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Top 3 C++ Gbm Projects
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xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
Project mention: PSA: You don't need fancy stuff to do good work. | reddit.com/r/datascience | 2023-05-09Finally, when it comes to building models and making predictions, Python and R have a plethora of options available. Libraries like scikit-learn, statsmodels, and TensorFlowin Python, or caret, randomForest, and xgboostin R, provide powerful machine learning algorithms and statistical models that can be applied to a wide range of problems. What's more, these libraries are open-source and have extensive documentation and community support, making it easy to learn and apply new techniques without needing specialized training or expensive software licenses.
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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 tasks.
Project mention: [P] LightGBM but lighter in another language? | reddit.com/r/MachineLearning | 2023-05-04LightBGM seems to have C API support, and C++ example in the main repo
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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Machine learning (e.g., Feedzai)
C++ Gbm related posts
- [P] LightGBM but lighter in another language?
- Conselhos para embedded
- XGBoost Save and Load Error
- For XGBoost (in Amazon SageMaker), one of the hyper parameters is num_round, for number of rounds to train. Does this mean cross validation?
- Use whatever is best for the problem, but still
- CS Internship Questions
- OOM with ML Models (SKlearn, XGBoost, etc), workaround/tips for large datasets?
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A note from our sponsor - ONLYOFFICE
www.onlyoffice.com | 1 Jun 2023
Index
What are some of the best open-source Gbm projects in C++? This list will help you:
Project | Stars | |
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1 | xgboost | 24,180 |
2 | LightGBM | 14,998 |
3 | fairgbm | 88 |