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NFL 1st and Future - Impact 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: NFL 1st and Future - Impact Detection <|user|>Explain and teach me concepts from...
Cassava Leaf Disease Classification
#77 LB - some low-tech ideas
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Jane Street Market Prediction
10th Place Solution: Geometric Brownian Motion and Mixture Density Networks
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
RANZCR CLiP - Catheter and Line Position Challenge
Dual-Head Model with 4-stage Training, 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
7th Place Solution [RaddbotnaKama 200d]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
606th place: good CV & ensembling don't make up for mediocre individual 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
23rd 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
3rd Place Solution [Preferred CLiP]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
In Gauss (God) we Trust! 26th 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
12th on Public, 28th on Private 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
How to shake down from 28 to 80 ))
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
76th Place 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
Cassava Leaf Disease Classification
Silver medal solution (Public 10th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
HuBMAP - Hacking the Kidney
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...
RANZCR CLiP - Catheter and Line Position Challenge
Solo 60th Place Solution - Forward Ensembling & Pseudo Labeling External Data
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
Cassava Leaf Disease Classification
5th Place Solution Summary
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Rainforest Connection Species Audio Detection
13th Place Solution – Mean Co-Teachers and Noisy Students
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Rainforest Connection Species Audio Detection
4th place solution (5th 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
RANZCR CLiP - Catheter and Line Position Challenge
19th Place Solution - First Time With NFNets
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
HuBMAP - Hacking the Kidney
Single mode 0.945 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...
VinBigData Chest X-ray Abnormalities Detection
2nd place solution (quick 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: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
VinBigData Chest X-ray Abnormalities Detection
[10th place solution] YOLOv5 + VFNet + FasterRCNN
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
RANZCR CLiP - Catheter and Line Position Challenge
22nd place solution on a GitHub
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
VinBigData Chest X-ray Abnormalities Detection
[11th place solution] YOLOv5 + VFNet + EfficientD6
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
VinBigData Chest X-ray Abnormalities Detection
[34th place solution] Single model Yolov5
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
VinBigData Chest X-ray Abnormalities Detection
3rd Place 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: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
RANZCR CLiP - Catheter and Line Position Challenge
40th Place: A UNet only 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
Jane Street Market Prediction
24th place solution: Couple more tricks, and how I kinda sorta cheated
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
VinBigData Chest X-ray Abnormalities Detection
6th place solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
Rainforest Connection Species Audio Detection
14th Place Solution - Binary Classification on cropped frequency x 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
RANZCR CLiP - Catheter and Line Position Challenge
18th Place Solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
Cassava Leaf Disease Classification
[0.901 PB solution] From gold to abyss or history on UnLucky leaf
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
VinBigData Chest X-ray Abnormalities Detection
12th place solution[1x2080Ti]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
Rainforest Connection Species Audio Detection
s3 class postprocessing (+0.008 on 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Jane Street Market Prediction
3rd place solution: Ensembles of deep (49 layer) MLPs
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
RANZCR CLiP - Catheter and Line Position Challenge
21st Place Solution : So close Yet So Far
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
VinBigData Chest X-ray Abnormalities Detection
21th place solution (36th 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: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
VinBigData Chest X-ray Abnormalities 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: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
Jane Street Market Prediction
Yirun's Solution (1st place): Training Supervised Autoencoder with MLP
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Jane Street Market Prediction <|user|>Explain and teach me concepts from Kaggle ...
Santa 2020 - The Candy Cane Contest
67th place solution - and good result in my own competition and challenge
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Santa 2020 - The Candy Cane Contest <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
35th 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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
2nd Place - Summary of 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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Rainforest Connection Species Audio 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
Cassava Leaf Disease Classification
Road from 1058th public to 158th private solution. 1st medal
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Cassava Leaf Disease Classification
Private score 90.14 ( gold ) solution
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
VinBigData Chest X-ray Abnormalities Detection
[4th place solution] YOLOv5x
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
Cassava Leaf Disease Classification
78th place solution (silver medal)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
RANZCR CLiP - Catheter and Line Position Challenge
11th Place Solution - Utilizing High resolution, Annotations, and Unlabeled data
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
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
Private submission topping 1st place in 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: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...
Rainforest Connection Species Audio Detection
9th Place - Post Process LB 0.926 to LB 0.963!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
RANZCR CLiP - Catheter and Line Position Challenge
71st Place 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
VinBigData Chest X-ray Abnormalities Detection
76th place solution - EfficientDet
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
Cassava Leaf Disease Classification
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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Rainforest Connection Species Audio Detection
38 place writeup(image classification on TPU/Colab only with s3 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: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Human Protein Atlas - Single Cell Classification
Private 22nd 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
Fair Cell Activation Network and Swin Transformer, the 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
31rd Place Solution: CAM only.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
10th 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: Human Protein Atlas - Single Cell Classification <|user|>Explain and teach me co...
Human Protein Atlas - Single Cell Classification
HPA 2nd Place Solution [red.ai]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
6th place Solution Summary(0.549)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
💥💥Human Protein Atlas - Solution Compilation 💥💥
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
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: 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
7th 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...
Indoor Location & Navigation
2nd Place Solution (Overall)
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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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
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...
Rainforest Connection Species Audio Detection
32nd place solution - what worked for me
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Rainforest Connection Species Audio Detection <|user|>Explain and teach me conce...
Indoor Location & Navigation
10th Place Rapids cuML Solution Quick Writeup
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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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
Indoor Location & Navigation
3rd place solution
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RANZCR CLiP - Catheter and Line Position Challenge
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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
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...
Human Protein Atlas - Single Cell Classification
16th Place Solution: CNN, Yolov5, and use image-wise model to predict the cell
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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...
Indoor Location & Navigation
7th 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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
Cassava Leaf Disease Classification
Looking back at my approach 1284 pos [0.8952 private leaderboard and 0.8950 public 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: Cassava Leaf Disease Classification <|user|>Explain and teach me concepts from K...
Indoor Location & Navigation
Reflections from 36th place
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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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
Human Protein Atlas - Single Cell Classification
5th place solution - my 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...
Indoor Location & Navigation
12th 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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
Indoor Location & Navigation
15th place solution - Dive into compute_f without Grid Generation + Simple 100% KNN Floor
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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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
Indoor Location & Navigation
[34th] My first medal!
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
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...
Indoor Location & Navigation
18th place solution (Moro & taksai)
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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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
RANZCR CLiP - Catheter and Line Position Challenge
17th place with 16 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
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...
VinBigData Chest X-ray Abnormalities Detection
7th Place - Metric is like AUC
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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: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
RANZCR CLiP - Catheter and Line Position Challenge
36th 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: RANZCR CLiP - Catheter and Line Position Challenge <|user|>Explain and teach me ...
Human Protein Atlas - Single Cell Classification
4th Place Solution: MILIMED
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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...
Indoor Location & Navigation
14th some findings and 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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
Human Protein Atlas - Single Cell Classification
27th place solution (0.483LB)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
VinBigData Chest X-ray Abnormalities Detection
5th 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: VinBigData Chest X-ray Abnormalities Detection <|user|>Explain and teach me conc...
Indoor Location & Navigation
9th place solution higepon
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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: Indoor Location & Navigation <|user|>Explain and teach me concepts from Kaggle c...
HuBMAP - Hacking the Kidney
39th solution
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<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: HuBMAP - Hacking the Kidney <|user|>Explain and teach me concepts from Kaggle co...