AISys Lab

Repositories

• athena

  Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks

  security machine-learning deep-neural-networks artificial-intelligence adversarial-machine-learning defense-methods trusted-ai
  Python MIT 4 19 13 2 Updated Aug 16, 2020

• CAUPER

  Debugging Cross Stack Performance Faults using Causal Inference
  Python 0 0 11 0 Updated Aug 5, 2020

• network-traffic-optimization

  optimizes LSTM hyperparameters for network traffic
  Python 1 0 0 0 Updated Jul 13, 2020

• NeuromorphicDNN
  Python 0 0 0 0 Updated Jun 19, 2020

• neural-distiller
  Python MIT 0 1 0 0 Updated May 29, 2020

• FlexiBO

  FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks

  deep-neural-networks multi-objective-optimization bayesian-optimization
  Python MIT 3 2 0 0 Updated Feb 7, 2020

• mlsys-study
  0 0 0 0 Updated Sep 25, 2019

• NF-Game

  Game as neurofeedback treatment

  openai-gym
  Python 0 0 2 0 Updated May 8, 2019

• perfBugMiner

  A github mining project for performance issues

  machine-learning computer-systems
  Python 1 2 1 0 Updated Aug 30, 2018

• NAS

  Forked from glard/NAS

  Neual network Architecture search
  Jupyter Notebook 1 0 1 0 Updated Aug 24, 2018

• readingroup
  0 3 0 0 Updated Aug 21, 2018

• knowledge-distillation-pytorch

  Forked from peterliht/knowledge-distillation-pytorch

  A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
  Python MIT 184 0 0 0 Updated Jun 26, 2018