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Severstal: Steel Defect Detection
1st Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
24th place training framework using pytorch
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
27th place solution (8 classification and 8 segmentation 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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
30th 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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
31st place solution with github code
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
3rd Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
4th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
5th 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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
7-th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
Efficiency Prize Solution Summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
First silver(3x kaggle expert) 36th 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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
Lessons Learned - The Good and the Bad!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
Private LB 0.91 solution + 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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
Silver frankenstein's monster (57th 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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
Small Writeup - From 20th to 40th
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Severstal: Steel Defect Detection
Step by step (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: Severstal: Steel Defect Detection <|user|>Explain and teach me concepts from Kag...
Shopee - Price Match Guarantee
114th 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
135th place - Adding item amount check and Prefix Tree+Binning based text processing
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
14th Place Gold - Image Text Decision Boundary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
15th 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
19 place. Voting and similarity chain
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
1st Place Solution - From Embeddings to Matches
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
26th Place Solution : Effective Cluster Separation and Neighbour Search
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
2nd place solution (matching prediction by GAT & LGB)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
3rd Place Solution (Triplet loss, Boosting, Clustering)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
41th Place : 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
48th Place Silver - Simple 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
58th Solution - Dynamic Thresholding
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
62th Place Solution (Stacking Logistic Regression)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
6th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
70th 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
8th Place 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
99th solution (threshold calculation)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
One silver solution - XBM + Query Expansion + k-reciprocal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
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Part of 85th place solution: Add 2 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
Public 13th / Private 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
Public 16th / Private 10th 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
Public 39th / Private 37th 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
Public 56th / Private 57th 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
Silver Medal (80th place) after 6 years of procrastination
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
Threshold solution (105th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
[129th solution] Fork great code and Add a few lines of code [really simple trick]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
[31st Place] Object Detection 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Shopee - Price Match Guarantee
simple trick to silver for any open source 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: Shopee - Price Match Guarantee <|user|>Explain and teach me concepts from Kaggle...
Sorghum -100 Cultivar Identification - FGVC 9
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: Sorghum -100 Cultivar Identification - FGVC 9 <|user|>Explain and teach me conce...
Sorghum -100 Cultivar Identification - FGVC 9
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: Sorghum -100 Cultivar Identification - FGVC 9 <|user|>Explain and teach me conce...
Sorghum -100 Cultivar Identification - FGVC 9
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: Sorghum -100 Cultivar Identification - FGVC 9 <|user|>Explain and teach me conce...
Springleaf Marketing Response
Beating the Benchmark ;)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Springleaf Marketing Response <|user|>Explain and teach me concepts from Kaggle ...
Springleaf Marketing Response
Solution 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: Springleaf Marketing Response <|user|>Explain and teach me concepts from Kaggle ...
Springleaf Marketing Response
sharing the submission files
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Springleaf Marketing Response <|user|>Explain and teach me concepts from Kaggle ...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
12th place solution - GPUs go Brrr
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
36th 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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
6th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
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: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stable Diffusion - Image to Prompts
Silver medal solution: ViT, ConvNext, kNN-regression with BLIP-2 captions
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stable Diffusion - Image to Prompts <|user|>Explain and teach me concepts from K...
Stanford Ribonanza RNA Folding
10th Place Solution for the Stanford Ribonanza RNA Folding 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: Stanford Ribonanza RNA Folding <|user|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding
11th place solution: Transformer with MFE distance embeddings (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: Stanford Ribonanza RNA Folding <|user|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding
15th 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: Stanford Ribonanza RNA Folding <|user|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding
16th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stanford Ribonanza RNA Folding <|user|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding
184th Place Solution ESM2 (2 models) using RMDB + QUICK_START datasets
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stanford Ribonanza RNA Folding <|user|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding
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: Stanford Ribonanza RNA Folding <|user|>Explain and teach me concepts from Kaggle...
Stanford Ribonanza RNA Folding
21th solution: ESM2 + custom folding head
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
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Stanford Ribonanza RNA Folding
2nd place solution - Squeezeformer + BPP Conv2D Attention
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Stanford Ribonanza RNA Folding
36th solution : Cheap Transformers that can run on gaming laptops and does not require a BPP matrix
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Stanford Ribonanza RNA Folding
403rd Place Solution for the Stanford Ribonanza RNA Folding Competition
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Stanford Ribonanza RNA Folding
419th: Tensorflow and additionally ( Vienna RNA, Scikit Learn and XG Boost)
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Stanford Ribonanza RNA Folding
44th Place Solution for the Stanford Ribonanza RNA Folding Competition
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Stanford Ribonanza RNA Folding
4th place solution
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Stanford Ribonanza RNA Folding
58th solution: simple Roformer model
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Stanford Ribonanza RNA Folding
5th Place Solution
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Stanford Ribonanza RNA Folding
60th Place Solution: transformer with a decoder layer, which accepts two types of information [with code]
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Stanford Ribonanza RNA Folding
7th place solution
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Stanford Ribonanza RNA Folding
81st Place Solution for the Stanford Ribonanza RNA Folding Competition
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Stanford Ribonanza RNA Folding
8th place solution (KF Part)
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Stanford Ribonanza RNA Folding
Approximately 22nd Place Solution
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Stanford Ribonanza RNA Folding
GraphAttention solution approach
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Stanford Ribonanza RNA Folding
[18th place solution] Transformer + bpp conv + relative position bias
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Stanford Ribonanza RNA Folding
[1st place solution] Transformer model with Dynamic positional encoding + CNN for BPPM features
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Stanford Ribonanza RNA Folding
[37th place solution🥈] Single Graph Transformer + Gated GCN Model
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Stanford Ribonanza RNA Folding
[3rd Place Solution] AlphaFold Style Twin Tower Architecture + Squeezeformer
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State Farm Distracted Driver Detection
#3 BR POWER - Solution
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State Farm Distracted Driver Detection
#70: Based on Skin Segmentation
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State Farm Distracted Driver Detection
10th place solution
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State Farm Distracted Driver Detection
A brief summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: State Farm Distracted Driver Detection <|user|>Explain and teach me concepts fro...
Statoil/C-CORE Iceberg Classifier Challenge
1st Place 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: Statoil/C-CORE Iceberg Classifier Challenge <|user|>Explain and teach me concept...
Statoil/C-CORE Iceberg Classifier Challenge
2nd Place 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: Statoil/C-CORE Iceberg Classifier Challenge <|user|>Explain and teach me concept...
Statoil/C-CORE Iceberg Classifier Challenge
3rd-Place Solution Overview
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Statoil/C-CORE Iceberg Classifier Challenge <|user|>Explain and teach me concept...
Statoil/C-CORE Iceberg Classifier Challenge
4th Place 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: Statoil/C-CORE Iceberg Classifier Challenge <|user|>Explain and teach me concept...
Statoil/C-CORE Iceberg Classifier Challenge
6th 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: Statoil/C-CORE Iceberg Classifier Challenge <|user|>Explain and teach me concept...