lightgbm topic

List lightgbm repositories

MLBox

1.5k
Stars
274
Forks
Watchers

MLBox is a powerful Automated Machine Learning python library.

HyperGBM

324
Stars
45
Forks
Watchers

A full pipeline AutoML tool for tabular data

Unbiased_LambdaMart

222
Stars
50
Forks
Watchers

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

learning_to_rank

247
Stars
72
Forks
Watchers

利用lightgbm做(learning to rank)排序学习,包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visua...

LightGBM

16.2k
Stars
3.8k
Forks
443
Watchers

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tas...

forecasting

2.4k
Stars
406
Forks
Watchers

Time Series Forecasting Best Practices & Examples

openscoring

577
Stars
173
Forks
Watchers

REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models

neptune-client

541
Stars
58
Forks
Watchers

📘 The MLOps stack component for experiment tracking

mars

2.7k
Stars
323
Forks
Watchers

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

eland

619
Stars
96
Forks
Watchers

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch