Added time series forecasting support. - #413

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Jasmine-Yuting-Zhang wants to merge 41 commits into

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TimeFM-time-series

Commits on Mar 17, 2026

Added MSE metric for time series forecasting models.
Jasmine-Yuting-Zhang
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24f2cda
Added config file for TimesFM model with EV availability forecasting.
Jasmine-Yuting-Zhang
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8232690
ruff format . .
Jasmine-Yuting-Zhang
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a19e5ac
Added ev_charging datasource and the data normalization for time series data.
Jasmine-Yuting-Zhang
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f8e1c3a
Added ev availablitity datasource in the registry.
Jasmine-Yuting-Zhang
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536f846
Added TimesFM model and TimeSeriesUtils for time-series forecasting tasks.
Jasmine-Yuting-Zhang
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907268a

Commits on Mar 23, 2026

Commits on Mar 29, 2026

Added two new config files for testing data influence, may clean up later.
Jasmine-Yuting-Zhang
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2ed6e0f

Commits on Mar 30, 2026

Commits on Apr 9, 2026

Merged remote-tracking branch 'origin/main' into TimeFM-time-series.
Jasmine-Yuting-Zhang
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2c0c5ff

Commits on Apr 29, 2026

Document the DiLoCo implementation contract.
baochunli
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d45f4b2
Implemented DiLoCo outer aggregation.
baochunli
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0378a57
Added exact local step limits for trainers.
baochunli
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6287b0f
Fixed local step counting for accumulation.
baochunli
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b91d97d
Added DiLoCo parameter eligibility policy.
baochunli
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6846f50
Handled adapter payload names in DiLoCo eligibility.
baochunli
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d122831
Avoided DiLoCo adapter alias overmatching.
baochunli
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a9d8f3b
Persisted in-process optimizer state for DiLoCo.
baochunli
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679c9f6
Wired DiLoCo server selection.
baochunli
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114f2a7
Persisted optimizer state across train subprocesses.
baochunli
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da0f341
Hardened subprocess optimizer state handoff.
baochunli
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c730732
Added DiLoCo payload safety coverage.
baochunli
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33129d0
Added round-aware local-step sampling.
baochunli
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21bf980
Handled non-materializable local-step samplers.
baochunli
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f6e8196
Added exact DiLoCo smoke configuration.
baochunli
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711fdb1
Added end-to-end DiLoCo validation coverage.
baochunli
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082aaf1
Restored optimizer state after moving models to device.
baochunli
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1313d30

Commits on Apr 30, 2026

Commits on May 10, 2026

Commits on May 11, 2026

Updated DiLoCo steps to match the FedAvg.
Jasmine-Yuting-Zhang
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dda867e
Ruff format .
Jasmine-Yuting-Zhang
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fb5d231
Updated documents for time series models, including the models and a case study.
Jasmine-Yuting-Zhang
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34cf705