autoregressive solver#731

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Davide-Miotti wants to merge 24 commits intomathLab:0.3from

Davide-Miotti:730-autoregressive-solver

Commits on Feb 12, 2026

implement autoregressive condition, time_weighting, solver

Davide-Miotti
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GiovanniCanali
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implement everything into solver

Davide-Miotti
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GiovanniCanali
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add dataclass for managing unroll settings

Davide-Miotti
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GiovanniCanali
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add docstings and tests

Davide-Miotti
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GiovanniCanali
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fix formatting

Davide-Miotti
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GiovanniCanali
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separate function for unrolling

Davide-Miotti
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GiovanniCanali
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format code

Davide-Miotti
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GiovanniCanali
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improve stability of adaptive weights

Davide-Miotti
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GiovanniCanali
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add end-to-end-test and improve mean

Davide-Miotti
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GiovanniCanali
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add support for multiple time series

Davide-Miotti
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GiovanniCanali
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implement unrolling for event-based data

Davide-Miotti
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GiovanniCanali
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add preprocess method in interface

Davide-Miotti
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GiovanniCanali
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add preprocess and postprocess, keep just one preprocess

Davide-Miotti
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GiovanniCanali
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format

Davide-Miotti
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GiovanniCanali
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bug fix _step_kwargs

Davide-Miotti
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GiovanniCanali
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bug fix _step_kwargs

Davide-Miotti
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GiovanniCanali
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provide target_state to post_process

Davide-Miotti
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GiovanniCanali
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added target state as input to post_process

Davide-Miotti
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GiovanniCanali
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bug fix

Davide-Miotti
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GiovanniCanali
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cleaner version

Davide-Miotti
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GiovanniCanali
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update tests for cleaner version

Davide-Miotti
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GiovanniCanali
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bug fix for training

Davide-Miotti
authored and
GiovanniCanali
committed

Commits on Feb 16, 2026