Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

* add ideas doc

* add links

* change copyright

* revert change

* fix mistakes

* fix failures

* add issue links and fix a spelling mistake:

* make anonymous

* remove space

Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>

* Jupyter Nightly job fix

* TEMPORARY: trigger Jupyter job in PR

* Revert "TEMPORARY: trigger Jupyter job in PR"

This reverts commit 754e97f.

* TEMPORARY: move Jupyter job to CI

* Revert "TEMPORARY: move Jupyter job to CI"

This reverts commit b44997f.

* Update conda config command

* TEMPORARY: move jupyter job to CI

* Revert "TEMPORARY: move jupyter job to CI"

This reverts commit 908b40d.

* Update conda channels

* TEMPORARY: move jupyter job to CI

* Revert "TEMPORARY: move jupyter job to CI"

This reverts commit aa89a40.

* Return conda-forge to command

* fix html widget doc link

* workaround for older sklearn

* fix test

* attempt at fixing n_jobs failures

* better fix for TSNE

* revert test to 'daal4py'

…ions (#2286)

* update conda install instructions

* simplify tables

* further simplify

* clarify requirements for running on GPU

* typos

* add note about support for FPGAs and SPMD

* clarify optional aspect of dpctl

* clarify requirements for SPMD, clarify conda-forge status

* more clarifications about requirements

* small details

* wording

* order

* link to dpctl docs programmatically

* don't use automated section naming

* use unnamed reference for mpi4py

* more corrections

* clarify sycl device support

* clarify dpctl not required for spmd

* clarify integrated chipsets not supported

* typo

* single link occurrence for dpctl

* clarify mpi4py requirements

* more spmd details

* wording

* mention detail about queues

* correction oneMath->oneMKL

* more corrections

* copyright header

* update main page too

* more improvements

* spacing

* mention multi-gpu setups in readme

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* chore(deps): update dependency numpy to v2.2.3

* Update dependencies-dev

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Co-authored-by: renovate[bot] <29139614+renovate[bot]@users.noreply.github.com>
Co-authored-by: ethanglaser <[email protected]>

* Update naming and dropping Intel specifics (#2355)

* Dropping Intel specific naming

* Fix conda related naming

* updating doc config with naming

* Renaming IntelEstomator to ExtensionEstimator

* Replacing oneDAL with sustitution reference

* Fixing linting on incremental_ridge

* remplacing substitute name

* removing reg

* update copyright/author

* adding onedal substitution

* fix spacing

(cherry picked from commit f89c9e2)

# Conflicts:
#	doc/sources/oneapi-gpu.rst
#	doc/sources/quick-start.rst

* Update oneapi-gpu.rst

* Update quick-start.rst

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Co-authored-by: Nikolay Petrov <[email protected]>