个人练习，自编码器及其变形（理论+实践）
☆345May 18, 2019Updated 7 years ago
Alternatives and similar repositories for autoencoder
Users that are interested in autoencoder are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Autoencoders in PyTorch☆102Sep 24, 2019Updated 7 years ago
- AutoEncoder implements by keras. Including AE, DAE, DAE_CNN, VAE, VAE_CNN, CVAE, Sparse AE, Stacked DAE.☆39Apr 7, 2020Updated 6 years ago
- ☆11Aug 18, 2020Updated 6 years ago
- Convolutional Autoencoder with SetNet in PyTorch☆92Oct 4, 2022Updated 4 years ago
- 轴承故障检测 训练赛第30名代码☆145May 14, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of autoencoders in PyTorch☆56Feb 4, 2018Updated 8 years ago
- One model for RUL and fault prognostic prediction on XJTU bearing dataset☆104Aug 13, 2019Updated 7 years ago
- Code and supplementary material for ICPHM2020☆27Jun 24, 2020Updated 6 years ago
- Implementation of several different types of autoencoders☆115Aug 5, 2022Updated 4 years ago
- ☆18Aug 30, 2023Updated 3 years ago
- A Collection of Variational Autoencoders (VAE) in PyTorch.☆7,682Mar 21, 2025Updated last year
- Unsupervised Spatial-Spectral Feature Learning by 3-Dimensional Convolutional Autoencoder for Hyperspectral Classification☆94Mar 11, 2021Updated 5 years ago
- tensorflow implemention of StackDenosingAutoEncoder☆11Jun 1, 2017Updated 9 years ago
- Text autoencoder with LSTMs☆262May 27, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection (AMSL) -open source☆57Mar 23, 2022Updated 4 years ago
- This directory contains the code required to reproduce the results in our ICASSP 2020 submission titled "Low-rank mmWave MIMO channel est…☆20Feb 19, 2020Updated 6 years ago
- Generalized Deep Multiset Canonical Correlation Analysis for Multiview Learning of Speech Representations☆12Apr 9, 2019Updated 7 years ago
- Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks☆158Jan 6, 2022Updated 4 years ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆13Mar 29, 2022Updated 4 years ago
- ☆15Jun 18, 2020Updated 6 years ago
- Using Autoencoder for dimensionality reduction and feature extraction☆15May 19, 2018Updated 8 years ago
- [TGRS 2025] Dynamic Cross-Modal Feature Interaction Network for Hyperspectral and LiDAR Data Classification☆17Mar 20, 2025Updated last year
- Sparse Autoencoders using FashionMNIST dataset☆34May 19, 2018Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Bearing remaining useful life prediction using support vector machine and hybrid degradation tracking model - Implementation of Research …☆56Nov 10, 2021Updated 4 years ago
- Anomaly detection for streaming data using autoencoders☆210Apr 26, 2022Updated 4 years ago
- ☆16Nov 2, 2020Updated 6 years ago
- Source codes for the paper "Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study"☆782Nov 20, 2021Updated 4 years ago
- generate MNIST using a Variational Autoencoder☆712Nov 30, 2018Updated 7 years ago
- 常用的特征选择方法☆67Jul 4, 2022Updated 4 years ago
- CNN for mechanical fault diagnosis☆345Apr 24, 2018Updated 8 years ago
- Tensorflow2 implementation of the paper GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training☆21Jan 18, 2021Updated 5 years ago
- Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models☆16Sep 10, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders☆19Jul 6, 2023Updated 3 years ago
- Implementation for NAACL-HLT 2022 Findings paper "Phrase-level Textual Adversarial Attack with Label Preservation"☆12Jun 4, 2023Updated 3 years ago
- minimum Redundancy Maximum Relevance☆21Sep 20, 2012Updated 14 years ago
- A wizard's guide to Adversarial Autoencoders☆435Mar 9, 2026Updated 7 months ago
- A Variational Autoencoder (VAE) implemented in PyTorch☆431Jun 4, 2022Updated 4 years ago
- Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data☆155Oct 18, 2019Updated 7 years ago
- Realize the recognition of 0-9 gestures based on tensorflow2.0+opencv+CNN☆16May 16, 2020Updated 6 years ago