lightgbm-org/LightGBM
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
- Stars
- 19k
- Forks
- 4.1k
- Open issues
- 447
- Last push
- today
About LightGBM
LightGBM is a free, open-source AI developer tool by lightgbm-org, written mainly in C++. 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. It has 19k GitHub stars and 4.1k forks, and was last updated today. It's released under the MIT license, a standard open-source license.
- License
- MIT
- Language
- C++
- Stars
- 18,902
- Last update
- today
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Not stated
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LightGBM FAQ
Is LightGBM free?
Yes. LightGBM is open source and free to use. It's released under the MIT license, a standard open-source license.
Does LightGBM run on a Mac?
The project doesn't say. Check its installation guide before you start.
Does LightGBM need a GPU?
The project doesn't state hardware needs. AI models generally run much faster with a GPU.
Is LightGBM still maintained?
Yes. It was last updated today and has 447 open issues on GitHub.
What are alternatives to LightGBM?
Similar free, open-source tools include tensorflow, xgboost, airflow, pandas.