Discover alteryx/sparkGLM Open Source project by @alteryx

EvalML is an AutoML library written in python.

7,242

evalml

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

772

compose

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

497

open_source_demos

A general-purpose framework for solving problems with machine learning applied to predicting customer churn

496

predict-customer-churn

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

405

Automated-Manual-Comparison

Predict remaining useful life of a component based on historical sensor observations using automated feature engineering

327

predict-remaining-useful-life

a load testing tool extended from locust

229

locust-grasshopper

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

177

woodwork

python library for automated dataset normalization

144

autonormalize

Predict whether a loan will be repaid using automated feature engineering.

110

predict-loan-repayment

Predict taxi trip duration based on historical trips using automated feature engineering

predict-taxi-trip-duration

Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library

categorical_encoding

Natural Language Processing primitives for Featuretools

nlp_primitives

TSFresh primitives for featuretools

featuretools-tsfresh-primitives

Predict whether internet traffic is malicious given historical router traffic data

predict-malicious-cyber-connections

Predict whether a student will correctly answer a problem based on past performance using automated feature engineering

predict-correct-answer

HTML

DSx

Hands on tutorials demonstrating the concepts of Prediction engineering, Feature engineering and automation in data science.

Predict whether or not a patient will show up to their next appointment using automated feature engineering

predict-appointment-noshow

Predict how many medals a country will win at the Olympics based on past performance using automated feature engineering

predict-olympic-medals

A flexible, easy-to-use abstraction layer for building tools for the Alteryx Python SDK

snakeplane

A repository for all sample plugins created with the Alteryx python SDK

python-sdk-samples

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

predict-household-poverty

Create, manage and edit R code outside Alteryx in an IDE

AlteryxRhelper

alteryx-tool-generator

Generator to scaffold a custom Alteryx Designer tool.

Deep learning for time-varying multi-entity datasets

DL-DB

Chef cookbook for Alteryx Server

cookbook-alteryx-server

Ruby

promote-python

Python library for deploying models built using Python to Alteryx Promote.

A collection of repeated use utility functions for notebook demos.

henchman

This is an R package containing utility functions used by the predictive tools in Alteryx.

AlteryxPredictive

ayx-developer-sdk

Alteryx Developer Software Development Kit (SDK)

featuretools-sklearn-transformer

Featuretools' DFS as a scikit-learn transformer

Automated creation of EntitySets from relational data stored in SQL databases

featuretools_sql

Interactive Dashboard for Predictive Models

flightdeck

CSS

mini-tate

TypeScript

featuretools-docker

Use docker to provision Featuretools with a Jupyter notebook server

Dockerfile

dev-harness

TypeScript

jeeves

A sagacious valet to build and maintain predictive tools in Alteryx.

alteryx-ui

Want to use Alteryx, but not sure where to start? To guide you through your journey, we have provided a comprehensive list of available resources!

learning-guide

HTML

ui-automation-samples

HTML

pythontool-ayx-package

A GitHub Action integrated with the GitHub and CircleCI API.

OpenYXDB

gh-action-ci

R package for deploying models built using R to Alteryx Promote.

promote-r-client

DLDB-Demos

premium_primitives

Convert D3M raw dataset to D3M clean dataset with Featuretools

D3M-Online-Retail-Dataset

Alteryx tool to execute arbitrary JavaScript code within the Alteryx workflow.

JavaScriptTool

An opinionated yeoman generator for node packages with typescript. Based on generator-node-typescript.

generator-node-typescript-simple

R package for Simulation in Alteryx

AlteryxSim

react-comms

R Package for Optimization in Alteryx

AlteryxPrescriptive

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.

GitHub action to upload to PyPi

gh-action-pypi-upload

Shell

AlteryxPythonSdk-teaching-a-spider-to-crawl

ta1-primitives

Predict the rating given to a restaurant based solely on the review text. Uses custom NLP primitives.

predict-restaurant-rating

Code used to generate datasets for Alteryx's weekly challenges on the Community

Code_for_weekly_challenge

adobe-analytics

Generate on demand report data from your Adobe Analytics report suites.

Alteryx Google Analytics Plugin

AlteryxAddins

GoogleAnalytics

CheckMate is an AutoML library which catches and warns of problems with your data and problem setup before modeling

Logistic_Regression

Logistic Regression Tool

CSS

CheckMates