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Xiangrui Meng's Projects

breeze icon breeze

Breeze is a library for numerical processing, machine learning, and natural language processing. Its primary focus is on being generic, clean, and powerful without sacrificing (much) efficiency. Breeze is the merger of the ScalaNLP and Scalala projects, because one of the original maintainers is unable to continue development. The Scalala parts are largely rewritten.

conda icon conda

OS-agnostic, system-level binary package manager and ecosystem

containers icon containers

Sample base images for Databricks Container Services

datafu icon datafu

Hadoop library for large-scale data processing

ecosystem icon ecosystem

Integration of TensorFlow with other open-source frameworks

genjavadoc icon genjavadoc

A compiler plugin for generating doc’able Java source from Scala source

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

graphlab icon graphlab

A framework for large-scale machine learning and graph computation.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, and PyTorch.

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

lazy-linalg icon lazy-linalg

A package full of linear algebra operators for Apache Spark MLlib's linalg package

metrics-watcher icon metrics-watcher

JavaScript library that graphs Metrics(http://metrics.codahale.com) and allows for realtime updating of graph data using the Metrics servlet.

mleap icon mleap

MLeap: Deploy Spark Pipelines to Production

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