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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

Related Keywords
automated-feature-engineering 17 automl 13 machine-learning 12 feature-engineering 10 data-science 9 automated-machine-learning 8 python 6 hyperparameter-optimization 5 scikit-learn 4 featuretools 4 feature-selection 4 deep-learning 3 neural-architecture-search 3 deep-neural-networks 2 spark 2 kaggle 2 mysql 1 xgboost 1 postgres 1 postgresql 1 sql 1 automated-deep-learning 1 automated-model-selection 1 sdk 1 udacity-machine-learning-nanodegree 1 loan-default-prediction 1 lightgbm 1 k-fold-cross-validation 1 imbalanced-data 1 hyperparameter-tuning 1 hyperopt 1 f1-score 1 binary-classification 1 mlops 1 machinelearning 1 gpu 1 autodl 1 ai 1 sklearn 1 pandas 1 ordinary-least-squares 1 wtf-pad 1 website-fingerprinting 1 walkie-talkie 1 traffic-analysis 1 tor-network 1 tor 1 privacy-enhancing-technologies 1 deeplearning 1 cnn-model 1 cnn-keras 1 cnn-classification 1 bayesian-optimization 1 meta-learning 1 awesome-list 1 architecture-search 1 python-library 1 public-data 1 open-datasets 1 open-data 1 llm 1 large-language-models 1 kaggle-solution 1 features 1 feature-extraction 1 data-enrichment 1 chatgpt 1 automl-pipeline 1 machine-learning-models 1 linear-regression 1 automated-data-science 1 auc-roc-score 1 auc-roc-curve 1 feature-optmizer 1 feature-construction 1 clustering-validation 1 automated-feature-selection 1 anomaly-detection 1 deep-feature-synthesis 1 genetic-programming 1 neural-network 1 tensorflow 1 quantized-training 1 quantized-neural-network 1 quantization 1 pytorch 1 nas 1 model-compression 1 model-acceleration 1