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Adding data frame agnostic minibatches - #156

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153-add-dataframe-agnostic-mini-batch-support-with-narwhals
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153-add-dataframe-agnostic-mini-batch-support-with-narwhals

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@kulbachcedric kulbachcedric linked an issue Jul 23, 2026 that may be closed by this pull request
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⚠️ Please install the 'codecov app svg image' to ensure uploads and comments are reliably processed by Codecov.

Codecov Report

❌ Patch coverage is 93.43434% with 13 lines in your changes missing coverage. Please review.
✅ Project coverage is 85.20%. Comparing base (f326453) to head (1f55235).

Files with missing lines Patch % Lines
deep_river/utils/dataframe.py 85.93% 9 Missing ⚠️
deep_river/test_dataframe_many.py 95.83% 4 Missing ⚠️
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@@            Coverage Diff             @@
##             main     #156      +/-   ##
==========================================
+ Coverage   84.02%   85.20%   +1.17%     
==========================================
  Files          27       29       +2     
  Lines        1947     2109     +162     
==========================================
+ Hits         1636     1797     +161     
- Misses        311      312       +1     
Files with missing lines Coverage Δ
deep_river/base.py 85.85% <100.00%> (ø)
deep_river/classification/classifier.py 92.92% <100.00%> (+8.55%) ⬆️
deep_river/regression/regressor.py 100.00% <100.00%> (+7.69%) ⬆️
deep_river/utils/tensor_conversion.py 87.87% <100.00%> (-0.70%) ⬇️
deep_river/utils/test_tensor_conversion.py 100.00% <100.00%> (ø)
deep_river/test_dataframe_many.py 95.83% <95.83%> (ø)
deep_river/utils/dataframe.py 85.93% <85.93%> (ø)
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Add dataframe-agnostic mini-batch support with Narwhals

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