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

pivot

Privacy preserving vertical federated learning for tree-based models

forkbase

An Efficient Storage Engine for Blockchain and Forkable Applications

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

LedgerDatabase

Reimplemented LedgerDB and QLDB

SSUMML

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

singa-easy

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

Trails

LedgerBench

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

cohana-visualization

visualization for cohana

risefl

singa-docs

Documentation for SINGA

cool-covid-webapp

HAKES

HAKES: Efficient Data Search with Embedding Vectors at Scale

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