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Releases: autogluon/fev

v0.5.0rc3

04 Jun 11:52
@shchur shchur
v0.5.0rc3
e40219e
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v0.5.0rc3 Pre-release
Pre-release

This is a pre-release version.

Changes:

  • Expose prediction validation as a public method (#21)
  • Handle DatasetDict in clean_and_validate_predictions (#22)
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v0.5.0rc2

02 Jun 11:49
@shchur shchur
v0.5.0rc2
25a4094
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v0.5.0rc2 Pre-release
Pre-release

This is a pre-release version.

Changes:

  • Fix seasonal differences for short series (#20)
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v0.5.0rc1

27 May 13:34
@shchur shchur
v0.5.0rc1
cd7ccea
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v0.5.0rc1 Pre-release
Pre-release

This is a pre-release version.

Changes:

  • Add support for multivariate forecasting in Task (#15)
  • Improve time series filtering based on cutoff, horizon and min_context_length (#18)

Full Changelog: v0.4.1...v0.5.0rc1

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v0.4.1

09 Apr 11:44
@shchur shchur
v0.4.1
4564115
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v0.4.1 Latest
Latest

Changes:

  • Increase datasets version range to >=2.15,<4.0

Full Changelog: v0.4.0...v0.4.1

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v0.4.0

08 Apr 13:35
@shchur shchur
v0.4.0
ae3fcdc
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v0.4.0

🚨 Highlights:

  • The v0.4.0 release fixes an annoying error related to dataset_fingerprint validation in fev.leaderboard. We therefore highly recommend upgrading to the newest version.

Changes:

  • Add support for rolling evaluation in TaskGenerator (#9)
    • Add new arguments num_rolling_windows, initial_cutoff and rolling_step_size to fev.task.TaskGenerator. These arguments make it possible to concisely define multiple backtesting splits from a single task.
  • Make dataset_fingerprint depend only on the dataset contents (#10)
    • This PR ensures that the dataset_fingerprint is not affected by, e.g., changes to the dataset README on Hugging Face.
  • Bump version to v0.4.0 (#11)

Full Changelog: v0.3.0...v0.4.0

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v0.3.1

05 Mar 20:02
@shchur shchur
v0.3.1
e6f78cc
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v0.3.1

Changes:

  • Rerun evaluations using the latest version of datasets on Hugging Face (v1.3.0). This includes the fix to the frequency of the monash_hospital and dominick datasets
  • Remove monash_saugeenday dataset to fix the discrepancy between the Chronos paper and the leaderboard
  • Include results for TimesFM-2.0
  • Make the error message caused by dataset fingerprint mismatch more informative

Full Changelog: v0.3.0...v0.3.1

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v0.3.0

17 Dec 15:39
@shchur shchur
v0.3.0
0960eaf
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v0.3.0

Changes:

  • Add method fev.utils.convert_long_df_to_hf_dataset for converting long format pd.DataFrame datasets to Hugging Face datasets.Dataset format
  • Extend documentation for datasets, tasks, benchmarks and models

Full Changelog: v0.2.1...v0.3.0

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v0.2.1

13 Dec 21:57
@shchur shchur
v0.2.1
c3c7dc4
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v0.2.1

Changes:

  • Remove harmonic mean aggregation from fev.analysis.leaderboard()

Full Changelog: v0.2.0...v0.2.1

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v0.2.0

12 Dec 15:58
@shchur shchur
v0.2.0
e876cf3
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v0.2.0

Changes:

  • Add a new column trained_on_this_dataset to the evaluation summary that tracks whether the model is used in zero-shot mode
  • Support new input formats for leaderboard() and pivot_table() methods

Full Changelog: v0.1.0...v0.2.0

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v0.1.0

09 Dec 15:11
@shchur shchur
v0.1.0
6df581e
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v0.1.0

Initial release

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