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
-
Updated
Dec 21, 2024 - C++
#
xgboost
Here are 3,478 public repositories matching this topic...
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
-
Updated
Jun 23, 2020 - Python
Standardized Serverless ML Inference Platform on Kubernetes
kubernetes machine-learning tensorflow sklearn pytorch artificial-intelligence xgboost k8s service-mesh hacktoberfest istio model-serving kubeflow mlops knative model-interpretability kserve genai llm-inference
-
Updated
Dec 21, 2024 - Python
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
machine-learning data-mining statistics kafka graph-algorithms clustering word2vec regression xgboost classification recommender recommender-system apriori feature-engineering flink fm flink-ml graph-embedding flink-machine-learning
-
Updated
Jun 7, 2024 - Java
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
data-science machine-learning neural-network random-forest scikit-learn xgboost hyperparameter-optimization lightgbm ensemble feature-engineering decision-tree hyper-parameters automl automated-machine-learning catboost automatic-machine-learning mljar shap tuning-algorithm models-tuning
-
Updated
Nov 26, 2024 - Python
A python library for decision tree visualization and model interpretation.
visualization python data-science machine-learning random-forest scikit-learn xgboost decision-trees model-interpretation
-
Updated
Aug 29, 2024 - Jupyter Notebook
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
javascript ruby python c java go rust php machine-learning haskell r lightning csharp scikit-learn statistical-learning xgboost lightgbm statsmodels dartlang
-
Updated
Aug 3, 2024 - Python
A library for debugging/inspecting machine learning classifiers and explaining their predictions
python nlp data-science machine-learning scikit-learn xgboost lightgbm inspection explanation crfsuite
-
Updated
May 1, 2022 - Jupyter Notebook
Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
python machine-learning tensorflow numpy scikit-learn pandas pytorch xgboost lightgbm tensor dask ray dataframe statsmodels joblib
-
Updated
Jan 2, 2024 - Python
Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
machine-learning caffe deep-learning time-series gpu rest-api pytorch xgboost image-classification image-search object-detection image-segmentation tsne neural-nets tensorrt ncnn tensorrt-conversion tensorrt-inference
-
Updated
Nov 22, 2024 - C++
A collection of research papers on decision, classification and regression trees with implementations.
classifier machine-learning random-forest statistical-learning xgboost lightgbm gradient-boosting-machine ensemble-learning cart decision-tree tree-ensemble decision-tree-classifier gradient-boosting classification-trees decision-tree-learning decision-tree-model classification-model catboost regression-tree machine-learning-research
-
Updated
Mar 16, 2024 - Python
A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).
python data-science machine-learning r spark deep-learning random-forest h2o xgboost gradient-boosting-machine
-
Updated
Sep 16, 2022 - R
Provide an input CSV and a target field to predict, generate a model + code to run it.
-
Updated
Oct 22, 2019 - Python
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
visualization python machine-learning scikit-learn python3 xgboost tableau automl tpot automated-machine-learning auto-sklearn automl-algorithms
-
Updated
Jun 10, 2024 - Python
[UNMAINTAINED] Automated machine learning for analytics & production
python data-science machine-learning deep-learning analytics tensorflow scikit-learn keras artificial-intelligence xgboost hyperparameter-optimization lightgbm machine-learning-library deeplearning production-ready feature-engineering machine-learning-pipelines automl gradient-boosting automated-machine-learning
-
Updated
Feb 10, 2021 - Python
Distributed ML Training and Fine-Tuning on Kubernetes
python kubernetes machine-learning ai tensorflow gpu pytorch distributed xgboost fine-tuning kubeflow jax mlops huggingface llm
-
Updated
Dec 22, 2024 - Go
MLBox is a powerful Automated Machine Learning python library.
encoding data-science machine-learning deep-learning pipeline optimization keras regression prediction distributed kaggle xgboost classification lightgbm preprocessing drift automl stacking automated-machine-learning auto-ml
-
Updated
Aug 6, 2023 - Python
Time series forecasting with machine learning models
python data-science machine-learning time-series scikit-learn xgboost forecasting lightgbm arima lstm-neural-networks sarimax probabilistic-forecasting direct-forecasting exogenous-predictors multi-series-forecasting multi-step-forecasting backtesting-forecasters quantile-forecasting multiple-time-series-forecasting autoregressive-forecasting
-
Updated
Dec 21, 2024 - Python
Scalable Python DS & ML, in an API compatible & lightning fast way.
-
Updated
Dec 18, 2024 - Python
A curated list of gradient boosting research papers with implementations.
classifier machine-learning deep-learning random-forest h2o xgboost lightgbm gradient-boosting-machine adaboost decision-tree gradient-boosting-classifier classification-algorithm gradient-boosting boosting classification-trees xgboost-algorithm catboost gradient-boosted-trees classification-tree gradient-boosting-decision-trees
-
Updated
Mar 16, 2024 - Python
Improve this page
Add a description, image, and links to the xgboost topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the xgboost topic, visit your repo's landing page and select "manage topics."