categorical-features topic

List categorical-features repositories

catboost

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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computa...

chefboost

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A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4.5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical...

product-nets

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Tensorflow implementation of Product-based Neural Networks. An extended version is at https://github.com/Atomu2014/product-nets-distributed.

EntityEmbedding-Working_Example

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This repository contains a notebook demonstrating a practical implementation of the so-called Entity Embedding for Encoding Categorical Features for Training a Neural Network.

cattonum

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Encode Categorical Features (unmaintained)

embedding-encoder

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Scikit-Learn compatible transformer that turns categorical variables into dense entity embeddings.