Cloud Application and Platform Lab @ NTU

Repositories

• ML-Model-CI

  MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

  deep-learning continuous-integration profiler inference pytorch dispatcher tensorflow-serving
  Python Apache-2.0 10 107 18 (1 issue needs help) 1 Updated Feb 6, 2021

• cluster-support

  Forked from nyu-dl/cluster-support
  Python BSD-3-Clause 5 0 0 0 Updated Jan 18, 2021

• Video-to-Retail-Platform

  An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.

  machine-learning deep-neural-networks deep-learning multimedia network-server multimodal-deep-learning ai-system
  Python Apache-2.0 30 105 2 0 Updated Jan 10, 2021

• autocomplete

  code completion using neural network
  Python Apache-2.0 0 0 1 8 Updated Dec 12, 2020

• FedReID

  Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)

  person-reidentification federated-learning federated-learning-algorithm federated-learning-application
  Python MIT 6 36 0 0 Updated Nov 24, 2020

• cap-ntu.github.io
  0 0 0 0 Updated Nov 20, 2020

• mlmodelci_mm_demo

  Applications supported by MLModelCI, try it yourself!
  TypeScript 0 2 0 0 Updated Oct 12, 2020

• iTCM-Datasets

  These datasets are collected for the GBIC project to conduct research about indoor human thermal comfort. The GBIC research project proposes to develop online thermal comfort models via a deep-learning approach and apply them to behavioral studies to drive “greener, smarter and healthier buildings” in the tropics (e.g., Singapore). Leveraging pr…

  hvac thermal-comfort pmv
  1 5 0 0 Updated Aug 5, 2020

• deepm2ad-benchmarking

  Code for ACMMM 2020 paper - Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning
  MIT 0 6 0 0 Updated Aug 2, 2020

• hysia_mm_demo
  0 0 0 0 Updated Jun 8, 2020

• baconian-project

  Model-based Reinforcement Learning Framework

  reinforcement-learning reinforcement-learning-algorithms model-based model-based-rl model-based-reinforcement-learning
  Python MIT 5 88 0 0 Updated May 22, 2020

• intelligent-trainer
  Python 1 0 0 0 Updated Apr 16, 2020

• HysiaDecode

  provide a highly efficient and user-friendly video preprocessing library

  audio video cuda decoding ffmepg
  C++ 2 8 1 0 Updated Jan 9, 2020

• DeepQoE

  DeepQoE: A unified framework for learning to predict video QoE (ICME2018 oral)
  Python 9 16 0 0 Updated Apr 8, 2019

• Morph

  A Fast and Scalable Cloud/Distributed Transcoding System
  Python 26 80 3 0 Updated Mar 27, 2019

• Ratatouille

  Optimizing Network Performance for Large-Scale Distributed Machine Learning
  C++ 1 1 0 0 Updated Jan 8, 2018

• Graphee

  Big Graph Analysis Systems@CAP, NTU

  graph
  C++ 1 4 0 0 Updated Jan 8, 2018

• Cloud3DView

  Data Centre Modeling and Management System
  C# Apache-2.0 6 18 0 0 Updated Nov 17, 2015

• UniCAP

  An Unified Computing Engine for Fast Data Processing
  C++ 8 12 3 0 Updated Nov 13, 2015

• Yubigo

  Social TV ( tv box part)
  Python 3 16 0 0 Updated Nov 7, 2015