Place - Fast GPU Experimentation Pipeline!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RSNA STR Pulmonary Embolism Detection <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
MoA solution - Tried to keep it 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
Mechanisms of Action (MoA) Prediction
Private 58th 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: Mechanisms of Action (MoA) Prediction <|user|>Explain and teach me concepts from...
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
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
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
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
#8 solution: Ensemble of 15 same NN models
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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
52nd place brief write up [priv 0.802 / GBDTs]
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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
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
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
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...