First place IITAGNE 2019 Data Science Challenge solution

Datamining algorithm: Euclidean distance and gbdt.

reading paper and translation

The something for machine learning

According to the Irish Solar Energy Association (ISEA) around two hundred large-scale solar farms have received planning permissions across the country with investments exceeding a billion euros. Ireland, however, is trailing in its target to meet the carbon reduction standards set by the European Union that must be met by 2020. Ideal locations …

Applied Random Forest and Gradient Boosting Decision Tree algorithm on Donors Choose Dataset

Pred on Stock Index

A version of GBDT implementation in python and C++

Classification and Regression problems

A Classification problem, given text review to determine whether the review is +ve or -ve using various ML algorithms. Here we are finding the model that peforms well using AUC as a metric.

Behavior-Based Malware Detection using GBDTs

A notebook repository for tracking learning machine learning notebook.

Built Random Forest and GBDT using XGBOOST model on Amazon fine food review dataset

AI 小项目代码、笔记

A simple stand-alone version of XGBoost named EasyXGB.

decision tree and gbdt

version1.0

Optimized GBDT based on LightGBM

Collection of ML/DL related papers and notes.