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Statoil/C-CORE Iceberg Classifier Challenge
How to win a gold medal with basic DL technics and a simple stacking
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
My take on the data leak
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
Silver medal from lucky ensemble public kernels
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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
Simple Solution Top 2% (61st)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts 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...
Stay Alert! The Ford Challenge
Methods/Tips From Non-Top 3 Participants,
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: Stay Alert! The Ford Challenge <|user|>Explain and teach me concepts from Kaggle...
StumbleUpon Evergreen Classification Challenge
Sharing my solution - Ranked #4
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: StumbleUpon Evergreen Classification Challenge <|user|>Explain and teach me conc...
StumbleUpon Evergreen Classification Challenge
Thank you --and thoughts on the final ranking
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: StumbleUpon Evergreen Classification Challenge <|user|>Explain and teach me conc...
StumbleUpon Evergreen Classification Challenge
What did you use?
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: StumbleUpon Evergreen Classification Challenge <|user|>Explain and teach me conc...
TGS Salt Identification Challenge
107-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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
11th place solution 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
150th place solution (Boring!)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
1st 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
236-th place solution null+Hflip TTA, single model, single fold, single snapshot, no pseudolabel
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
26th place solution (resnet34)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
28th place solution: single model
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
30th: strong baseline with no post-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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
32nd 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
33rd place solution with code (AutoML enabled)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
4th Place Solution(code updated)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
54th Solution: minimum post-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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
74th place solution & code (Wider ResNet 38 encoder)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
9th place solution with code: single model
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
A way to overfit private(Public:0.856=>Private:0.888)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
Another top 3% 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
How does not win. 373 place. Reflexion, not technical report.
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
My part of 15th 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
My part of 8th place (Private LB) 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
Noob Solution (#136) with Keras 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
[126th place] simple solution overview 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
[Argus] 14th place solution with full PyTorch pipeline
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
[Kent AI Lab | Ding Han | Renan] 5th place solution (code available)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
[Vishnu]: 21st place solution along with code using Fast.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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
fast.ai student's 264th 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TGS Salt Identification Challenge
open source 60th 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: TGS Salt Identification Challenge <|user|>Explain and teach me concepts from Kag...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
11th place solution (14th with pure SVR)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
15th Place (3DResnet Part)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
16th 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
1st private (1st public) 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
20th 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
24th place - 3D fMRI Feature Engineering Partial 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
30th place solution - and some thoughts
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
35th Place Solution- Magic PP - Site 2 correction
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
36th 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
3rd Place Solution (+ github code)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
47th Place - Site 2 Correction
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
54th Private & 44th Public 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
5th place solution, 3D fMRI part
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
No Conv Net (Private: 4th, Public: 2nd)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
Second silver in one week
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TReNDS Neuroimaging
[Public: 0.15881, Private:0.15864] GNN 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: TReNDS Neuroimaging <|user|>Explain and teach me concepts from Kaggle competitio...
TalkingData AdTracking Fraud Detection Challenge
11th place 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
18th Place Brief 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
191st Place Solution Or more like lessons learnt....
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
22nd Place 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
28th place, A 0.0006x boosting trend feature and non-overfitting target encoding (attributed rates)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
34th place, thoughts on CV and Target Encoding in R
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
560th 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
5th place solution (0.9836 with pure feature engineering)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
8'th place solution. [ods.ai] blenders in game )
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
84th Place Solution with 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
9th 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
Hints on 13th place solution.. and finally Grandmaster!
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
My brief summary,a mainly NN based solution(3th)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
Solution #50 Story - One Week Hackathon
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
Solution #55 up on 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
Solution #6 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: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
Solution to Duplicate Problem by Reverse Engineering (0.0005 Boost)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
[2nd Place Solution] from PPP
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData AdTracking Fraud Detection Challenge
[late sub 0.9828771]How Boosting from 0.9671 to 0.9823 my first competition on kaggle
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData AdTracking Fraud Detection Challenge <|user|>Explain and teach me co...
TalkingData Mobile User Demographics
5th place solution (Kazanova|Faron) and some thoughts
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData Mobile User Demographics <|user|>Explain and teach me concepts from ...
TalkingData Mobile User Demographics
My approach of single model with 2.234 public LB (without leak)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData Mobile User Demographics <|user|>Explain and teach me concepts from ...
TalkingData Mobile User Demographics
Some of the 3rd place solution history (Danijel|Matias)
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData Mobile User Demographics <|user|>Explain and teach me concepts from ...
TalkingData Mobile User Demographics
Team ensemble's solution + framework
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TalkingData Mobile User Demographics <|user|>Explain and teach me concepts from ...
TensorFlow - Help Protect the Great Barrier Reef
10th place solution — 2xYOLOv5 + tracking
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
11th Place solution - Team COTS
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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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
12th place solution - YOLOv5 + Optical flow tracker
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
15th place solution: YOLO-X only, Seq-NMS
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
16th Simple Solution - Only 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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
22th place solution - Train4Ever
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
2nd Solution - YOLOv5
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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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
37th place solution - T0m part [Segment Copy-Paste & Progressive Learning]
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
3rd place solution - Team Hydrogen
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
41st place Solution (7th Public LB) YOLO-Z Inspired Model with Tracking
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
4th Place Solution - CenterNet
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
5th place solution, poisson blending,detection and tracking
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
63rd place solution - Single Cascade R-CNN + Norfair
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
69th Place - WBF with 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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
6th place solution , yolov5m6/s6, trust cv, post 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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
7th Place Solution - Cascade RCNN+Tracking ( Public LB is not 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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
9th place solution: Tiled Training + Seq-NMS
Explain and teach me concepts from Kaggle competition solution write-ups that solved this challenge
<|system|>You can successfully explain and teach others topics and concepts from Kaggle competition solution write-ups. You are a highly talented data scientist who has shown exceptional performance in this data-science Kaggle competition: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...
TensorFlow - Help Protect the Great Barrier Reef
Lost my silver medal and my first lesson on trusting 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: TensorFlow - Help Protect the Great Barrier Reef <|user|>Explain and teach me co...