gnu: python-lightning-utilities: Update to 0.15.2.

* gnu/packages/machine-learning.scm (python-lightning-utilities): Update to 0.15.2.
[propagated-inputs]: Remove python-importlib-metadata.
[native-inputs]: Remove python-coverage.

Change-Id: I123f1d978143ae9c63842e1f185237ba86be26e6

gnu: python-tokenizers: Extend with (pyproject-guile-json).

* gnu/packages/machine-learning.scm (python-tokenizers)[arguments]
<#:phases>: Extend with (pyproject-guile-json).

Change-Id: Idae6f4609393ec1a612b7710dc60c6b7bd8c79a6
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>

gnu: onnxruntime: Extend with (pyproject-guile-json).

* gnu/packages/machine-learning.scm (onnxruntime)[arguments]
<#:phases>: Extend with (pyproject-guile-json).

Change-Id: Ib498a4697642d59784cf699230478ba23fb41ff6
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>

gnu: whisper-cpp: Update to 1.8.2 and add ffmpeg input.

* gnu/packages/machine-learning.scm (whisper-cpp): Update to 1.8.2.
[arguments]<#:phases>: Fix ’skip-failing-vad-tests.
<#:configure-flags>: Enable ffmpeg.
[inputs]: Add ffmpeg. Remove git.
[native-inputs]: Add git.

Change-Id: I75e6b4379e2112b2bcc9739b76bea9edceb0d3e0
Signed-off-by: Andreas Enge <andreas@enge.fr>

gnu: whisper-cpp: Improve style.

* gnu/packages/machine-learning.scm (whisper-cpp): Fix max column.
[inputs]: Sort.

Change-Id: Ia86c4216a196b5c8645236b3d51d9cf73707fc9e
Signed-off-by: Andreas Enge <andreas@enge.fr>

gnu: dlib: Update to 20.0.

* gnu/packages/machine-learning.scm (dlib): Update to 20.0.
[inputs]: Remove libjxl-0.10; add libjxl and pybind11.
[native-inputs]: Remove libnsl.

Change-Id: Ib0efe74c2e7e4f66ce43ef065bfe9eeaa9ece997
Signed-off-by: Ludovic Courtès <ludo@gnu.org>

gnu: dlib: Improve style.

* gnu/packages/machine-learning.scm (dlib)[arguments]: Use
G-Expressions.
[inputs]: Drop variables.
[synopsys]: Fit to max column.
[description]: Fit to max column.

Change-Id: I6eb01d836657bd6323442c5c4c81fbaa08f438df
Signed-off-by: Ludovic Courtès <ludo@gnu.org>

gnu: python-sentence-transformers: Update to 5.1.2.

* gnu/packages/machine-learning.scm (python-sentence-transformers): Update to 5.1.2.

Change-Id: I41751d68a97cddf1fadc8c0ff1952b277993db94

gnu: python-ml-collections: Update to 1.1.0.

* gnu/packages/machine-learning.scm (python-ml-collections): Update to 1.1.0.
  [arguments]: Update test flags.
  [native-inputs]: Remove python-pylint, python-pytest-xidst.
  [propagated-inputs]: Remove python-six.

Change-Id: If03e19f2e10b58bc97d66920dfc4ec4c8e6be03b
Reviewed-by: Cayetano Santos <csantosb@inventati.org>
Modified-by: Sharlatan Hellseher <sharlatanus@gmail.com>
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>

gnu: Remove xnnpack-for-r-torch.

* gnu/packages/machine-learning.scm (xnnpack-for-r-torch): Delete variable.

Change-Id: I3e68165e8e150c5901e74cce189b60e7d85739d0

gnu: Remove qnnpack-pytorch-for-r-torch.

* gnu/packages/machine-learning.scm (qnnpack-pytorch-for-r-torch):
Delete variable.

Change-Id: Ide167461e36c640e88e66b4ccd786e37a2e57687

gnu: Remove ideep-pytorch-for-r-torch.

* gnu/packages/machine-learning.scm (ideep-pytorch-for-r-torch): Remove
variable.

Change-Id: Ia930ab53550688ae6ca806af4f60fb02aa139ece

gnu: Remove oneapi-dnnl-for-r-torch.

* gnu/packages/machine-learning.scm (oneapi-dnnl-for-r-torch): Remove variable.

Change-Id: Ie8cacc9566410422390f9bf00dc0bfbc135e502f

gnu: liblantern: Update to 0.16.3.

* gnu/packages/machine-learning.scm (liblantern): Update to 0.16.3.

Change-Id: Idbf7bcd135ff63eb538f08e79cdfbf1c4b5dd3fc

gnu: python-pytorch-for-r-torch: Update to 2.7.1.

* gnu/packages/patches/python-pytorch-for-r-torch-fix-codegen.patch,
  gnu/packages/patches/python-pytorch-for-r-torch-system-libraries.patch: Update.
* gnu/packages/patches/python-pytorch-for-r-torch-without-kineto.patch: New file.
* gnu/local.mk (dist_patch_DATA): Record it.
* gnu/packages/machine-learning.scm
(python-pytorch-for-r-torch): Update to 2.7.1.
[source]: Use new patch.
[arguments]: Remove phase 'fix-aten-vec; copy and adjust 'use-system-libraries
phase from python-pytorch.
[inputs]: Inherit all from python-pytorch; replace gloo with gloo-for-r-torch.
[native-inputs]: Inherit all from python-pytorch.
[propagated-inputs]: Inherit all from python-pytorch.

Change-Id: Ib2cf511fc34f609bbc7e92971720b00c4523419f

gnu: Add gloo-for-r-torch.

* gnu/packages/machine-learning.scm (gloo-for-r-torch): New variable.

Change-Id: Ibaf55d20d42acf6379464f7f7484c9ce67197d40

gnu: python-torchmetrics: Update to 1.8.2.

* gnu/packages/machine-learning.scm (python-torchmetrics): Update to 1.8.2.
  [source]: Update hash.

Change-Id: I95df5598ae30528cae7c2c10d6695decb06647e7
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>

gnu: python-botorch: Update to 0.16.0.

* gnu/packages/machine-learning.scm (python-botorch): Update to 0.16.0.
  [source]: Switch upstream URL to meta-pytorch; update hash.
  [arguments]: In #:test-flags, skip tests that mock
  fmin_l_bfgs_b_batched (not imported with SciPy<1.13):
  test_emsemble_map_saas, test_negative_fixed_features.  Also ignore
  test_community/ (requires optional 'pfns').
  [native-inputs]: Drop python-wheel.

Change-Id: I8249ef0730bd6f6849dc515fbafa8068bf0bfe9a
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>

gnu: python-gpytorch: Update to 1.14.2.

* gnu/packages/machine-learning.scm (python-gpytorch): Update to 1.14.2.
  [source]: Update hash.
  [native-inputs]: Drop python-wheel.

Change-Id: Icd6ef2b964e17b918bbe92179e0803d4e001ec13
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>

gnu: python-pot: Update to 0.9.6.

* gnu/packages/machine-learning.scm (python-pot): Update to 0.9.6.
  [source]: Switch to git-fetch (upstream tag).  Update hash.  Remove
  snippet for deleting 'ot/lp/emd_wrap.cpp'—not present in VCS source.
  [arguments]: Add test-flags to skip 'test_entropic_semirelaxed_gromov'
  (TypeError).
  [native-inputs]: Drop python-wheel; add python-pytest and
  python-pytest-cov.

Change-Id: I8932a58ad9b83fd9c82c21fbb7db23fb06336a64
Signed-off-by: Sharlatan Hellseher <sharlatanus@gmail.com>