alteryx/featuretools on Hacker News

…feature engineering. Definitely worth checking out! [1] https://github.com/FeatureLabs/compose [2] https://github.com/FeatureLabs/featuretools

comment by jeff-hernandez · 2020-07-16 · in Snorkel AI: Putting Data First in ML Development

…inspiration for me as I create and contribute to open source libraries for data science [0][1]. [0] https://github.com/FeatureLabs/featuretools/ [1] https://github.com/FeatureLabs/compose/

comment by kmax12 · 2020-01-29 · in Pandas 1.0

…library trying to do this for feature engineering called Featuretools. You can check it out here: https://github.com/FeatureLabs/featuretools/

comment by kmax12 · 2020-01-07 · in Technical Debt in Machine Learning Systems (2015) [pdf]

…and hope you do too: https://www.featurelabs.com/open Here is one of our most popular libraries: https://github.com/featuretools/featuretools Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2020-01-02 · in Ask HN: Who is hiring? (January 2020)

…and hope you do too: https://www.featurelabs.com/open Here is one of our most popular libraries: https://github.com/featuretools/featuretools Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2019-10-01 · in Ask HN: Who is hiring? (October 2019)

…and hope you do too: https://www.featurelabs.com/open Here is one of our most popular libraries: https://github.com/featuretools/featuretools Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2019-09-03 · in Ask HN: Who is hiring? (September 2019)

…and hope you do too: https://www.featurelabs.com/open Here is one of our most popular libraries: https://github.com/featuretools/featuretools Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2019-08-01 · in Ask HN: Who is hiring? (August 2019)

…a single table already. For example, I’m a developer of a open source library called Featuretools ( https://github.com/Featuretools/featuretools ) that tries to automate feature engineering for temporal and relational datasets. Basically,…

comment by kmax12 · 2019-05-10 · in An End-to-End AutoML Solution for Tabular Data at KaggleDays

…of the process. That is one of the reasons I work on an open source library called Featuretools ( http://github.com/featuretools/featuretools/ ) that aims to use automation to create more reusable abstrations for feature engineering. If…

comment by kmax12 · 2019-04-21 · in Ask HN: What does your ML pipeline look like?

…analysis but also in other areas where specialized tools might be useful such as listed below: o https://github.com/Featuretools/featuretools - Automated feature engineering with main focus on relational structures and deep feature…

comment by asavinov · 2019-02-14 · in The Unreasonable Effectiveness of Deep Feature Extraction

…and FunctionTransformer " https://github.com/scikit-learn-contrib/sklearn-pandas Featuretools https://github.com/Featuretools/featuretools > Featuretools is a python library for automated feature engineering. [using DFS: Deep Feature…

comment by westurner · 2019-01-21 · in Steps to a clean dataset with Pandas

…ready. For that, I recommend a library for automated feature engineering called Featuretools ( http://github.com/featuretools/featuretools/ ). Here's a good article to get started with it ( https://towardsdatascience.com/automated-feature-e…

comment by kmax12 · 2018-12-10 · in Ask HN: How to incorporate machine learning into day job?

…engineering pipelines. I'd be curious how this could be combined with a library like Featuretools ( http://github.com/featuretools/featuretools/ ) which helps automate the discovery of features, but currently has less functionality related…

comment by kmax12 · 2018-12-03 · in Show HN: Lambdo – Feature engineering and machine learning together

…interested in getting hands on with our product, check out our open source library, Featuretools https://github.com/featuretools/featuretools/ . Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2018-12-03 · in Ask HN: Who is hiring? (December 2018)

…I work on an open source python library for automated feature engineering called, Featuretools ( https://github.com/featuretools/featuretools/ ). It can help when your raw data is still too granular for modeling or comprised of multiple…

comment by kmax12 · 2018-10-28 · in No Phd, No Problem: New Schemes Teach the Masses to Build AI

…interested in getting hands on with our product, check out our open source library, Featuretools https://github.com/featuretools/featuretools/ . Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2018-10-01 · in Ask HN: Who is hiring? (October 2018)

…learning. Another option that people here might consider is using a library like Featuretools ( https://github.com/featuretools/featuretools ) for "automated feature engineering". Note: I am one of the developers. Our goal is to help you…

comment by kmax12 · 2018-07-23 · in Machine Learning Guides

…interested in getting hands on with our product, check out our open source library, Featuretools https://github.com/featuretools/featuretools/ . Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2018-07-02 · in Ask HN: Who is hiring? (July 2018)

