Edoardo Abati

MAINT rename base_estimator to estimator in BaseBagging, BaggingRegressor and BaggingClassifier

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#### Reference Issues/PRs Closes #9104. See also #22145. Closes #22145 #### What does this implement/fix? Explain your changes. I continued the stalled PR #22145. I decided to change `BaseBagging` as...

[WIP] Italian translation - Chapter 8

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As mentioned in #45, I am translating Chapter 8 in Italian. Still Work in Progress, I would like to complete the chapter before merging. I opened the PR in case...

As part of the HuggingFace Keras sprint, I have added the HF links in the CCT and the Timeseries classification from scratch examples.

Added sections 4, 5 & 6 of chapter 9 - Italian

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As mentioned in #45, I am adding the sections 4,5 and 6 of chapter 9 in Italian. 🙂

Improve `OpenSearchDocumentStore.__init__` arguments

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Closes #671 As explained in the issue, I am proposing to change a bit the arguments that `OpenSearchDocumentStore` accepts. The goal is: 1. First, to allow the user to set...

**Is your feature request related to a problem? Please describe.** I think that the current implementation of `OpenSearchDocumentStore` should be more specific about which arguments it accepts in the `__init__`...

FIX: `accuracy` and `zero_loss` support for multilabel with Array API

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#### Reference Issues/PRs Related to #29269 Previosly implemented in #29321, but moved to a separate PR #### What does this implement/fix? Explain your changes. Currently the below Array API tests...

fix: `mps` device support in `entropy`

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#### Reference Issues/PRs As mentioned in #29300, we have some tests regarding the Array API that are failing in `main`. ``` FAILED sklearn/metrics/tests/test_common.py::test_array_api_compliance[accuracy_score-check_array_api_multilabel_classification_metric-cupy-None-None] - ValueError: unrecognized csr_matrix constructor usage FAILED...

ENH Add array_api compatibility to `dcg_score`

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#### Reference Issues/PRs Towards #£26024 #### What does this implement/fix? Explain your changes. It makes the `dcg_score` implementation compatible and tested with the Array API. #### Any other comments? It's...

feat: Add minimal Pyspark support

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## What type of PR is this? (check all applicable) - [ ] 💾 Refactor - [x] ✨ Feature - [ ] 🐛 Bug Fix - [ ] 🔧 Optimization...