automated-machine-learning

#计算机科学#An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

翻译 - 用于自动化机器学习生命周期的开源AutoML工具包，包括功能工程，神经体系结构搜索，模型压缩和超参数调整。

automl 深度学习 neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning 机器学习数据科学 Tensorflow PyTorch 神经网络深度神经网络 model-compression feature-engineering nas Python hyperparameter-tuning mlops

Python 14.14 k

8 个月前

EpistasisLab / tpot

#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

keras-team / autokeras

#计算机科学#AutoML library for deep learning

翻译 - 基于Keras的AutoML系统

automl neural-architecture-search automated-machine-learning Python 深度学习机器学习 autodl Tensorflow Keras

Python 9.21 k

3 个月前

autogluon / autogluon

#自然语言处理#Fast and Accurate ML in 3 Lines of Code

翻译 - AutoGluon：用于深度学习的AutoML工具包

automl 机器学习数据科学深度学习 ensemble-learning 机器视觉自然语言处理 structured-data object-detection gluon transfer-learning PyTorch automated-machine-learning scikit-learn tabular-data hyperparameter-optimization time-series forecasting Python

Python 8.53 k

6 天前

automl / auto-sklearn

Automated Machine Learning with scikit-learn

翻译 - 使用scikit-learn进行自动化机器学习

automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac

Python 7.76 k

2 个月前

alteryx / featuretools

#计算机科学#An open source python library for automated feature engineering

翻译 - 一个用于自动特征工程的开源python库

feature-engineering 机器学习数据科学 automated-machine-learning automl Python scikit-learn automated-feature-engineering

Python 7.38 k

9 天前

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

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

salesforce / TransmogrifAI

#计算机科学#TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

机器学习 automl transformations dsl pipelines Scala salesforce features feature-engineering Apache Spark 人工智能 automated-machine-learning structured-data transformers

Scala 2.25 k

1 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