GitHub topics: automated-feature-engineering
alteryx/featuretools
An open source python library for automated feature engineering
Language: Python - Size: 7.27 MB - Last synced at: about 14 hours ago - Pushed at: about 18 hours ago - Stars: 7,432 - Forks: 898

hibayesian/awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
Size: 16.8 MB - Last synced at: 7 days ago - Pushed at: 11 months ago - Stars: 4,081 - Forks: 691

cod3licious/autofeat
Linear Prediction Model with Automated Feature Engineering and Selection Capabilities
Language: Python - Size: 1 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 514 - Forks: 63

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
Language: Python - Size: 164 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 330 - Forks: 24

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.
Size: 150 KB - Last synced at: 11 days ago - Pushed at: almost 4 years ago - Stars: 853 - Forks: 160

DataCanvasIO/Cooka
A lightweight and visual AutoML system
Language: Python - Size: 11.2 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 42 - Forks: 9

hengzhe-zhang/EvolutionaryForest
An open source python library for automated feature engineering based on Genetic Programming
Language: Python - Size: 3.64 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 140 - Forks: 28

martineastwood/featuristic
An open source library using genetic algorithms for automated feature engineering and feature selection
Language: Python - Size: 5.87 MB - Last synced at: 17 days ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

giantcroc/featuretoolsOnSpark
A simplified version of featuretools for Spark
Language: Python - Size: 180 KB - Last synced at: 27 days ago - Pushed at: almost 6 years ago - Stars: 31 - Forks: 13

TsLu1s/featransform
Featransform: Automated Feature Engineering for Machine Learning
Language: Python - Size: 868 KB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

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.
Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 17 - Forks: 10

alteryx/featuretools_sql
Automated creation of EntitySets from relational data stored in SQL databases
Language: Python - Size: 139 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

YIWEI-CHEN/awesome-automated-machine-learning
A curated list of awesome automated machine learning resources
Size: 29.3 KB - Last synced at: 9 days ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 0

deep-fingerprinting/df
The source code and dataset are used to demonstrate the DF model, and reproduce the results of the ACM CCS2018 paper
Language: Python - Size: 36.1 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 138 - Forks: 55

Featuretools/predict-household-poverty
Predict the poverty of households in Costa Rica using automated feature engineering.
Language: Jupyter Notebook - Size: 4.95 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 23 - Forks: 15

gilaniasher/kaggle-house-regression-challenge
Predicting housing prices in Iowa using Python/Pandas/linear regression within SKLearn.
Language: Jupyter Notebook - Size: 3.35 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

DS2BRAIN/ds2ai-python
The MLOps platform for innovators 🚀
Language: Python - Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 4
