lightgbm · GitHub Topics

microsoft / LightGBM

#计算机科学#LightGBM是一个基于决策树算法的分布式梯度提升框架（GBT、GBDT、GBRT、GBM或MART），用于排名、分类和许多其他机器学习任务。

gbdt gbm 机器学习 data-mining distributed lightgbm gbrt Microsoft decision-trees gradient-boosting Python R parallel kaggle

C++ 17.02 k

2 天前

microsoft / SynapseML

#计算机科学#Simple and Distributed Machine Learning

Apache Spark pyspark Azure Scala Microsoft 机器学习 databricks cognitive-services lightgbm HTTP model-deployment 深度学习人工智能数据科学 synapse big-data onnx OpenCV

Scala 5.11 k

6 天前

mljar / mljar-supervised

#计算机科学#Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

翻译 - 通过特征工程和超参数调整来自动化机器学习管道：火箭：

automl 机器学习 mljar 数据科学 scikit-learn hyperparameter-optimization feature-engineering xgboost random-forest 神经网络 lightgbm catboost ensemble decision-tree automated-machine-learning

Python 3.12 k

2 个月前

BayesWitnesses / m2cgen

#计算机科学#Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

翻译 - 将ML模型转换为零依赖的本机代码（Java，C，Python，Go，JavaScript，Visual Basic，C＃）

机器学习 scikit-learn statistical-learning xgboost lightgbm Java Python C JavaScript Go C#PHP R Dart lightning Haskell Ruby Rust

Python 2.86 k

7 个月前

TeamHG-Memex / eli5

#自然语言处理#A library for debugging/inspecting machine learning classifiers and explaining their predictions

scikit-learn 机器学习 xgboost lightgbm inspection 自然语言处理数据科学 Python

Jupyter Notebook 2.77 k

3 年前

microsoft / DMTK

#计算机科学#Microsoft Distributed Machine Learning Toolkit

lightgbm Microsoft 机器学习

2.75 k

7 年前

mars-project / mars

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

翻译 - 火星是一个基于张量的统一框架，用于大规模数据计算，可扩展Numpy，Pandas和Scikit-learn。

Python NumPy tensor pandas 机器学习 scikit-learn Tensorflow PyTorch xgboost lightgbm ray dataframe dask

Python 2.71 k

1 年前

benedekrozemberczki / awesome-decision-tree-papers

#计算机科学#A collection of research papers on decision, classification and regression trees with implementations.

翻译 - 有关决策，分类和回归树及其实现的研究论文的集合。

decision-tree decision-tree-classifier gradient-boosting gradient-boosting-machine regression-tree cart 机器学习 machine-learning-research random-forest xgboost lightgbm catboost classification-model classifier ensemble-learning statistical-learning

Python 2.39 k

1 年前

ClimbsRocks / auto_ml

#计算机科学#[UNMAINTAINED] Automated machine learning for analytics & production

机器学习数据科学 automated-machine-learning gradient-boosting scikit-learn Python production-ready automl lightgbm analytics feature-engineering hyperparameter-optimization 深度学习 xgboost Keras Tensorflow 人工智能

Python 1.65 k

4 年前

AxeldeRomblay / MLBox

#计算机科学#MLBox is a powerful Automated Machine Learning python library.

Python 1.51 k

2 年前

skforecast / skforecast

#计算机科学#Time series forecasting with machine learning models

forecasting scikit-learn 机器学习 Python 数据科学 time-series arima lightgbm xgboost

Python 1.27 k

16 小时前

xorbitsai / xorbits

#计算机科学#Scalable Python DS & ML, in an API compatible & lightning fast way.

数据科学 distributed-systems NumPy pandas Python scalable lightgbm 机器学习 xgboost

Python 1.16 k

1 个月前

DeepWisdom / AutoDL

#计算机科学#Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

翻译 - 自动化的深度学习，无需任何人工干预。 AutoDL Challenge @ NeurIPS的第一个解决方案。

autodl automl nas feature-engineering model-selection full-automl 人工智能 lightgbm resnet PyTorch Tensorflow Python 深度学习数据科学机器学习 big-data multi-label automated-machine-learning

Python 1.15 k

2 年前

ryfeus / lambda-packs

Precompiled packages for AWS Lambda

aws-lambda phantomjs Serverless Amazon Web Services Tensorflow Keras NumPy pandas tesseract scikit-learn OpenCV pillow Selenium Python lightgbm spaCy hdf PyTorch

Python 1.12 k

1 年前

benedekrozemberczki / awesome-gradient-boosting-papers

#计算机科学#A curated list of gradient boosting research papers with implementations.

gradient-boosting gradient-boosting-machine gradient-boosted-trees xgboost catboost lightgbm random-forest decision-tree classification-algorithm 机器学习深度学习 h2o classifier adaboost

Python 1.01 k

1 年前

Nixtla / mlforecast

#计算机科学#Scalable machine 🤖 learning for time series forecasting.

forecast forecasting 机器学习 lightgbm xgboost dask Python time-series

Python 971

16 天前

SeldonIO / MLServer

#计算机科学#An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more

机器学习 scikit-learn xgboost lightgbm mlflow

Python 768

10 天前

HunterMcGushion / hyperparameter_hunter

#计算机科学#Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

翻译 - 轻松的超参数优化和跨机器学习算法和库的自动结果保存

人工智能机器学习 hyperparameter-optimization hyperparameter-tuning 神经网络 Keras scikit-learn xgboost lightgbm catboost 深度学习数据科学 Python optimization experimentation feature-engineering

Python 705

4 年前

elastic / eland

#计算机科学#Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

Python elasticsearch pandas 数据分析机器学习 time-series-forecasting etl big-data dataframe scikit-learn lightgbm dataframes

Python 664

14 天前

HuangCongQing / AI_competitions

628

2 年前