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Heritage Health Prize
video of HHP presentation
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Heritage Health Prize <|user|>Explain and teach me concepts from Kaggle competit...
Higgs Boson Machine Learning Challenge
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: Higgs Boson Machine Learning Challenge <|user|>Explain and teach me concepts fro...
Higgs Boson Machine Learning Challenge
Code release
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Higgs Boson Machine Learning Challenge <|user|>Explain and teach me concepts fro...
Higgs Boson Machine Learning Challenge
Third place Model Documentation
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Higgs Boson Machine Learning Challenge <|user|>Explain and teach me concepts fro...
Higgs Boson Machine Learning Challenge
Winning Methodology Sharing
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Higgs Boson Machine Learning Challenge <|user|>Explain and teach me concepts fro...
Home Credit Default Risk
# 19th 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
#12 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
#14 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
#9 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
10th place 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
13th place - time series 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
17th place mini 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
24th place - Simple Solution with 7 Models.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
2nd place solution ( team ikiri_DS )
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
31st 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
3rd place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
4th place sharing and tips about having a good teamwork 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
7th solution - **Not great things but small things in a great way.**
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
8th Solution Overview
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
Kernel for my (relative) beginner's 561st place solo submission
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
Overview of the 5th solution [+0.004 to CV/Private LB of your 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
Pseudo Data Augmentation (27th place short 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
Reflections from the biggest fall on Leaderboard (among gold medal contenders)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
Simple feature that made public kernels top 50 (and thanks!)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
Story behind the 32nd place (top 1%) with 2 submissions
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Credit Default Risk
The 16th 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: Home Credit Default Risk <|user|>Explain and teach me concepts from Kaggle compe...
Home Depot Product Search Relevance
Congrats to the winners and insights sharing
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Home Depot Product Search Relevance <|user|>Explain and teach me concepts from K...
Hotel-ID to Combat Human Trafficking 2021 - FGVC8
14th place solution - fastai 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: Hotel-ID to Combat Human Trafficking 2021 - FGVC8 <|user|>Explain and teach me c...
Hotel-ID to Combat Human Trafficking 2021 - FGVC8
1st place solution: Swin + Arcface + Label-constrained DBA
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Hotel-ID to Combat Human Trafficking 2021 - FGVC8 <|user|>Explain and teach me c...
Hotel-ID to Combat Human Trafficking 2021 - FGVC8
8th place solution: arcface + cosface + 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: Hotel-ID to Combat Human Trafficking 2021 - FGVC8 <|user|>Explain and teach me c...
Hotel-ID to Combat Human Trafficking 2022 - FGVC9
1st place solution - New augmentation method + 5 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: Hotel-ID to Combat Human Trafficking 2022 - FGVC9 <|user|>Explain and teach me c...
Hotel-ID to Combat Human Trafficking 2022 - FGVC9
2nd 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: Hotel-ID to Combat Human Trafficking 2022 - FGVC9 <|user|>Explain and teach me c...
Hotel-ID to Combat Human Trafficking 2022 - FGVC9
Public/Private 3rd 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: Hotel-ID to Combat Human Trafficking 2022 - FGVC9 <|user|>Explain and teach me c...
How Much Did It Rain?
First place 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: How Much Did It Rain? <|user|>Explain and teach me concepts from Kaggle competit...
HuBMAP + HPA - Hacking the Human Body
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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
25th 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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
26th place solution | Recursive Gated Convolutions + Lung Tiling
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
27th 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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
3d 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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
48th 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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
4th place solution: Stain Normalization 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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP + HPA - Hacking the Human Body
[171st solution] How far could I go with the UNeXt50 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: HuBMAP + HPA - Hacking the Human Body <|user|>Explain and teach me concepts from...
HuBMAP - Hacking the Human Vasculature
(Best private 0.602) 297th Place Solution for the HuBMAP - Hacking the Human Vasculature Competition. How I lost the gold 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
10th place 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
13th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
14th Place solution: Yolov8
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
19th Place Solution: Repeated Pseudo Labeling
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
254th Place Solution for HuBMAP - Hacking the Human Vasculature Competition (Greedy Model Soup 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
30th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
3rd Place Solution - How to properly utilise noisy annotations
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
4th Place Solution [SDSRV.AI] GoN
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
54th place solution YOLOV8x + WBF + TTA ensemble train and inference 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
5th place solution. Higher Resolution and Dataset1 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
8th Place Solution: single model with heavy augmentation + tuned threshold
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
9th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
Enhancing Kidney Microvascular Structure Segmentation with Morphological Operations - Private LB .451
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
Private 47th 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
Public 12th / Private 26th Place Solution for the HuBMAP - Hacking the Human Vasculature 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: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Human Vasculature
public 9th / private 295th achieved private 0.575 with single modification
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Human Vasculature <|user|>Explain and teach me concepts fro...
HuBMAP - Hacking the Kidney
12th solutions (0.948/0.949 strageties)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
17th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
23rd Place Silver - Balanced Stochastic Data Loader
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
28th Place Solution with inference 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
35th solution, seg&yolo
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
39th solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
3rd place solution, the simplest way is the best way (full training/inference 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
44th 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
46th Place Solution
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
470th Position 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
54th Place Solution Pytorch Single_5fold_UNet50 private_lb:0.946
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
Private submission topping 1st place in 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
Single mode 0.945 solution
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
gold medal public kernel
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
HuBMAP - Hacking the Kidney
single model gold medal(private 948) solution
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Human Protein Atlas - Single Cell Classification
10th 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
11st Place Solution Summary: Active learning for cell label mining and Ensemble of different 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
12th place solution summary (0.530 LB)
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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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
15th Place Solution: CAM & Semantic Segmentation 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
16th Place Solution: CNN, Yolov5, and use image-wise model to predict the cell
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
18th place solution private 0.515 public 0.514
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
20th Place Solution - Two stage 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
21st Place Solution: You don't need cell tiles
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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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
23rd Place Solution: You don't need heuristics or expensive GPU
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
24th place (private) solution - Single model 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
27th place solution (0.483LB)
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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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
28th solution/ with self-supervised learning
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
31rd Place Solution: CAM only.
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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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
32nd 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
3rd place solution - MPWARE part
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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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
41st Place Solution: Cell-based RoI Pooling + Transformer Encoder
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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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...