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.

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 14.21 k

1 年前

EpistasisLab / tpot

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

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 9.92 k

1 个月前

keras-team / autokeras

#计算机科学#AutoML library for deep learning

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

Python 9.24 k

6 个月前

autogluon / autogluon

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

Python 8.93 k

3 天前

automl / auto-sklearn

Automated Machine Learning with scikit-learn

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

Python 7.86 k

5 个月前

alteryx / featuretools

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

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

Python 7.46 k

11 天前

microsoft / FLAML

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

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 4.15 k

19 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

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 3.16 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 2.26 k

2 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 1.81 k

1 年前