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feat: store window size and forecast horizon in dataset#794

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lars-reimann merged 13 commits intomainfrom
generic-datasets
May 21, 2024
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feat: store window size and forecast horizon in dataset#794
lars-reimann merged 13 commits intomainfrom
generic-datasets

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@lars-reimann lars-reimann commented May 21, 2024

Summary of Changes

Window size and forecast horizon are no longer specified in the input conversion but in the time series dataset.

The intuition is that a dataset describes

  1. what to predict (target, forecast horizon),
  2. with what (time, features, window size).

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github-actions bot commented May 21, 2024

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codecov bot commented May 21, 2024

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 97.56%. Comparing base (e0cd47b) to head (de5ccec).
Report is 68 commits behind head on main.

Additional details and impacted files
@@            Coverage Diff             @@
##             main     #794      +/-   ##
==========================================
- Coverage   97.74%   97.56%   -0.18%     
==========================================
  Files         110      110              
  Lines        5665     5668       +3     
==========================================
- Hits         5537     5530       -7     
- Misses        128      138      +10     

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@lars-reimann lars-reimann marked this pull request as ready for review May 21, 2024 08:57
@lars-reimann lars-reimann merged commit f07bc5a into main May 21, 2024
@lars-reimann lars-reimann deleted the generic-datasets branch May 21, 2024 08:57
lars-reimann pushed a commit that referenced this pull request May 29, 2024
## [0.26.0](v0.25.0...v0.26.0) (2024-05-29)

### Features

* `Table.count_row_if` ([#788](#788)) ([4137131](4137131)), closes [#786](#786)
* added method to load pretrained models from huggingface ([#790](#790)) ([dd8394b](dd8394b))
* infer input size of forward and LSTM layers ([#808](#808)) ([098a07f](098a07f))
* outline around dots of scatterplot ([#785](#785)) ([ee8acf7](ee8acf7))
* remove output conversions ([#792](#792)) ([46f2f5d](46f2f5d)), closes [#732](#732)
* shorten some excessively long names ([#787](#787)) ([1c3ea59](1c3ea59)), closes [#772](#772)
* specify column names in constructor of table transformers ([#795](#795)) ([69a780c](69a780c))
* store window size and forecast horizon in dataset ([#794](#794)) ([f07bc5a](f07bc5a))
* string operations on cells ([#791](#791)) ([4a17f76](4a17f76))

### Bug Fixes

* handling of boolean columns in column statistics ([#778](#778)) ([f61cceb](f61cceb))
* sort x values of line plot ([#782](#782)) ([74d8649](74d8649))
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🎉 This PR is included in version 0.26.0 🎉

The release is available on:

Your semantic-release bot 📦🚀

@lars-reimann lars-reimann added the released Included in a release label May 29, 2024
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