insdout / Time-Series-Hybrid-Autoencoder

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

Date Created 2022-12-17 (2 years ago)
Commits 116 (last one 10 months ago)
Stargazers 38 (0 this week)
Watchers 1 (0 this week)
Forks 1
License mit
Ranking

RepositoryStats indexes 635,117 repositories, of these insdout/Time-Series-Hybrid-Autoencoder is ranked #559,103 (12th percentile) for total stargazers, and #559,231 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #111,651/129,968.

insdout/Time-Series-Hybrid-Autoencoder is also tagged with popular topics, for these it's ranked: pytorch (#5,735/6226),  diffusion-models (#624/725),  time-series (#640/701)

Star History

Github stargazers over time

40403535303025252020151510105500Aug '23Aug '23Sep '23Sep '23Oct '23Oct '23Nov '23Nov '23Dec '23Dec '2320242024Feb '24Feb '24Mar '24Mar '24Apr '24Apr '24May '24May '24Jun '24Jun '24Jul '24Jul '24Aug '24Aug '24Sep '24Sep '24Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25

Watcher History

Github watchers over time, collection started in '23

2222221.51.5111111Oct '24Oct '24Nov '24Nov '24Dec '24Dec '2420252025Feb '25Feb '25Mar '25Mar '25Apr '25Apr '25

Recent Commit History

116 commits on the default branch (main) since jan '22

12012010010080806060404020200020232023Jul '23Jul '2320242024Jul '24Jul '2420252025

Yearly Commits

Commits to the default branch (main) per year

665544332211002022202220242024

Issue History

Total Issues
Open Issues
Closed Issues
22221111110000Dec '24Dec '2415 Dec15 DecJan '25Jan '2515 Jan15 JanFeb '25Feb '2515 Feb15 FebMar '25Mar '2515 Mar15 MarApr '25Apr '25

Languages

The primary language is Python but there's also others...

PythonPythonJupyter NotebookJupyter Notebook
Opengraph Image
insdout/Time-Series-Hybrid-Autoencoder

updated: 2025-03-28 @ 02:04pm, id: 579268011 / R_kgDOIobtqw