novelty-detection

There are 73 repositories under novelty-detection topic.

  • OCSVM

    Language:MATLAB

  • Thesis

    Language:Jupyter Notebook

  • NaSA_TD3

    Official PyTorch Implementation of Our Paper Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks

    Language:Python5

  • ADRepository-Anomaly-detection-datasets

    Popular real-world datasets for anomaly detection on tabular data, graph data, image data, time series data, and video data

    5

  • NLN

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

    Language:Python5

  • Audio-Speech-Music-classification

    Audio to speech/music classification

    Language:MATLAB5

  • Polimi_Thesis

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

    Language:Jupyter Notebook5

  • segmentae

    SegmentAE: A Python Library for Anomaly Detection Optimization

    Language:Python4

  • minas-reference-implementation

    Reference implementation for MINAS (MultI-class learNing Algorithm for data Streams), an algorithm to address novelty detection in data streams multi-class problems.

    Language:Java4

  • minas-flink

    Novelty Detection on Data Streams for IoT Network Intrusion Detection.

    Language:C4

  • Billboard-Hot-100-Music-Novelty

    Aggregate data and sample code for the paper: Novelty and Cultural Evolution in Modern Popular Music

    Language:Jupyter Notebook3

  • AE4ND

    Novelty Detection with Autoencoders for System Health Monitoring in Industrial Environments

    Language:Python3

  • ph-novelty-detection

    novelty detection with topological signatures

    Language:Python3

  • minas

    PCF compatible MINAS (MultI-class learNing Algorithm for data Streams). An algorithm to address novelty detection in data streams multi-class problems.

    Language:Java3

  • SMDN

    A simple yet effective post-processing method for detecting unknown intent in dialogue systems based on pre-trained deep neural network classifiers

    Language:Python3

  • SIO

    Official PyTorch implementation for "SIO: Synthetic In-Distribution Data Benefits Out-of-Distribution Detection"

    Language:Python2

  • thesis-botnet-detection

    Detection of malware bot and botnet activities over DNS / Master's Thesis

    Language:Jupyter Notebook2

  • AND---application-for-novelty-detection

    Application for analyzation of data with method Novelty detection

    Language:Python2

  • insight

    Insight Data Science DS.2019C.TO project

    Language:Jupyter Notebook2

  • cheatmeal

    Improvements over autoencoders in PyTorch

    Language:Python2

  • curiosity-mastcam-anomaly-detection

    Novelty detection on mars photos from multispectral curiosity mastcam camera using VAE, FLOW and GAN models

    Language:Jupyter Notebook1

  • ufonovl

    An NLP pipeline that detects new textual information about UFOs/UAPs

    Language:Python1

  • novelty-detection-xray

    Representative code for my Master's Thesis: "Automatic Detection of Foreign Objects in X-Ray Images" (2021).

    Language:Jupyter Notebook1

  • ASCOOD

    Official code for arXiv preprint arXiv:2411.10794: "Going Beyond Conventional OOD Detection"

    Language:Python

  • RnDTransformer

    Official source codes for implementing "Novelty-focused R&D landscaping using transformer and local outlier factor"

    Language:Python

  • awesome-ts-anomaly-detection-datasets

    Extensive collection of tabular time-series anomaly detection datasets.

  • NoveltySeeking

    Novelty seeking: Explore wether you are a novelty seeker or not

    Language:JavaScript

  • SSC-UC

    Re-implementation of the SSC-UC method proposed by Schrunner et al. (2020)

    Language:R

  • Water-pipe-leak-detection

    Water pipeline leak detection via Novelty detection

    Language:Python

  • kmeans-image-segmentation

    K-Means image segmentation (feature extraction) that just works. Lightweight and low footprint C++ implementation.

    Language:C++

  • odetector

    Outlier Detection Using Cluster Analysis

    Language:R

  • fce-open-world-crop-classification

    Python code for detecting and learning new classes of threats present in crops

    Language:Python

  • IP

    An individual project on smartphone authentication using machine learning. Features such as users' tap pressure, x & y coordinates, and keystrokes were obtained to train a novelty detection algorithm

    Language:Kotlin

  • dHRM-novelty-detection

    Applied a probabilistic machine learning approach to melt curve-based DNA profiling to enable novel genotype detection

    Language:Jupyter Notebook

  • ecf-anomaly-detection

    Python package providing an anomaly (outlier and novelty) detector based on the empirical Christoffel function.

    Language:Python

  • joe-rogan-ml

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

    Language:Jupyter Notebook