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Ramsey's Projects

softpool icon softpool

Code for approximated exponential maximum pooling

softrank icon softrank

Twittos ranking tools for akka teaching

soln-ml icon soln-ml

A research framework for fast prototyping of automl algorithms.

space2vec icon space2vec

Gengchen Mai, Krzysztof Janowicz, Bo Yan, Rui Zhu, Ling Cai, Ni Lao. Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells, In: Proceedings of ICLR 2020, Apr. 26 - 30, 2020, Addis Ababa, ETHIOPIA .

spark-ctr-models icon spark-ctr-models

CTR prediction models based on spark(LR,FM、XGBoost、XGBoostLR、XGBoostFM)

spark-extension icon spark-extension

A library that provides useful extensions to Apache Spark and PySpark.

spark-ffm icon spark-ffm

Spark-based implementation of FFM (Field-Awared Factorization Machine) with paralleled Adagrad solver Working on Ftrl

spark-gp icon spark-gp

Gaussian Process Classification and Regression on Apache Spark

spark-nlp icon spark-nlp

State of the Art Natural Language Processing

spark-ranger icon spark-ranger

ACL Management for Apache Spark SQL with Apache Ranger. This library has been contributed to https://github.com/apache/submarine as a sub-module, and that module can still be used individually. The project here will no longer be updated. If you have any questions please go to https://github.com/apache/submarine/tree/master/docs/submarine-security/spark-security/README.md to learn how to use and give feedback to the apache submarine community by following https://submarine.apache.org/community/contributors.html

spark-rsvd icon spark-rsvd

Randomized SVD of large sparse matrices on Spark

sparkucx icon sparkucx

A high-performance, scalable and efficient ShuffleManager plugin for Apache Spark, utilizing UCX communication layer

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