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Alteryx Open Source
👁 Alteryx Open Source
We create next generation technologies, tools, and products to unleash the full potential of machine learning. Our mission is to turbo-charge machine learning and data science efforts by creating open source projects that form the foundation of ML capability within the Alteryx Platform.
Libraries
We currently have four Python libraries available for machine learning aficionados to use.
- Featuretools automates the feature engineering process
- EvalML automates model building, includes data checks, and even offers tools for model understanding
- Compose automates prediction engineering
- Woodwork standarizes data typing across all of our libaries
Blog Posts
The Alteryx Open Source team also shares strategies for making the most of these libraries and insights they’ve learned along the way on the Innovation Labs blog. Some recent posts include:
Want to keep up with all the great open-source work at Alteryx?
Be sure to follow @AlteryxOSS on Twitter, and subscribe to our open source newsletter. And if you’d like to work on awesome tools like these every day, check out our careers site and get in touch.
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An open source python library for automated feature engineering
Python
7.6k
908
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EvalML is an AutoML library written in python.
Python
846
93
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A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
Python
510
50
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Woodwork is a Python library that provides robust methods for managing and communicating data typing information.
Python
155
25
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Natural Language Processing primitives for Featuretools
Python
37
12
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A collection of demos showcasing automated feature engineering and machine learning in diverse use cases
Jupyter Notebook
504
169
Repositories
Showing 10 of 142 repositories
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Python
189
Apache-2.0
12
0
1
Updated
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categorical_encoding
Public
Repository for the research and implementation of categorical encoding into a Featuretools-compatible Python library
Jupyter Notebook
51
BSD-3-Clause
14
12
3
Updated
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featuretools
Public
An open source python library for automated feature engineering
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evalml
Public
EvalML is an AutoML library written in python.
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Python
4
BSD-3-Clause
1
0
0
Updated
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woodwork
Public
Woodwork is a Python library that provides robust methods for managing and communicating data typing information.
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JavaScript
3
MIT
1
1
1
Updated
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compose
Public
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
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JavaScript
0
0
0
0
Updated
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nlp_primitives
Public
Natural Language Processing primitives for Featuretools
Python
37
BSD-3-Clause
12
25
2
Updated
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