Movatterモバイル変換

Skip to content

#

featuretools

Here are 17 public repositories matching this topic...

Language:All

Filter by language

All17 Jupyter Notebook9 Python7 R1

Sort:Most stars

Sort options

Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

AutoViML /featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

feature-selection feature-extraction xgboost feature-engineering autoencoders categorical-variables mrmr rfe featuretools rfecv feature-encoding best-encoders feature-engg

UpdatedFeb 19, 2025
Python

alteryx /open_source_demos

A collection of demos showcasing automated feature engineering and machine learning in diverse use cases

python data-science machine-learning tutorial compose feature-engineering featuretools evalml

UpdatedAug 7, 2023
Jupyter Notebook

woodwork

alteryx /woodwork

Woodwork is a Python library that provides robust methods for managing and communicating data typing information.

python data-science machine-learning typing inference dataframe dataframes semantic-tags featuretools woodwork evalml nlp-primitives

UpdatedFeb 18, 2025
Python

praktiskt /featuretoolsR

An R interface to the Python module Featuretools

machine-learning rstats r-package feature-engineering featuretools

UpdatedApr 25, 2020
R

giantcroc /featuretoolsOnSpark

A simplified version of featuretools for Spark

python machine-learning spark feature-engineering automl automated-machine-learning automated-feature-engineering featuretools deep-feature-synthesis

UpdatedJun 14, 2019
Python

uzaymacar /exemplary-ml-pipeline

Exemplary, annotated machine learning pipeline for any tabular data problem.

modeling sklearn h2o data-visualization feature-selection feature-engineering data-cleaning machine-learning-pipelines feature-scaling data-imputation featuretools feature-encoding

UpdatedAug 30, 2019
Jupyter Notebook

alteryx /predict-household-poverty

Predict the poverty of households in Costa Rica using automated feature engineering.

python data-science machine-learning feature-engineering automated-machine-learning automated-feature-engineering featuretools

UpdatedJul 1, 2020
Jupyter Notebook

Home-Credit-Default-Risk-Recognition

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.

scikit-learn feature-selection xgboost hyperparameter-optimization lightgbm hyperopt feature-engineering bayesian-optimization hyperparameter-tuning binary-classification imbalanced-data automl loan-default-prediction udacity-machine-learning-nanodegree f1-score automated-feature-engineering featuretools auc-roc-curve auc-roc-score k-fold-cross-validation

UpdatedJul 1, 2020
Jupyter Notebook

alteryx /featuretools_sql

Automated creation of EntitySets from relational data stored in SQL databases

mysql postgres data-science machine-learning sql postgresql feature-engineering automl automated-machine-learning automated-feature-engineering featuretools

UpdatedNov 2, 2023
Python

alteryx /alteryx-open-src-update-checker

An add-on for Alteryx open source that automatically checks for the latest updates and warnings you when an Alteryx package is out of date.

python checker compose featuretools woodwork evalml

UpdatedApr 17, 2023
Python

almandsky /easyautoml

Automl with Featuretools generate features and use tpot to select model

model-selection feature-engineering automl tpot featuretools meachin-learning

UpdatedSep 27, 2018
Python

enesbol /Classification-Algortihms-on-Anonymized-Data

Classification and Oversampling Algorithms Comparison, using Deep Feature Synthesis and Feature Selection with RFE

bayesian-optimization catboost featuretools kfold oversampling-algorithms

UpdatedJul 4, 2023
Jupyter Notebook

learningwithmachines /Kaggle-Titanic

Files and Notebooks for Kaggle Titanic

scikit-learn pytorch genetic-programming kaggle-titanic tpot deap parallel-python gradient-boosting auto-ml featuretools

UpdatedFeb 12, 2019
Jupyter Notebook

ksulima /Automated_Feature_Engineering

Kaggle competition

python data-science aws-ec2 dask feature-engineering featuretools

UpdatedMay 13, 2019
Jupyter Notebook

bits-bytes-nn /loan-repayment-prediction

Automated approach from feature engineering to modeling on the Kaggle Home Credit Default Risk competition dataset

mxnet featuretools autogluon

UpdatedMar 3, 2021
Jupyter Notebook

theDeepanshuMourya /Data-Science-Portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

python machine-learning scikit-learn keras pandas data-science-portfolio featuretools

UpdatedDec 16, 2019
Jupyter Notebook

Thelin90 /berserkr

berserkr converts retailer data and performs machine learning modeling at scale

s3 pandas pyspark minio featuretools

UpdatedJul 6, 2023
Python

Improve this page

Add a description, image, and links to thefeaturetools topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thefeaturetools topic, visit your repo's landing page and select "manage topics."

[8]ページ先頭

©2009-2025 Movatter.jp