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iThome 13th-ironman (2021) - Data Science Learning Roadmap about Python

Benchmark tools for LightGBM

A lightweight server for LightGBM

a solution for competition of kaggle `Human or Robot`

A phase-aware multi-model ML framework emulating adversarial behavior across the Cyber Kill Chain using MITRE ATT&CK. ATTACK-BERT maps techniques to seven phases, forming phase-specific datasets. We assess LightGBM, a custom Transformer, fine-tuned BERT, and GNN, combining outputs via weighted so... Read more

Mental stress has become a standard part of day-to-day life. However, experiencing long-term and high-level stress affects the daily life and wellness of the person. Consequently, an individual's performance and management ability degrade significantly in critical situations. Electrocardiogram (E... Read more

MATLAB wrapper for LightGBM

lightgbm

use knn, randomforest, xgboost, lightgbm to fill missing values

Building and evaluating a ranking model using the MSLR-WEB10K dataset