Awesome Open Source
Awesome Open Source
Combined Topics
lightgbm
x
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210
The Top 35 Lightgbm Open Source Projects
Categories
>
Machine Learning
>
Lightgbm
Lightgbm
⭐
12,257
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 tasks.
Dmtk
⭐
2,772
Microsoft Distributed Machine Learning Toolkit
Eli5
⭐
2,307
A library for debugging/inspecting machine learning classifiers and explaining their predictions
Mmlspark
⭐
2,268
Microsoft Machine Learning for Apache Spark
Mars
⭐
2,056
Mars is a tensor-based unified framework for large-scale data computation which scales Numpy, pandas, Scikit-learn and Python functions.
Adversarial Robustness Toolbox
⭐
2,047
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
Forecasting
⭐
1,775
Time Series Forecasting Best Practices & Examples
M2cgen
⭐
1,763
Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby) with zero dependencies
Awesome Decision Tree Papers
⭐
1,717
A collection of research papers on decision, classification and regression trees with implementations.
Auto_ml
⭐
1,524
[UNMAINTAINED] Automated machine learning for analytics & production
Mlbox
⭐
1,197
MLBox is a powerful Automated Machine Learning python library.
Lambda Packs
⭐
992
Precompiled packages for AWS Lambda
Mljar Supervised
⭐
939
Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Autodl
⭐
849
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL
[email protected]
Awesome Gradient Boosting Papers
⭐
703
A curated list of gradient boosting research papers with implementations.
Hyperparameter_hunter
⭐
648
Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
Openscoring
⭐
534
REST web service for the true real-time scoring (<1 ms) of Scikit-Learn, R and Apache Spark models
Ai_competitions
⭐
444
AI比赛相关信息汇总
Open Solution Home Credit
⭐
397
Open solution to the Home Credit Default Risk challenge 🏡
Open Solution Mapping Challenge
⭐
289
Open solution to the Mapping Challenge 🌎
My Data Competition Experience
⭐
267
本人多次机器学习与大数据竞赛Top5的经验总结,满满的干货,拿好不谢
Leaves
⭐
260
pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks
Eland
⭐
235
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
Unbiased_lambdamart
⭐
179
Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM
Gbm Perf
⭐
175
Performance of various open source GBM implementations
Kaggle Competition Favorita
⭐
169
5th place solution for Kaggle competition Favorita Grocery Sales Forecasting
Recotour
⭐
141
A tour through recommendation algorithms in python [IN PROGRESS]
Benchmarks
⭐
138
Comparison tools
Nyoka
⭐
123
Nyoka is a Python library to export ML/DL models into PMML (PMML 4.4.1 Standard).
Lightgbm With Focal Loss
⭐
98
An implementation of the focal loss to be used with LightGBM for binary and multi-class classification problems
Learning_to_rank
⭐
92
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。
Dc Hi_guides
⭐
83
[Data Castle 算法竞赛] 精品旅行服务成单预测 final rank 11
Lightgbm_predict4j
⭐
64
A java implementation of LightGBM predicting part
Open Solution Value Prediction
⭐
34
Open solution to the Santander Value Prediction Challenge 🐠
Text Classification Benchmark
⭐
18
文本分类基准测试
1-35 of 35 projects
Advertising
📦 10
All Projects
Application Programming Interfaces
📦 124
Applications
📦 192
Artificial Intelligence
📦 78
Blockchain
📦 73
Build Tools
📦 113
Cloud Computing
📦 80
Code Quality
📦 28
Collaboration
📦 32
Command Line Interface
📦 49
Community
📦 83
Companies
📦 60
Compilers
📦 63
Computer Science
📦 80
Configuration Management
📦 42
Content Management
📦 175
Control Flow
📦 213
Data Formats
📦 78
Data Processing
📦 276
Data Storage
📦 135
Economics
📦 64
Frameworks
📦 215
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
Messaging
📦 98
Networking
📦 315
Operating Systems
📦 89
Operations
📦 121
Package Managers
📦 55
Programming Languages
📦 245
Runtime Environments
📦 100
Science
📦 42
Security
📦 396
Social Media
📦 27
Software Architecture
📦 72
Software Development
📦 72
Software Performance
📦 58
Software Quality
📦 133
Text Editors
📦 49
Text Processing
📦 136
User Interface
📦 330
User Interface Components
📦 514
Version Control
📦 30
Virtualization
📦 71
Web Browsers
📦 42
Web Servers
📦 26
Web User Interface
📦 210