…(and I am biased), is a python library for automated feature engineering called, Featuretools ( https://github.com/featuretools/featuretools/ ). It can help when your raw data is still too granular for modeling or comprised of multiple…

comment by kmax12 · 2018-06-02 · in A Course in Machine Learning

…in even more, I work on a python library for automated feature engineering called, Featuretools ( https://github.com/featuretools/featuretools/ ). It can help when your raw data is still too granular for modeling or comprised of multiple…

comment by kmax12 · 2018-05-09 · in Understanding Machine Learning: From Theory to Algorithms

…interested in getting hands on with our product, check out our open source library, Featuretools https://github.com/featuretools/featuretools/ . Apply at https://www.featurelabs.com/careers/

comment by kmax12 · 2018-05-01 · in Ask HN: Who is hiring? (May 2018)

…experts to use ML. For example, I work on an open source python library called featuretools ( https://github.com/featuretools/featuretools/ ) that aims automated feature engineering for relational datasets. We've seen a lot of non-ml…

comment by kmax12 · 2018-04-22 · in Artificial intelligence accelerates discovery of metallic glass

…interested in getting hands on with our product, check out our open source library, Featuretools https://github.com/featuretools/featuretools/ . Apply at https://www.featurelabs.com/company#careers

comment by kmax12 · 2018-04-02 · in Ask HN: Who is hiring? (April 2018)

…I work on an open source python library for automated feature engineering called Featuretools https://github.com/featuretools/featuretools/ . It can help when your data is more complex such as when it comprised of multiple tables. We have…

comment by kmax12 · 2018-03-01 · in Machine Learning Crash Course

…interested in getting hands on with our product, check out our open source library, Featuretools https://github.com/featuretools/featuretools/ . Apply at https://www.featurelabs.com/company#careers

comment by kmax12 · 2018-03-01 · in Ask HN: Who is hiring? (March 2018)

…this, I maintain an open source library for automated feature engineering called Featuretools ( https://github.com/featuretools/featuretools ). We also have demos on our website ( https://www.featuretools.com/demos ) if you want to see it…

comment by kmax12 · 2018-02-26 · in A Brief Introduction to Machine Learning for Engineers (2017)

…extract features from regular enterprise databases will save lots of manual effort Github repo url https://github.com/Featuretools/featuretools Python notebook for NYC Taxi 1.5 million trips training dataset…

comment by LrnByTeach · 2018-02-22 · in Automated Feature Engineering

…log files) or a lot of training examples. I’m the developer of a library called Featuretools ( https://github.com/Featuretools/featuretools ) which is a good tool to know for automated feature engineering. Our demos are also a useful…

comment by kmax12 · 2018-02-20 · in Ask HN: As a data scientist, what should be in my toolkit in 2018?

…I maintain an open source library for automated feature engineering called Featuretools ( https://github.com/featuretools/featuretools ). For people interested in trying it out, we have demos ( https://www.featuretools.com/demos ) to help…

comment by kmax12 · 2018-01-17 · in Cloud AutoML: Making AI accessible to every business

…log files) or a lot of training examples. I’m the developer of a library called Featuretools ( https://github.com/Featuretools/featuretools ) which is a good tool to know for automated feature engineering. Our demos are also a useful…

comment by kmax12 · 2018-01-13 · in Ask HN: Best introductory video courses on ML and Deep Learning?

I worked on building a python library for automated feature engineering called Featuretools ( https://github.com/featuretools/featuretools/ ). I had been working on it for 2 years, but in 2017 we separated it from the rest of the codebase…

comment by kmax12 · 2017-12-31 · in Ask HN: What did you work on in 2017?

…applying it. Personally, I am a developer of an open source python library called Featuretools ( https://github.com/featuretools/featuretools/ ) that is trying to change this for tabular and multi-table datasets. We are working hard to…

comment by kmax12 · 2017-12-26 · in Machine Learning for Dummies

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Show HN: Automated Feature Engineering in Machine Learning

story by Wronskia · 2017-12-15 · 1 comment

…of mine since that realization. I currently work on an open source project called Featuretools ( https://github.com/featuretools/featuretools/ ) that aims help people apply feature engineering to transactional or relational datasets. We…

comment by kmax12 · 2017-12-14 · in Machine Learning 101 slidedeck: 2 years of headbanging, so you don't have to

…we have a pull request [0] up right now for python 3 that passes all the automated testing. [0] https://github.com/Featuretools/featuretools/pull/16

comment by kmax12 · 2017-11-13 · in Ask HN: Best way to get started with AI?

…so we tried to make it easier by creating an open source library called Featuretools [0]. [0] https://github.com/featuretools/featuretools

comment by kmax12 · 2017-11-13 · in Ask HN: Best way to get started with AI?

…feature engineering for data with relational structure. [0] https://www.kaggle.com/surveys/2017 [1] https://github.com/featuretools/featuretools

comment by kmax12 · 2017-11-06 · in Building A.I. That Can Build A.I