Kaggle Publications
Author: Satoru Shibata / 柴田 怜
Departments | Top | Highest Rank | Award |
---|---|---|---|
Code | 0.1% Level | 317/161898 | Solo 3 Silver + 13 Bronze Medals |
Discussion | 0.3% | 588/188433 | Solo 100 Bronze Medals |
Datasets | 10% | 354/3463 | Solo 3 Bronze Medals |
Competitions | 20-30% Level |
- "Optimized LightGBM with Optuna adding SAKT Model"
- "LightGBM Classifier & Logistic Regression + Report"
- "Optimize LightGBM HyperParameter with Optuna & GPU"
- "Optimized Logit LightGBM Classifier and CNN Model"
- "Optimized LightGBM with Optuna"
- "LightGBM on GPU with Feature Engineering Optuna and Visualization"
- "LightGBM with the Inference and Empirical Analysis"
- "Submission and the Inference of LightGBM"
- "Market Prediction XGBoost with GPU Modified"
- "Cassava Leaf Disease Best Keras CNN Tuning"
- "RFCX Residual Network with TPU Customized"
- "Research with Customized Sharp Weighted"
- "Optimize CatBoost HyperParameter with Optuna and GPU"
- "LGBM on Lyft Tabular Data [Inference] + Tuning"
- "COVID-19 with H2OAutoML Baseline"
- "Optimized Predictive Model with H2OAutoML"
- Activity period: From November 2018 to March 2021 (2 years 5 months)
- Current Status: Retired
- Reason: To focus on my job as a Data Scientist at AVANT CORPORATION, Japan