chronosx-forecasting

https://github.com/lycheesodaa/chronosx-forecasting

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

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CITATION.cff file
Found CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
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Academic publication links
Links to: arxiv.org
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Academic email domains
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (2.5%) to scientific vocabulary

Last synced: 10 months ago · JSON representation ·

Repository

Basic Info

Host: GitHub
Owner: lycheesodaa
License: apache-2.0
Language: Python
Default Branch: main
Size: 593 KB

Statistics

Stars: 0
Watchers: 0
Forks: 0
Open Issues: 0
Releases: 0

Created 12 months ago · Last pushed 11 months ago

Metadata Files

Readme Contributing License Code of conduct Citation

README.md

Self-implementation of ChronosX as seen on the paper "ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables" by Amazon Science.

Original repo here: https://github.com/amazon-science/chronos-forecasting/tree/chronosx

📃 License

This project is licensed under the Apache-2.0 License.

Owner

Name: Wei Soon
Login: lycheesodaa
Kind: user

Repositories: 2
Profile: https://github.com/lycheesodaa

Citation (CITATION.cff)

cff-version: 1.2.0
title: "Chronos: Learning the Language of Time Series"
message: "If you find Chronos models useful for your research, please consider citing the associated paper."
authors:
  - family-names: Ansari
    given-names: Abdul Fatir
  - family-names: Stella
    given-names: Lorenzo
  - family-names: Turkmen
    given-names: Caner
  - family-names: Zhang
    given-names: Xiyuan
  - family-names: Mercado
    given-names: Pedro
  - family-names: Shen
    given-names: Huibin
  - family-names: Shchur
    given-names: Oleksandr
  - family-names: Rangapuram
    given-names: Syama Syndar
  - family-names: Arango
    given-names: Sebastian Pineda
  - family-names: Kapoor
    given-names: Shubham
  - family-names: Zschiegner
    given-names: Jasper
  - family-names: Maddix
    given-names: Danielle C.
  - family-names: Mahoney
    given-names: Michael W.
  - family-names: Torkkola
    given-names: Kari
  - family-names: Wilson
    given-names: Andrew Gordon
  - family-names: Bohlke-Schneider
    given-names: Michael
  - family-names: Wang
    given-names: Yuyang
preferred-citation:
  type: article
  authors:
    - family-names: Ansari
      given-names: Abdul Fatir
    - family-names: Stella
      given-names: Lorenzo
    - family-names: Turkmen
      given-names: Caner
    - family-names: Zhang
      given-names: Xiyuan
    - family-names: Mercado
      given-names: Pedro
    - family-names: Shen
      given-names: Huibin
    - family-names: Shchur
      given-names: Oleksandr
    - family-names: Rangapuram
      given-names: Syama Syndar
    - family-names: Arango
      given-names: Sebastian Pineda
    - family-names: Kapoor
      given-names: Shubham
    - family-names: Zschiegner
      given-names: Jasper
    - family-names: Maddix
      given-names: Danielle C.
    - family-names: Mahoney
      given-names: Michael W.
    - family-names: Torkkola
      given-names: Kari
    - family-names: Wilson
      given-names: Andrew Gordon
    - family-names: Bohlke-Schneider
      given-names: Michael
    - family-names: Wang
      given-names: Yuyang
  title: "Chronos: Learning the Language of Time Series"
  journal: "arXiv preprint arXiv:2403.07815"
  year: 2024

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Dependencies

.github/workflows/ci.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite

.github/workflows/eval-model.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite

.github/workflows/publish-to-pypi.yml actions

actions/checkout v4 composite
actions/setup-python v5 composite
pypa/gh-action-pypi-publish release/v1 composite

pyproject.toml pypi

accelerate >=0.32,<2
torch >=2.0,<3
transformers >=4.48,<5

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