AISys Lab

Artificial Intelligence and Systems Laboratory

UofSC

Pinned Repositories

athena
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
Language:Python42 9 319
care
A framework for debugging configuration bugs in robotic systems.
Language:Python4 3 01
CL-Robustness
A comprehensive study to compare the robustness of contrastive and supervised contrastive with standard supervised learning under different adversarial training scenarios
Language:Jupyter Notebook3 4 01
cure
Causal Understanding and Remediation for Enhancing Robot Performance
Language:C++3 3 21
differentiable-proving
Code and data for the paper "Pretrained Language Models are Symbolic Mathematics Solvers too!", arXiv:2110.03501
Language:Python12 6 13
FlexiBO
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
Language:Python13 7 03
neural-distiller
Language:Python10 6 41
readingroup
12 12 20
Reval
Reval is an open-source framework to evaluate the performance of Robotics platforms.
Language:C++3 5 91
unicorn
A Framework for Reasoning about System Performance using Causal AI
Language:Python42 6 307

AISys Lab's Repositories

softsys4ai/athena
Athena: A Framework for Defending Machine Learning Systems Against Adversarial Attacks
Language:Python42 9 319
softsys4ai/unicorn
A Framework for Reasoning about System Performance using Causal AI
Language:Python42 6 307
softsys4ai/FlexiBO
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
Language:Python13 7 03
softsys4ai/differentiable-proving
Code and data for the paper "Pretrained Language Models are Symbolic Mathematics Solvers too!", arXiv:2110.03501
Language:Python12 6 13
softsys4ai/neural-distiller
Language:Python10 6 41
softsys4ai/care
A framework for debugging configuration bugs in robotic systems.
Language:Python4 3 01
softsys4ai/CL-Robustness
A comprehensive study to compare the robustness of contrastive and supervised contrastive with standard supervised learning under different adversarial training scenarios
Language:Jupyter Notebook3 4 01
softsys4ai/cure
Causal Understanding and Remediation for Enhancing Robot Performance
Language:C++3 3 21
softsys4ai/Reval
Reval is an open-source framework to evaluate the performance of Robotics platforms.
Language:C++3 5 91
softsys4ai/internals
2 9 00
softsys4ai/Multi-Sense-Rescuer
Audio-Visual navigation to multiple sound-emitting destinations
Language:Python2 3 31
softsys4ai/network-traffic-optimization
optimizes LSTM hyperparameters for network traffic
Language:Python2 4 02
softsys4ai/perfBugMiner
A github mining project for performance issues
Language:Python2 4 11
softsys4ai/SCTL
Language:Python2 4 01
softsys4ai/ATHENA-Deployment
Language:Jupyter Notebook1 3 01
softsys4ai/CAMEO
Causal Multi-Environment Optimization for Configurable Systems Performance
Language:Python1 4 0
softsys4ai/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.
1 6 01
softsys4ai/NeuromorphicDNN
Language:Python0 4 01
softsys4ai/ads
4 01
softsys4ai/blog
Language:CSS4 0
softsys4ai/CancerDetection
Language:Jupyter Notebook5 0
softsys4ai/Dsep-CP
Language:Python3 0
softsys4ai/gamified_vaccination
Language:R4 0
softsys4ai/mlsys-study
3 0
softsys4ai/NAS
Neual network Architecture search
Language:Jupyter Notebook4 1
softsys4ai/NF-Game
Game as neurofeedback treatment
Language:Python3 4
softsys4ai/PerfBoost-Change-Point-Detection
MongoDB performance analysis and change points detection
Language:Python6 2
softsys4ai/project-athena
This is the course project for CSCE585. Students will build their machine learning systems based on the provided infrastructure --- Athena.
Language:Python2 0
softsys4ai/RL-LLM
Language:Python2 0
softsys4ai/robustness-gym
Robustness Gym is an evaluation toolkit for machine learning.
Language:Python2 0