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one-class-learning

Here are 17 public repositories matching this topic...

Xtra-Computing / thundersvm

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ThunderSVM: A Fast SVM Library on GPUs and CPUs

c-plus-plus gpu cuda regression classification libsvm one-class-learning

Updated Jul 22, 2020
C++

lukasruff / Deep-SVDD-PyTorch

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A PyTorch implementation of the Deep SVDD anomaly detection method

python machine-learning deep-learning pytorch anomaly-detection one-class-learning icml-2018 deep-anomaly-detection

Updated Oct 22, 2019
Python

lukasruff / Deep-SVDD

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Repository for the Deep One-Class Classification ICML 2018 paper

python machine-learning theano deep-learning anomaly-detection one-class-learning icml-2018 deep-anomaly-detection

Updated Nov 29, 2018
Python

lukasruff / Deep-SAD-PyTorch

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A PyTorch implementation of Deep SAD, a deep Semi-supervised Anomaly Detection method.

python machine-learning deep-learning python3 pytorch semi-supervised-learning anomaly-detection one-class-learning deep-anomaly-detection

Updated Jun 5, 2020
Python

nicococo / tilitools

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[ti]ny [li]ttle machine learning [tool]box - Machine learning, anomaly detection, one-class classification, and structured output prediction

python machine-learning anomaly-detection one-class-learning structured-output

Updated Dec 2, 2018
Jupyter Notebook

lukasruff / CVDD-PyTorch

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A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

python nlp machine-learning deep-learning python3 pytorch attention-mechanism anomaly-detection one-class-learning self-attention deep-anomaly-detection

Updated Nov 1, 2019
Python

liznerski / fcdd

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Repository for the Explainable Deep One-Class Classification paper

python machine-learning deep-learning pytorch anomaly-detection one-class-learning explanations xai deep-anomaly-detection explainable-deepneuralnetwork mvtec-ad

Updated Sep 8, 2020
Python

patrickschlachter / deep-occ-using-ics

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Deep One-Class Classification using Intra-Class Splitting

python deep-learning keras anomaly-detection one-class-learning one-class one-class-classification intra-class-splitting

Updated Jun 25, 2019
Python

seonho-park / PGN_anomaly_detection

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Prior Generating Networks for Anomaly Detection

python deep-learning pytorch anomaly-detection one-class-learning one-class-classification

Updated Sep 7, 2020
Python

JKozerawski / CLEAR-osoc

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CLEAR: Cumulative LEARning for one-shot one-class image recognition (CVPR 2018)

computer-vision deep-learning one-shot-learning one-class-learning

Updated Aug 16, 2018
Python

lukasruff / Classification-AD

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Repository for the paper "Rethinking Assumptions in Anomaly Detection"

python machine-learning deep-learning python3 pytorch anomaly-detection one-class-learning one-class-classification deep-anomaly-detection

Updated Jun 10, 2020
Python

aghasemi / alpud

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ALPUD: Active Learning from Positive and Unlabeled Data

machine-learning matlab machine-learning-algorithms octave active-learning one-class-learning

Updated Nov 22, 2017
MATLAB

chen0040 / java-libsvm

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Package provides the direct java conversion of the origin libsvm C codes as well as a number of adapter to make it easier to program with libsvm on Java

java svm regression supervised-learning outlier-detection libsvm-format unsupervised-learning libsvm binary-classification anomaly-detection one-class-learning multi-class-classification

Updated May 24, 2017
Java

kyuyeonpooh / nsl-kdd-autoencoder

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Anomaly IDS using a one-class autoencoder.

autoencoder anomaly-detection one-class-learning nsl-kdd

Updated Oct 31, 2019
Jupyter Notebook

bnriiitb / Deep-Learning

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This repository contains all the Deep Learning projects that I have developed/worked in the areas of Natural Language Processing and Computer Vision by using the deep learning frameworks such as tensorflow, opencv, keras, spacy and pytorch.

python opencv natural-language-processing deep-neural-networks computer-vision deep-learning neural-network tensorflow h2o keras image-processing pytorch spacy image-classification image-recognition convolutional-neural-networks multi-layer-perceptron data-augumentation one-class-learning video-analytics

Updated Jul 8, 2018
Jupyter Notebook

dhingratul / Fraud-Prediction

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Fraud hosts with substantial amount of fraudulent traffic using the impression logs for selected IP addresses

botnet sklearn botnet-detection fraud-detection one-class-learning one-class-svm impression-logs fraud-host

Updated Feb 17, 2018
Jupyter Notebook

tyhal / vlcs

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VLCS: Vague One-Class Learning and Concept Summarization

data-mining weka moa one-class-learning concept-summarization

Updated Jun 16, 2017
Java

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