Feature Labs is committed to open source

We believe open source is the foundation for data science. That’s why we’ve open sourced several of our repos and continue to support the community.

NewWe’re building a framework to define machine learning tasks

Our open source projects

We use these open source tools to address the exponential demand in machine learning.
Collectively, we will make developers and data scientists 1000x more productive.

Featuretools

Framework for automated feature engineering

Python

Automated vs Manual comparison

Benefits of automated feature engineering

Python

195

Solving Machine Learning Problems

A general-purpose framework for solving problems with machine learning

Python

138

Natural Language Processing

NLP primitives for Featuretools

Python

Categorical Encoding

Multiple encoding methods for Featuretools

Python

Compose ML

Generate complex labels from raw dataset

Python

AutoNormalize

Automated data normalization

Python

Henchman

Utility tools for developing machine learning pipelines

Python

DL-DB

Deep learning for time-varying multi-entity datasets

Python

Predict Next Purchase

Predict what a shopper buys next using purchase history

Python

251

Predict Customer Churn

Predict if a user of a SaaS will renew

Python

125

Predict Remaining Useful Life

Predict engine degradation using historical sensor data

Python

Predict Appointment No-Show

Predict if a patient will show up to an upcoming appointment

Python

Automated vs Manual comparison

Benefits of automated feature engineering

Python

195

Scaling Featuretools with Dask

Using Featuretools on Dask

Python

Scaling Featuretools with Spark

Using Featuretools on Spark

Python

Predict Olympic Medals

Predict how many medals a country will win

Python

Predict Taxi Trip Duration

Predict how long a taxi trip will take

Python

Predict Correct Answer

Predict if a student will submit a correct answer on an assignment

Python

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