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big-data-analysis-with-scala-and-spark

byteps

A high performance and generic framework for distributed DNN training

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dist-ef-sgdm

distributedftrl

Distributed FTRL based on dmlc/ps-lite

dlsys

dme

dmlc-core

A common bricks library for building scalable and portable distributed machine learning.

epoi

Benchmark PyTorch Custom Operators

functional-programming-principles-in-scala

Course work in Scala

gluon-nlp

NLP made easy

graphchi-cpp

GraphChi's C++ version. Big Data - small machine.

hibench

HiBench is a big data benchmark suite.

incubator-mxnet-1

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

llama-recipes

Examples and recipes for Llama 2 model

localps

mx-maskrcnn

An MXNet implementation of Mask R-CNN

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

mxseq2seq

seq2seq with attention in mxnet

mxshufflenet

ShuffleNet implementation in mxnet

peloton

The Self-Driving Database Management System

playground

ps-lite

A lightweight parameter server interface

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rabit

Reliable Allreduce and Broadcast Interface for distributed machine learning

simpledb

A simple database including Common Operators, Query Optimization, Transactions, Rollback and Recovery

spark

Mirror of Apache Spark

sparkinternals

Notes talking about the design and implementation of Apache Spark

sqlite-fall2017

Extendible Hash Table, LRU Page Replacement Policy, Buffer Pool Manager, 2PL Lock Manager, Crabbing Protocol Concurrent B+Tree Index, Log Manager, System Recovery