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MAML-Pytorch

dragen1860•PUBLIC

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

MIT License

Created on Feb 1, 2018

Updated on Apr 8, 2026

Stars

2.5k

Forks

440

Watchers

2.5k

Open Issues

48

Repository Health Score

💛

77/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Community

2,480 stars, 440 forks

7/30

23%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

1.9% issue ratio

20/20

100%

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

Languages

Python

100.0%

Issues Analytics

76

Total Issues

All time

48

Open

63% of total

28

Closed

37% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#42 Measure the model performance

17

open

2

#10 Some questions that hoped to be answered

10

closed

3

#3 Test data leaked into meta training

9

closed

4

#17 the setting about torch.autograd.grad function

8

closed

5

#66 About training and testing

7

open

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

dragen1860

User

37

commits

2

ArnoutDevos

User

1

commits

3

lmzintgraf

User

1

commits

Recent Commits

Merge pull request #25 from dragen1860/add-license-1

Jackie Loong•6 years ago

98a00d4View on GitHub

Create LICENSE

Jackie Loong•6 years ago

9d6efc6View on GitHub

Update README.md

Jackie Loong•7 years ago

2854d3cView on GitHub

Update README.md

Jackie Loong•7 years ago

252aa1bView on GitHub

resolve bug:losses_q.append(loss_q)

dragen1860•7 years ago

d55ffb8View on GitHub

add gif

dragen1860•7 years ago

fc20b31View on GitHub

Version 2.0: re-write meta learner and basic learner. solved most bugs.

dragen1860•7 years ago

98d9c58View on GitHub

Version 2.0: re-write meta learner and basic learner. solved most bugs.

dragen1860•7 years ago

1a30fbcView on GitHub

Version 2.0: re-write meta learner and basic learner. solved most bugs.

dragen1860•7 years ago

3f78e42View on GitHub

Version 2.0: re-write meta learner and basic learner. solved most bugs.

dragen1860•7 years ago

ea6dd65View on GitHub

Version 2.0: re-write meta learner and basic learner. solved most bugs.

dragen1860•7 years ago

a28893dView on GitHub

Version 2.0: re-write meta learner and basic learner. solved most bugs.

dragen1860•7 years ago

01ad898View on GitHub

Merge pull request #12 from ArnoutDevos/patch-1

Jackie Loong•7 years ago

c6c88a4View on GitHub

Typo fix

Arnout Devos•7 years ago

c18a02aView on GitHub

Merge pull request #8 from lmzintgraf/patch-1

Jackie Loong•7 years ago

75a7d75View on GitHub

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