Ziyue Huang's repositories
MXShuffleNet
ShuffleNet implementation in mxnet
DistributedFTRL
Distributed FTRL based on dmlc/ps-lite
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
Functional-Programming-Principles-in-Scala
Course work in Scala
byteps
A high performance and generic framework for distributed DNN training
epoi
Benchmark PyTorch Custom Operators
gluon-nlp
NLP made easy
graphchi-cpp
GraphChi's C++ version. Big Data - small machine.
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
mx-maskrcnn
An MXNet implementation of Mask R-CNN
mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow.
peloton
The Self-Driving Database Management System
ps-lite
A lightweight parameter server interface
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
tvm
bring deep learning workloads to bare metal
xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.
xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow