automated-feature-engineering
There are 17 repositories under automated-feature-engineering topic.
alteryx/featuretools
An open source python library for automated feature engineering
hibayesian/awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
guan-yuan/awesome-AutoML-and-Lightweight-Models
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.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
cod3licious/autofeat
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
upgini/upgini
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 & commercial LLMs
deep-fingerprinting/df
The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper
hengzhe-zhang/EvolutionaryForest
An open source python library for automated feature engineering based on Genetic Programming
DataCanvasIO/Cooka
A lightweight and visual AutoML system
giantcroc/featuretoolsOnSpark
A simplified version of featuretools for Spark
alteryx/predict-household-poverty
Predict the poverty of households in Costa Rica using automated feature engineering.
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 connecting relational databases, comparison of different classifiers on imbalanced data, and hyperparameter tuning using Bayesian optimization.
alteryx/featuretools_sql
Automated creation of EntitySets from relational data stored in SQL databases
DS2BRAIN/ds2ai-python
The MLOps platform for innovators 🚀
YIWEI-CHEN/awesome-automated-machine-learning
A curated list of awesome automated machine learning resources
TsLu1s/Featransform
Featransform: Automated Feature Engineering for Supervised Machine Learning
gilaniasher/kaggle-house-regression-challenge
Predicting housing prices in Iowa using Python/Pandas/linear regression within SKLearn.
martineastwood/featuristic
An open source library using genetic algorithms for automated feature engineering and feature selection