xgboost · GitHub Topics

dmlc / xgboost

#计算机科学# XGBoost的全称是经过优化的分布式梯度提升库，旨在高效、灵活且可移植。提供Python、R、Java、Scala等库

gbdt gbrt gbm distributed-systems xgboost 机器学习

C++ 26.69 k

6 小时前

MingchaoZhu / DeepLearning

#计算机科学#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

Python 深度学习机器学习 xgboost ensemble-learning bayesian regularization

Python 6.79 k

5 年前

kserve / kserve

#计算机科学#Standardized Serverless ML Inference Platform on Kubernetes

knative 机器学习 model-interpretability model-serving istio kubeflow 人工智能 Tensorflow PyTorch scikit-learn xgboost Kubernetes service-mesh Hacktoberfest mlops genai llm-inference

Python 3.97 k

4 天前

alibaba / Alink

#计算机科学#Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

翻译 - Alink是阿里巴巴计算平台的PAI团队开发的基于Flink的机器学习算法平台。

机器学习 flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering 统计 kafka data-mining apriori word2vec fm graph-embedding

Java 3.59 k

9 个月前

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

parrt / dtreeviz

#计算机科学#A python library for decision tree visualization and model interpretation.

机器学习 scikit-learn Python 数据科学 xgboost decision-trees 可视化 random-forest model-interpretation

Jupyter Notebook 3.02 k

6 天前

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

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

jolibrain / deepdetect

#计算机科学#Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

翻译 - C ++ 11中的深度学习API和服务器支持Caffe，Caffe2，PyTorch，TensorRT，Dlib，NCNN，Tensorflow，XGBoost和TSNE

深度学习机器学习 caffe xgboost REST API tsne object-detection image-segmentation image-classification neural-nets gpu ncnn tensorrt time-series PyTorch image-search

C++ 2.53 k

6 天前

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

szilard / benchm-ml

#计算机科学#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 algor...

机器学习数据科学 R Python gradient-boosting-machine random-forest 深度学习 xgboost h2o Apache Spark

R 1.88 k

2 年前

minimaxir / automl-gs

#计算机科学#Provide an input CSV and a target field to predict, generate a model + code to run it.

翻译 - 提供输入CSV和目标字段以进行预测，并生成模型和代码以运行它。

Python Tensorflow Keras xgboost 机器学习 automl

Python 1.86 k

5 年前

AutoViML / AutoViz

#计算机科学#Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

可视化 Python xgboost automl scikit-learn 机器学习 tableau automated-machine-learning

Python 1.78 k

9 个月前