Popular GitHub Repositories for Novelty Detection

Benchmarking Generalized Out-of-Distribution Detection

? Out-of-Distribution Detection with PyTorch

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

Latent space autoregression for novelty detection.

Source code for Skip-GANomaly paper

Outlier Exposure with Confidence Control for Out-of-Distribution Detection

This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".

A scikit-learn compatible library for anomaly detection

A curated list of awesome resources dedicated to One Class Classification.

Python package to accelerate research on generalized out-of-distribution (OOD) detection.

Code for ECML-PKDD 2022 Paper --- CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection

A Variational AutoEncoder implemented with Keras and used to perform Novelty Detection with the EMNIST-Letters Dataset.

Code for paper entitled "Learning to detect RFI in radio astronomy without seeing it"

SegmentAE: A Python Library for Anomaly Detection Optimization

A semi-supervised variational Gaussian mixture model

Official code for CVPRW-2024 paper "T2FNorm: Train-time Feature Normalization for OOD Detection in Image Classification".

This is the code repository of my master's thesis titled "Adversarially Learned Anomaly Detection using Generative Adversarial Networks"

Code for paper entitled "Improving Novelty Detection using the Reconstructions of Nearest Neighbours"

Extensive collection of tabular time-series anomaly detection datasets.

Ensemble to assign a score to classify a sound(voice) compared to Joe Rogans voice