lzjpaul

neurdb

AI-powered Autonomous Data System

forkbase

An Efficient Storage Engine for Blockchain and Forkable Applications

falcon

singa-doc

Apache singa

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.

modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

dropout

Effective and efficient dropout for deep convolutional neural networks

VM-V2

microbat

A feedback-based debugger for interactively recommending suspicious step in buggy program execution.

gam

Globally Addressable Memory management (efficient distributed memory management via RDMA and caching)

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

modelslicing

Model Slicing for Analytics with Elastic Inference Cost and Resource Constraints

rafiki

Rafiki is a distributed system that supports training and deployment of machine learning models using AutoML, built with ease-of-use in mind.

nusthesis

A LaTeX template for thesis of the National University of Singapore (NUS)

blockbench

BLOCKBENCH: A Framework for Analyzing Private Blockchains. Blockbench contains workloads for measuring the data processing performance, and workloads for understanding the performance of different layers of Blockchain systems.