Alternatives and similar repositories for GMVAE-pytorch:

Users that are interested in GMVAE-pytorch are comparing it to the libraries listed below

• insdout / Time-Series-Hybrid-Autoencoder
  Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.
  ☆38Updated 9 months ago
• iamownt / LSTM-DeepFM
  Code Implement of A Data-driven Self-supervised LSTM-DeepFM Model for Industrial Soft Sensor
  ☆27Updated 2 years ago
• kxytim / DLVM_for_process_monitoring
  Source code of the paper "Deep Learning of Latent Variable Models for Industrial Process Monitoring".
  ☆10Updated 3 years ago
• JustusvLiebig / Soft_Sensor_Experiments
  ☆87Updated 2 years ago
• yabozkurt / gmvae
  Repository for 'Interpretable embeddings from molecular simulations using gaussian mixture variational autoencoders'
  ☆20Updated 5 years ago
• arthurviens / bayesrul
  Bayesian Neural Networks to predict RUL on N-CMAPSS
  ☆19Updated 2 years ago
• lbasora / bayesrul
  Bayesian Neural Networks to predict RUL on N-CMAPSS
  ☆17Updated last year
• xuweijun-npuer / Nonexchangeable-Split-Conformal-Prediction-of-RUL
  Core codes for the paper ["A General Data-driven Framework for Remaining Useful Life Estimation with Uncertainty Quantification Using Spl…
  ☆10Updated last year
• Dolphin-wang / Diff-MTS
  Source codes for the paper "Diff-MTS: Temporal-Augmented Conditional Diffusion-Based AIGC for Industrial Time Series Toward the Large Mod…
  ☆44Updated 3 months ago
• namjoonsuh / TimeAutoDiff
  Code implementations of TimeAutoDiff
  ☆18Updated 4 months ago
• xuanliu2000 / VGCDM
  ☆19Updated 2 months ago
• frabatx / TransferLearning_RUL
  Transfer Learning on RUL estimation
  ☆11Updated 2 years ago
• chunhuiz / MiTSformer
  Official implementations of "Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery…
  ☆15Updated 2 months ago
• lucadellalib / bdl-rul-svgd
  Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent
  ☆23Updated last year
• Frank-Wang-oss / GNN_RUL_Benchmarking
  Benmarking for GNN-based RUL prediction
  ☆22Updated 5 months ago
• TL-UESTC / Domain-Adaptive-Remaining-Useful-Life-Prediction-with-Transformer
  Pytorch implementation for Domain Adaptive Remaining Useful Life Prediction with Transformer
  ☆61Updated last year
• AIRI-Institute / fddbenchmark
  Benchmarking fault detection and diagnosis methods
  ☆16Updated last month
• VNemani14 / UQ_ML_Tutorial
  Code repository for review paper titled "Uncertainty Quantification in Machine Learning for Engineering Design and Health Prognostics: A …
  ☆25Updated last year
• mohamedr002 / CADA
  This is a github repository for Adversarial transfer learning with constrastive coding for time series regression problem.
  ☆46Updated 3 years ago
• Zzzsdu / DAST
  The code of DAST
  ☆54Updated 2 years ago
• jariasf / GMVAE
  Implementation of Gaussian Mixture Variational Autoencoder (GMVAE) for Unsupervised Clustering
  ☆333Updated 4 years ago
• ZhenghuaNTU / RUL-prediction-using-attention-based-deep-learning-approach
  ☆53Updated last year
• hkaneko1985 / adaptive_soft_sensors
  Adaptive Soft Sensors
  ☆17Updated 5 years ago
• ajlangley / femto-dataloader
  A data loader class for the FEMTO-ST Ball Bearing Dataset
  ☆10Updated 4 years ago
• EstebanHernandezCapel / DDPM-Power-systems-forecasting
  ☆18Updated 2 years ago
• wang-fujin / BattNN
  ☆21Updated last year
• zhangqingqingq / Fault-diagnosis-based-on-LSTM
  TE data diagnosis using pytorch
  ☆20Updated 5 years ago
• GRYGY1215 / MTPNet
  ☆11Updated last year
• akshatshah21 / RUL-Prediction
  ☆11Updated 3 years ago
• ppguo / PBCT
  Source code for Semi-supervised learning for explainable few-shot battery lifetime prediction. Details can be found in README.
  ☆15Updated 11 months ago