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C++
Updated Aug 20, 2019
Microsoft Distributed Machine Learning Toolkit
Updated Sep 12, 2018
Microsoft Machine Learning for Apache Spark
Scala
Updated Aug 20, 2019
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Jupyter Notebook
Updated Aug 19, 2019
[UNMAINTAINED] Automated machine learning for analytics & production
Python
Updated Jun 13, 2019
A collection of research papers on decision, classification and regression trees with implementations.
Updated Aug 17, 2019
Python library for adversarial machine learning, attacks and defences for neural networks, logistic regression, decis…
Jupyter Notebook
Updated Aug 19, 2019
MLBox is a powerful Automated Machine Learning python library.
Python
Updated Aug 13, 2019
Precompiled packages for AWS Lambda
Python
Updated May 9, 2019
REST web service for the true real-time scoring (<1 ms) of R, Scikit-Learn and Apache Spark models
Java
Updated Jun 20, 2019
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Python
Updated Aug 8, 2019
Open solution to the Home Credit Default Risk challenge 🏡
Python
Updated Jul 1, 2019
A curated list of gradient boosting research papers with implementations.
Updated Aug 17, 2019
AI比赛相关
Updated Aug 6, 2019
Open solution to the Mapping Challenge 🌎
Python
Updated Jul 19, 2019
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
Go
Updated Aug 16, 2019
Performance of various open source GBM implementations
HTML
Updated May 24, 2019
Comparison tools
Jupyter Notebook
Updated Apr 24, 2019
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Python
Updated Feb 6, 2018
🏆 Kaggle 8th place solution
Jupyter Notebook
Updated Feb 7, 2018
2017第一届腾讯社交广告高校算法大赛Rank28_code
Python
Updated Jun 30, 2017
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
Shell
Updated Jun 27, 2019
An experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Python
Updated Apr 1, 2019
IJCAI-18 阿里妈妈搜索广告转化预测初赛方案
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Updated Apr 22, 2018
A java implementation of LightGBM predicting part
Java
Updated Aug 8, 2018
Avito Demand Prediction Challenge 🏬
Jupyter Notebook
Updated Jun 30, 2018
Show how to perform fast retraining with LightGBM in different business cases
Jupyter Notebook
Updated Jul 18, 2019
[Data Castle 算法竞赛] 精品旅行服务成单预测 final rank 11
Python
Updated Apr 12, 2018
Solution to Kaggle's PLAsTiCC Astronomical Classification Competition
Python
Updated Dec 19, 2018
Earthquake Prediction Challenge with LightGBM and XGBoost
Jupyter Notebook
Updated Jul 30, 2019