1d-cnn
Here are 36 public repositories matching this topic...
This repository contains code related to identifying malicious sensor nodes using the SensorNetGuard Dataset. The code implements three models: Long Short-Term Memory(LSTM), Gated Recurrent Unit(GRU) and One-Dimensional Convolutional Neural Network (1D-CNN).
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May 6, 2024 - Jupyter Notebook
1D-CNN that predicts the direction of the EURUSD pair.
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Mar 31, 2024 - Jupyter Notebook
Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
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Feb 13, 2024 - Jupyter Notebook
Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.
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Dec 24, 2023 - Python
Myocardial Infarction Detection
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Sep 30, 2023 - Python
PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis" by Wang et al.
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Sep 26, 2023 - Python
Implemented Divide and Conquer-Based 1D CNN approach that identifies the static and dynamic activities separately. The final stacked model gave an accuracy of 93% without the test data sharpening process.
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Sep 25, 2023 - Jupyter Notebook
Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO
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Sep 19, 2023 - Jupyter Notebook
This research study employs a mixed-methods approach to analyze the global growth of Nigerian music, utilizing data from Spotify, UK Charts, and the Billboard Hot 100. Various data analysis techniques like descriptive statistics and sentiment analysis are applied, alongside predictive models like 1D CNN and Decision Trees.
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Sep 4, 2023 - Python
Neural network -based thermal excess correction for resolved asteroid spectral radiances in near-infrared
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Aug 2, 2023 - Python
Kaggle solution. Public repository for my 8th place solution to the Parkinson's Freezing of Gait competition.
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Jul 10, 2023 - Python
Raw Audio End-to-End Deep Learning Architectures for Sound Event Detection
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Jun 1, 2023 - Jupyter Notebook
Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.
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Apr 9, 2023 - Jupyter Notebook
Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
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Mar 19, 2023 - Python
Heart Sound Segmentation And Classification | Kaggle Competition
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Jan 25, 2023 - Jupyter Notebook
Human Activity Recognition from Smartphone Data using Machine Learning and Sequential Deep Learning Techniques
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Jan 16, 2023 - Jupyter Notebook
This repo contains code used to tackle Challenge I of AI Hackathon
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Dec 1, 2022 - PureBasic
Classification models 1D Zoo - Keras and TF.Keras
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Aug 7, 2022 - Python
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