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athena

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

athena-deployment

blog

cameo

Causal Multi-Environment Optimization for Configurable Systems Performance

cancerdetection

care

A framework for debugging configuration bugs in robotic systems.

cl-robustness

A comprehensive study to compare the robustness of contrastive and supervised contrastive with standard supervised learning under different adversarial training scenarios

cure

Causal Understanding and Remediation for Enhancing Robot Performance

differentiable-proving

Code and data for the paper "Pretrained Language Models are Symbolic Mathematics Solvers too!", arXiv:2110.03501

dsep-cp

flexibo

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

gamified_vaccination

internals

knowledge-distillation-pytorch

A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility

mlsys-study

multi-sense-rescuer

Audio-Visual navigation to multiple sound-emitting destinations

nas

Neual network Architecture search

network-traffic-optimization

optimizes LSTM hyperparameters for network traffic

neural-distiller

neuromorphicdnn

nf-game

Game as neurofeedback treatment

perfboost-change-point-detection

MongoDB performance analysis and change points detection

perfbugminer

A github mining project for performance issues

project-athena

This is the course project for CSCE585. Students will build their machine learning systems based on the provided infrastructure --- Athena.

readingroup

reval

Reval is an open-source framework to evaluate the performance of Robotics platforms.

robustness-gym

Robustness Gym is an evaluation toolkit for machine learning.

sctl

unicorn

A Framework for Reasoning about System Performance using Causal AI