GitHub - gunesevitan/kaggle-notebooks: My public Kaggle notebooks

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Kaggle Notebooks

What is Kaggle?

Kaggle, a subsidiary of Google LLC, is an online community of data scientists and machine learners. Kaggle allows users to find and publish data sets, explore and build models in a web-based data-science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges.

Those are the notebooks I published on Kaggle. All of the code are released under the Apache 2.0 open source license. Notebooks may contain data from different competitions hosted on Kaggle.

Name		Name	Last commit message	Last commit date
Latest commit History 54 Commits
AMP® - PDPP - Baselines.ipynb		AMP® - PDPP - Baselines.ipynb
AMP® - PDPP - EDA.ipynb		AMP® - PDPP - EDA.ipynb
ASHRAE - Great Energy Predictor III - EDA and Preprocessing.ipynb		ASHRAE - Great Energy Predictor III - EDA and Preprocessing.ipynb
ASHRAE - Great Energy Predictor III - LightGBM 1.048 No Leak.ipynb		ASHRAE - Great Energy Predictor III - LightGBM 1.048 No Leak.ipynb
ASHRAE - Great Energy Predictor III - UCF Spider and EDA (Full Test Labels).ipynb		ASHRAE - Great Energy Predictor III - UCF Spider and EDA (Full Test Labels).ipynb
CommonLit Readability Prize - EDA.ipynb		CommonLit Readability Prize - EDA.ipynb
EnerjiSA Enerji Veri Maratonu.ipynb		EnerjiSA Enerji Veri Maratonu.ipynb
Gdz Elektrik Datathon 2023 - EDA.ipynb		Gdz Elektrik Datathon 2023 - EDA.ipynb
House Prices - Advanced Stacking Tutorial.ipynb		House Prices - Advanced Stacking Tutorial.ipynb
HuBMAP + HPA - Hacking the Human Body - Images.ipynb		HuBMAP + HPA - Hacking the Human Body - Images.ipynb
HuBMAP - Hacking the Human Vasculature - Inference.ipynb		HuBMAP - Hacking the Human Vasculature - Inference.ipynb
ICR - Identifying Age-Related Conditions - EDA.ipynb		ICR - Identifying Age-Related Conditions - EDA.ipynb
ICR - Identifying Age-Related Conditions - LightGBM.ipynb		ICR - Identifying Age-Related Conditions - LightGBM.ipynb
ICR - Identifying Age-Related Conditions.ipynb		ICR - Identifying Age-Related Conditions.ipynb
IEEE-CIS Fraud Detection - Dependency Check.ipynb		IEEE-CIS Fraud Detection - Dependency Check.ipynb
IEEE-CIS Fraud Detection - LightGBM and Some New Features.ipynb		IEEE-CIS Fraud Detection - LightGBM and Some New Features.ipynb
Image Matching Challenge 2023 - Inference.ipynb		Image Matching Challenge 2023 - Inference.ipynb
Ion Switching - 26 Model GBDT Ensemble.ipynb		Ion Switching - 26 Model GBDT Ensemble.ipynb
Ion Switching - Preprocessing.ipynb		Ion Switching - Preprocessing.ipynb
Ion Switching - Viterbi Algorithm.ipynb		Ion Switching - Viterbi Algorithm.ipynb
Ion Switching - WaveNet.ipynb		Ion Switching - WaveNet.ipynb
LICENSE.md		LICENSE.md
Mechanisms of Action (MoA) Prediction - EDA.ipynb		Mechanisms of Action (MoA) Prediction - EDA.ipynb
NLP with Disaster Tweets - EDA, Cleaning and BERT.ipynb		NLP with Disaster Tweets - EDA, Cleaning and BERT.ipynb
OSIC Pulmonary Fibrosis Progression - 3 CV 3 Model.ipynb		OSIC Pulmonary Fibrosis Progression - 3 CV 3 Model.ipynb
OSIC Pulmonary Fibrosis Progression - EDA.ipynb		OSIC Pulmonary Fibrosis Progression - EDA.ipynb
OTTO – Multi-Objective Recommender System - EDA.ipynb		OTTO – Multi-Objective Recommender System - EDA.ipynb
OTTO – Multi-Objective Recommender System - aid Frequency Baseline Analysis.ipynb		OTTO – Multi-Objective Recommender System - aid Frequency Baseline Analysis.ipynb
OTTO – Multi-Objective Recommender System - pickle.ipynb		OTTO – Multi-Objective Recommender System - pickle.ipynb
Optiver - Trading At The Close - EDA.ipynb		Optiver - Trading At The Close - EDA.ipynb
Optiver - Trading at the Close - Inference.ipynb		Optiver - Trading at the Close - Inference.ipynb
Optiver Realized Volatility Prediction - 1D CNN.ipynb		Optiver Realized Volatility Prediction - 1D CNN.ipynb
Optiver Realized Volatility Prediction - EDA.ipynb		Optiver Realized Volatility Prediction - EDA.ipynb
Pixel Size and Tissue Thickness Domain Adaptation.ipynb		Pixel Size and Tissue Thickness Domain Adaptation.ipynb
README.md		README.md
RSNA 2023 Abdominal Trauma Detection - Inference.ipynb		RSNA 2023 Abdominal Trauma Detection - Inference.ipynb
Riiid! Answer Correctness Prediction - EDA.ipynb		Riiid! Answer Correctness Prediction - EDA.ipynb
Santander Customer Transaction - EDA, Feature Engineering and LightGBM.ipynb		Santander Customer Transaction - EDA, Feature Engineering and LightGBM.ipynb
Sartorius Cell Instance Segmentation - EDA.ipynb		Sartorius Cell Instance Segmentation - EDA.ipynb
Stable Diffusion - Image to Prompts - Inference.ipynb		Stable Diffusion - Image to Prompts - Inference.ipynb
Survival Analysis.ipynb		Survival Analysis.ipynb
TReNDS Neuroimaging - Data Analysis & 3D Features.ipynb		TReNDS Neuroimaging - Data Analysis & 3D Features.ipynb
TReNDS Neuroimaging - Linear Model Ensemble.ipynb		TReNDS Neuroimaging - Linear Model Ensemble.ipynb
Tabular Playground Series - Jan 2021 - Models.ipynb		Tabular Playground Series - Jan 2021 - Models.ipynb
Tabular Playground Series - Jan 2022 - Prophet.ipynb		Tabular Playground Series - Jan 2022 - Prophet.ipynb
Titanic - Advanced Feature Engineering Tutorial.ipynb		Titanic - Advanced Feature Engineering Tutorial.ipynb
UBC-OCEAN - EDA.ipynb		UBC-OCEAN - EDA.ipynb
UBC-OCEAN - Inference.ipynb		UBC-OCEAN - Inference.ipynb
UBC-OCEAN - JPEG Dataset Pipeline.ipynb		UBC-OCEAN - JPEG Dataset Pipeline.ipynb
UW-Madison GI Tract Image Segmentation - EDA.ipynb		UW-Madison GI Tract Image Segmentation - EDA.ipynb
Ubiquant Market Prediction - EDA.ipynb		Ubiquant Market Prediction - EDA.ipynb

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