nusdbsystem

ARM-Net

A ready-to-use framework of the state-of-the-art models for structured (tabular) data learning with PyTorch. Applications include recommendation, CRT prediction, healthcare analytics, anomaly detection, and etc.

falcon

forkbase

An Efficient Storage Engine for Blockchain and Forkable Applications

pivot

Privacy preserving vertical federated learning for tree-based models

forkbase-wiki

Documentation of ForkBase

singa-auto

A platform to automate the training (including hyper-parameter tuning) and inference of machine learning models

Hybrid-Blockchain-Database-Systems

SSUMML

Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation

LedgerDatabase

Reimplemented LedgerDB and QLDB

singa-easy

Plugins for singa-auto platform (https://github.com/nusdbsystem/singa-auto) for AutoML

Trails

cohana-visualization

visualization for cohana

risefl

singa-docs

Documentation for SINGA

cool-covid-webapp

LedgerBench

https://www.comp.nus.edu.sg/~dbsystem/fintech-Ledgerbench/#/

model-slicing

singa

Mirror of Apache Singa

cnmem

A simple memory manager for CUDA designed to help Deep Learning frameworks manage memory

COOL

the source code of the COOL system

crowdop

idat

Interactive Data Analysis Tool

MOSS

Secure Cloud-Native Model Inference on Sensitive Data

project-layout

Standard Go Project Layout