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Liberty Mutual Group: Property Inspection Prediction
My Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Liberty Mutual Group: Property Inspection Prediction <|user|>Explain and teach m...
Liberty Mutual Group: Property Inspection Prediction
My Top15 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: Liberty Mutual Group: Property Inspection Prediction <|user|>Explain and teach m...
Liberty Mutual Group: Property Inspection Prediction
Sharing my solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Liberty Mutual Group: Property Inspection Prediction <|user|>Explain and teach m...
Liberty Mutual Group: Property Inspection Prediction
my solution 0.3498
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Liberty Mutual Group: Property Inspection Prediction <|user|>Explain and teach m...
Linking Writing Processes to Writing Quality
1151 Place Solution for the Linking Writing Processes to Writing Quality Competition [275 efficiency leaderboard]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
15th solution feature selection and trust your CV
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
1st place solution before team disqualification
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
23th 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
278th 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
2nd Place Efficiency Leaderboard 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
38th Place Solution (3rd 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
5th Place Solution: Features are all you need!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
77th Place Solution ! Quick 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
81st Place Solution for the "Linking Writing Processes to Writing Quality" Competition
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
868th place, sharing my findings!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
Bronze medal journey
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
Efficiency - 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
Exciting roller coaster
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
No 😞 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
Place 46 Solution, Place 11 Efficiency
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
Private 20th 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[14th place solution] Keras 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[1st place solution] Data Cleaning+FE+External Data+Model 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[3rd place solution] Blend MLM pretrained DeBERTa & GBM
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[3rd place solution] Trust CV is all you need.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[42nd Place Solution] Ensemble + Classification
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[48th place solution] Multi-label K-Fold for CV 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[617th Solution Write-Up] Summary and Reflection.
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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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[64th Place Solution] - 60 Features 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[66th Place Solution] LightGBM and Public 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[77th LB Solution] Silver by a Hair 👱
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[7th place solution] Essays predictions as 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: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[CPU Only]6th Place Solution for "Linking Writing Processes to Writing Quality"
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Linking Writing Processes to Writing Quality
[No place] Influence Graphs and GNN
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Linking Writing Processes to Writing Quality <|user|>Explain and teach me concep...
Lux AI
11th 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: Lux AI <|user|>Explain and teach me concepts from Kaggle competition solution wr...
Lux AI
4th Solution (Team Durrett): IL from multiple agents
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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: Lux AI <|user|>Explain and teach me concepts from Kaggle competition solution wr...
Lux AI
RLIAYN's approach - Online deep reinforcement learning
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lux AI <|user|>Explain and teach me concepts from Kaggle competition solution wr...
Lux AI
[12th] Unet IL
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lux AI <|user|>Explain and teach me concepts from Kaggle competition solution wr...
Lux AI Season 2
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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
7th place IL-based 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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
FLG's Approach - Deep Reinforcement Learning with a Focus on Performance - 4th 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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
Final notes and parameter tweaking
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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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
RL PPO Self-play Solution (Digs and Transfers Water, Survives Full Game)
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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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
Solution from QuData
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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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
Some notes on a pure logic approach (lots of focus on domestic admin, not enough on fighting)
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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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
Yet-another-logic-bot
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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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
[10th place] Deimos's RL approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
[15th place] A goal-based logic bot & 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: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2
[76th place] Another fork of "Building a Basic Rule Based Agent in Python"
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lux AI Season 2 <|user|>Explain and teach me concepts from Kaggle competition so...
Lux AI Season 2 - NeurIPS Stage 2
PPO using Jux - Lux AI Season 2 - NeurIPS Stage 2 Competition 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: Lux AI Season 2 - NeurIPS Stage 2 <|user|>Explain and teach me concepts from Kag...
Lyft 3D Object Detection for Autonomous Vehicles
19th 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: Lyft 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft 3D Object Detection for Autonomous Vehicles
1st place solution (0.220 public LB)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lyft 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft 3D Object Detection for Autonomous Vehicles
22th 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: Lyft 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft 3D Object Detection for Autonomous Vehicles
26th Place Solution Summary [0.078 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: Lyft 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft 3D Object Detection for Autonomous Vehicles
2nd Place Solution Summary (Private: 0.202 / Public: 0.205)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft 3D Object Detection for Autonomous Vehicles
3rd place solution [0.182 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: Lyft 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft 3D Object Detection for Autonomous Vehicles
Three Rank Jump 41->38 in two days on private set
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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 3D Object Detection for Autonomous Vehicles <|user|>Explain and teach me co...
Lyft Motion Prediction for Autonomous Vehicles
10th place solution (vectornet)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
1st Place Solution & L5Kit Speedup
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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...
Lyft Motion Prediction for Autonomous Vehicles
21st solution: freeze and stage-wise 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
22nd place journey : a completely different motion prediction approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
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
25nd 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
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...
Lyft Motion Prediction for Autonomous Vehicles
4th place solution: Ensemble with GMM
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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!
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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...
Lyft Motion Prediction for Autonomous Vehicles
7th place solution - Peter & Beluga
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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...
Lyft Motion Prediction for Autonomous Vehicles
9th 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
Things I have tried and my final 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
[Summary] 42nd place - What I did briefly, 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: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
Lyft Motion Prediction for Autonomous Vehicles
classification approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Lyft Motion Prediction for Autonomous Vehicles <|user|>Explain and teach me conc...
M5 Forecasting - Accuracy
103rd place (silver medal) solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
111th Place Solution (7th on Public) - Key Ideas
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
123rd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
14th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
16th Place Solution - Kalman Filters and Boosted Trees
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
175 position in M5 Forecasting - Accuracy
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
21st Place Solution (Nodalpoints)
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
25th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
2nd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
3rd place solution - NN approach
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
54th place solution [No lottery - just a baseline]
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
59th place solution - there is nothing special
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
63rd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
A few thoughts - 24th 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
An article about my solution for this competition.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
From Public LB #3762 --> Private LB #80... How I got there
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Group k-fold works (102nd solution)
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
My solution, and yet another magic multiplier story..
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Rank 172, sharing code for the first time.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Silver Medal Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Top 1% solution (28th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...
M5 Forecasting - Accuracy
Top 3% 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: M5 Forecasting - Accuracy <|user|>Explain and teach me concepts from Kaggle comp...