random-forest · GitHub Topics

#计算机科学#A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

翻译 - 一个Python自动化机器学习工具，可使用基因编程来优化机器学习管道。

机器学习 Python 数据科学 automl 自动化 scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning random-forest gradient-boosting feature-engineering

Jupyter Notebook 9.86 k

14 天前

h2oai / h2o-3

#计算机科学#H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Me...

翻译 - 适用于更智能应用的开源快速可扩展机器学习平台：深度学习，梯度提升和XGBoost，随机森林，广义线性建模（逻辑回归，弹性网），K均值，PCA，堆叠集成，自动机器学习（AutoML）等。

h2o 机器学习数据科学深度学习 big-data ensemble-learning gbm random-forest naive-bayes pca Open Source distributed Java Python R hadoop Apache Spark gpu automl

Jupyter Notebook 7.07 k

21 小时前

biolab / orange3

#计算机科学#🍊 📊 💡 Orange: Interactive data analysis

翻译 - 🍊 📊 💡 Orange：交互式数据分析

data-mining 数据科学机器学习数据可视化 orange Python scikit-learn NumPy SciPy pandas decision-trees clustering 可视化 random-forest plotting classification regression visual-programming

Python 5.03 k

6 天前

susanli2016 / Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

linear-regression logistic-regression decision-trees random-forest svm knn-classification naive-bayes-classifier hierarchical-clustering pca lda

Jupyter Notebook 4.39 k

1 年前

microsoft / FLAML

#自然语言处理#A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

翻译 - 一个快速轻量级的 AutoML 库。

automl hyperparam automated-machine-learning 机器学习数据科学 Python Jupyter Notebook hyperparameter-optimization random-forest scikit-learn 深度学习自然语言处理 natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data

Jupyter Notebook 4.07 k

2 天前

tirthajyoti / Machine-Learning-with-Python

#计算机科学#Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Jupyter Notebook 3.17 k

2 年前

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

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