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520-final-project

The repo for 520 final project.

advanced-regression

adversarial-patch

PyTorch implementation of adversarial patch

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

cis700

colossalai

Making large AI models cheaper, faster and more accessible

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deviation-network

Source code of the KDD19 paper "Deep anomaly detection with deviation networks", weakly/partially supervised anomaly detection, few-shot anomaly detection

deviation-network-image

Official PyTorch implementation of the paper “Explainable Deep Few-shot Anomaly Detection with Deviation Networks”, weakly/partially supervised anomaly detection, few-shot anomaly detection, image defect detection.

dpatch

An adversarial attack on object detectors

github-slideshow

A robot powered training repository :robot:

gitlearning

glaucoma

hello-world

I have tried to learn git for several times. At this time, I must learn how to use it.

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110).

imprecise_region

metaod

Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)

modelbased

modelbasedquard

multivalidprediction

nanogpt

otdd

Python implementation of Geometric Dataset Distances via Optimal Transport

pac-confidence-set

Implementation of PAC Confidence Sets for Deep Neural Network (ICLR20)

pac-pred-set

pendulum

pendulum-assignment

program_cal_diverse

rank-calibration

This is the repo for constructing a comprehensive and rigorous evaluation framework for LLM calibration.

safe-rlhf

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

tracking_wo_bnw

Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"