automated-feature-engineering

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

hibayesian / awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

automl automated-feature-engineering hyperparameter-optimization neural-architecture-search

4.09 k

1 年前

guan-yuan / Awesome-AutoML-and-Lightweight-Models

#Awesome#A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hype...

automl meta-learning automated-feature-engineering hyperparameter-optimization model-compression Awesome Lists neural-architecture-search nas PyTorch quantization Tensorflow

854

4 年前

cod3licious / autofeat

#计算机科学#Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

机器学习 linear-regression feature-engineering feature-selection automl automated-machine-learning automated-feature-engineering

Python 522

3 个月前

upgini / upgini

#大语言模型#Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & comme...

数据科学机器学习 scikit-learn python-library kaggle Open Data automl feature-engineering feature-extraction feature-selection features automated-feature-engineering open-datasets large-language-models ChatGPT 大语言模型

Python 332

3 天前

deep-fingerprinting / df

#计算机科学#The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper

tor tor-network 深度学习深度神经网络 privacy-enhancing-technologies cnn-keras cnn-classification cnn-model traffic-analysis walkie-talkie automated-feature-engineering

Python 178

2 年前

hengzhe-zhang / EvolutionaryForest

#计算机科学#An open source python library for automated feature engineering based on Genetic Programming

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

Python 146

2 个月前

DataCanvasIO / Cooka

#计算机科学#A lightweight and visual AutoML system

automl automated-machine-learning 数据科学机器学习深度学习神经网络 hyperparameter-optimization automated-feature-engineering

Python 42

2 年前

giantcroc / featuretoolsOnSpark

#计算机科学#A simplified version of featuretools for Spark

automated-feature-engineering automl 机器学习 feature-engineering Apache Spark Python automated-machine-learning

Python 31

6 年前

alteryx / predict-household-poverty

#计算机科学#Predict the poverty of households in Costa Rica using automated feature engineering.

机器学习 automated-machine-learning automated-feature-engineering feature-engineering 数据科学 Python

Jupyter Notebook 23

5 年前

abhishekdbihani / Home-Credit-Default-Risk-Recognition

The project provides a complete end-to-end workflow for building a binary classifier in Python to recognize the risk of housing loan default. It includes methods like automated feature engineering for...

feature-engineering feature-selection binary-classification lightgbm xgboost automated-feature-engineering hyperparameter-tuning hyperparameter-optimization bayesian-optimization scikit-learn imbalanced-data hyperopt automl

Jupyter Notebook 18

5 年前