uni2ts

SalesforceAIResearch•PUBLIC

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Unified Training of Universal Time Series Forecasting Transformers

deep-learningforecastingmachine-learningpre-trained-modelspre-trainingrepresentation-learning

Apache License 2.0

Created on Feb 7, 2024

Updated on Apr 4, 2026

Stars

1.5k

Forks

192

Watchers

1.5k

Open Issues

45

Repository Health Score

💛

73/100

Good

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Issues Analytics

63

Total Issues

All time

36

Open

57% of total

27

Closed

43% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Top Labels

Hottest Issues

1

#144 TypeError: MoiraiMoEModule.__init__() missing 8 required positional arguments

bug

Recent Commits

Update TiRex model URL to avoid leakage (#249)

Taha Aksu•2 months ago

7a4e77cView on GitHub

Moirai Agent: Update Chronos-2 model path (#247)

Abdul Fatir•2 months ago

b4ad1f4View on GitHub

Update README.md (#245)

Taha Aksu•2 months ago

9a78b80View on GitHub

Add moirai agent replication scripts (#244)

Taha Aksu•2 months ago

b0cc474View on GitHub

Upload required file(s) for compliance

Salesforce OSPO Service Bot•4 months ago

8d2a08dView on GitHub

Update ECCN comment in CODEOWNERS file

Jim Jagielski•4 months ago

2554076View on GitHub

Update README.md (#223)

Chenghao Liu•7 months ago

8062ef5View on GitHub

Update moirai2 implementation (#222)

Taha Aksu•7 months ago

b472ef6View on GitHub

Moirai v2 example (#221)

Chenghao Liu•7 months ago

68547cdView on GitHub

Moirai v2 (#220)

Chenghao Liu•8 months ago

47be340View on GitHub

Update LSF Finetune (#189)

Qiao Zhongzheng•8 months ago

d65de6dView on GitHub

Fix vulnerability issue (#218)

Juncheng Liu•8 months ago

7f2d51dView on GitHub

Add files via upload

Jim Jagielski•1 year ago

9642404View on GitHub

add a project about VN1 competition (#179)

dmwyd•1 year ago

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Add Ethical Considerations (#175)

Juncheng Liu•1 year ago

6166d28View on GitHub

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time-series

time-series-forecasting

transformers

universal-forecasting

Community

1,459 stars, 192 forks

3/30

10%

Documentation

Has description, wiki, license

20/20

100%

Maintenance

3.1% issue ratio

20/20

100%

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

Languages

Jupyter Notebook

62.7%

Python

36.2%

Shell

1.1%

Makefile

0.0%

Dockerfile

0.0%

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

gorold

User

63

commits

2

liu-jc

User

20

commits

3

chenghaoliu89

User

15

commits

4

cuthalionn

User

4

commits

5

liuxu77

User

3

commits

6

Keytoyze

User

2

commits

7

zqiao11

User

2

commits

8

jimjag

User

2

commits

9

abdulfatir

User

1

commits

10

sfdc-ospo-bot

User

1

commits

Languages

Jupyter Notebook

62.7%

Python

36.2%

Shell

1.1%

Makefile

0.0%

Dockerfile

0.0%

Issues Analytics

63

Total Issues

All time

36

Open

57% of total

27

Closed

43% of total

1mo

Avg Close Time

Avg response