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Search results for tensorflow anomaly detection
anomaly-detection
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tensorflow
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30 search results found
Telemanom
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793
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
Credit Card Fraud Detection Using Autoencoders In Keras
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289
iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data
Deepadots
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270
Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".
Anogan Tf
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265
Unofficial Tensorflow Implementation of AnoGAN (Anomaly GAN)
Openuba
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264
A robust, and flexible open source User & Entity Behavior Analytics (UEBA) framework used for Security Analytics. Developed with luv by Data Scientists & Security Analysts from the Cyber Security Industry. [PRE-ALPHA]
Hyperts
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225
A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.
Deep Learning For Hackers
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196
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
Machine Learning
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196
从零基础开始机器学习之旅
Abnormal_event_detection
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172
Abnormal Event Detection in Videos using SpatioTemporal AutoEncoder
Anomaly Detection In Surveillance Videos
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147
Real-World Anomaly Detection in Surveillance Videos
Repo 2019
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135
BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
Vae Lstm For Anomaly Detection
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128
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
Keras Oneclassanomalydetection
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79
[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
Tfdetection
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46
A Detection Toolbox for Tensorflow2
Anomaly Event Detection
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36
Work in progress and needs a lot of changes for now. An implementation of paper Detecting anomalous events in videos by learning deep representations of appearance and motion on python, opencv and tensorflow. This paper uses the stacked denoising autoencoder for the the feature training on the appearance and motion flow features as input for different window size and using multiple SVM as a single classifier this is work under progress.
Fence_gan
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27
Fence GAN: Towards Better Anomaly Detection
Sharkticon
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20
Sharkticon is an anomaly detection system, it analyzes your network using a Transformers model adapted to the anomaly detection.
Memae Tf2
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19
TensorFlow implementation of "Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection"
Cml_amp_anomaly_detection
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18
Apply modern, deep learning techniques for anomaly detection to identify network intrusions.
Coursera Deeplearning.ai Stanford University Machine Learning Specialization
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18
This Repository contains Solutions to the Quizes & Lab Assignments of the Machine Learning Specialization (2022) from Deeplearning.AI on Coursera taught by Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig.
Time_series_anomaly_detection_examples
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13
Several examples of anomaly detection algorithms for time series data.
Gaid
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11
Tensorflow implementation of GAID
Encdec Ad Tensorflow
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10
TensorFlow implementation of EncDec-AD model for multivariate time series anomaly detection with LSTM-based encoder-decoder.
Track_sequence_anomaly_detection
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9
由时间空间成对组成的轨迹序列,通过循环神经网络lstm,自编码器auto-encode,时空密度聚类
Ganomaly Tf
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7
TensorFlow implementation of GANomaly (with MNIST dataset)
Anomaly Detection Deep Svdd Tensorflow
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6
Tensorflow Implementation of Deep SVDD
Oneclassclassifier
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6
One-class classifiers for anomaly detection (outlier detection)
Captionomaly Deep Learning Toolbox For Anomaly Captioning
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6
Source Code for Captionomaly: A Deep Learning Toolbox for Anomaly Captioning in Surveillance Videos
Diffusionnet
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6
Diffusion Net TensorFlow implementation
Brad
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5
Convolutional Autoencoders for Anomaly Detection to Reduce Bandwidth in Streaming Video
Ai Autoencoder For Http Log Anomaly Detection
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5
AI: Autoencoder for HTTP Log Anomaly Detection
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