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vde

msmbuilder•PUBLIC

Variational Autoencoder for Dimensionality Reduction of Time-Series

computational-biologycomputational-chemistrydeep-learningmolecular-dynamicspythonpytorch

MIT License

Created on Nov 24, 2017

Updated on Feb 7, 2026

Stars

190

Forks

42

Watchers

190

Open Issues

6

Repository Health Score

🧡

51/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Slow updates - updated within 3 months

10/30

33%

time-series

variational-autoencoder

Community

190 stars, 42 forks

1/30

3%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

3.2% issue ratio

20/20

100%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Jupyter Notebook

97.1%

Python

2.9%

Issues Analytics

10

Total Issues

All time

5

Open

50% of total

5

Closed

50% of total

16h

Avg Close Time

Fast response ✅

Issues Activity: Last 6 months

Hottest Issues

1

#13 Lambda class definition

4

closed

2

#15 Support for multivariate datasets

2

open

3

2

closed

4

#6 Default learning rate and other hyper params.

1

open

5

#5 settings for 2nd VDE coordinate

1

closed

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

cxhernandez

User

8

commits

2

brookehus

User

4

commits

3

rmcgibbo

User

2

commits

4

vicvaleeva

User

2

commits

5

Ilya-Muromets

User

1

commits

Recent Commits

Merge pull request #17 from vicvaleeva/patch-2

Robert T. McGibbon•3 years ago

ea28791View on GitHub

Update utils.py

Victoria Valeeva•3 years ago

aef0c9cView on GitHub

Merge pull request #16 from vicvaleeva/patch-1

Robert T. McGibbon•4 years ago

a1235daView on GitHub

Update vde.py

Victoria Valeeva•4 years ago

01c8cc9View on GitHub

Update README.md

Carlos Hernández•6 years ago

4bd35d8View on GitHub

Merge pull request #14 from Ilya-Muromets/patch-1

Carlos Hernández•6 years ago

44126a2View on GitHub

Update vde.py

Ilya•6 years ago

ae160c0View on GitHub

Merge pull request #10 from brookehus/relu-fix

Carlos Hernández•7 years ago

51a8240View on GitHub

added valueerror to layer function

Brooke Husic•7 years ago

d22379cView on GitHub

Merge pull request #8 from jeiros/add-repr

Carlos Hernández•8 years ago

40fc9ecView on GitHub

Add repr method to VDE

Juan Eiros•8 years ago

03a40baView on GitHub

Update Muller-Brown.ipynb

Carlos Hernández•8 years ago

41a7694View on GitHub

Update README.md

Carlos Hernández•8 years ago

7dc7817View on GitHub

Merge pull request #1 from brookehus/docs

Carlos Hernández•8 years ago

4cb8b5cView on GitHub

Merge pull request #2 from brookehus/ipynb

Carlos Hernández•8 years ago

c6d0787View on GitHub

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