softsys4ai/ATHENA-Deployment

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softsys4ai/ATHENA-Deployment

softsys4ai

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unicorn

A Framework for Reasoning about System Performance using Causal AI

athena

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

FlexiBO

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

differentiable-proving

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

readingroup

neural-distiller

care

A framework for debugging configuration bugs in robotic systems.

Reval

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

Physics-Informed-Deep-Learning

NASA Physics-Informed Deep Learning Project

Jupyter Notebook

CL-Robustness

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

Jupyter Notebook

cure

Causal Understanding and Remediation for Enhancing Robot Performance

SCTL

internals

network-traffic-optimization

optimizes LSTM hyperparameters for network traffic

Multi-Sense-Rescuer

Audio-Visual navigation to multiple sound-emitting destinations

perfBugMiner

A github mining project for performance issues

visualization

We use this repo to polish our ability in designing pretty diagrams for papers, posters, thesis and so on. We plan to do the practice and meet periodically. The resulting designs will be collected into appropriate libraries for future reuse.

CAMEO

Causal Multi-Environment Optimization for Configurable Systems Performance