Paper Citation Record · LEDGER

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data

As of 10 August 2026, this Paper Citation Record lists 7 of 7 outbound references and 0 inbound Pith citation observations for arXiv:2508.18891.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2508.18891 v1

Coverage vector

measured 7 of 7 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T16:08:45.311471Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

7 of 7 outbound references displayed

verified exact0
verified fuzzy2
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f66d20b9-ce0c-488e-bb6d-bb684a8feaf0 · outbound

This paper cites Tensorflow: learning functions at scale.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data Tensorflow: learning functions at scale

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:08:46.085403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9815c9a0-48bd-4f8c-a3bb-07243259ba71 · outbound

This paper cites Olivares.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data Olivares

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:08:46.665163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 86d9fc27-fd5a-4aed-8f05-2991712844a7 · outbound

This paper cites sktime: A Unified Interface for Machine Learning with Time Series.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data sktime: A Unified Interface for Machine Learning with Time Series

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T16:08:44.749563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6944092-2632-439f-aa26-e6096ddb26b0 · outbound

This paper cites Olivares, Cristian Challú, Azul Garza, Max Mergenthaler Canseco, and Artur Dubrawski.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data Olivares, Cristian Challú, Azul Garza, Max Mergenthaler Canseco, and Artur Dubrawski

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T16:08:46.383605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 005f57f8-6de3-4ffc-8fe5-8a1c1a554867 · outbound

This paper cites GluonTS: Probabilistic Time Series Models in Python.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data GluonTS: Probabilistic Time Series Models in Python

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T16:08:45.054286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e068e1b-98ae-469f-bf63-86d78b4e91f3 · outbound

This paper cites Tslearn, a machine learning toolkit for time series data.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data Tslearn, a machine learning toolkit for time series data

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T16:08:45.720494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a22e7865-d91e-4f71-862b-3e5755c0a8fb · outbound

This paper cites TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis.

pyFAST: A Modular PyTorch Framework for Time Series Modeling with Multi-source and Sparse Data TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T16:08:45.311471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.