(define-module (ajatt packages python-xyz)
  #:use-module ((guix licenses) #:prefix license:)
  #:use-module (guix packages)
  #:use-module (guix download)
  #:use-module (guix build-system cmake)
  #:use-module (guix build-system python)
  #:use-module (guix build-system pyproject)
  #:use-module (gnu packages audio)
  #:use-module (gnu packages check)
  #:use-module (gnu packages machine-learning)
  #:use-module (gnu packages protobuf)
  #:use-module (gnu packages python-web)
  #:use-module (gnu packages python-xyz)
  #:use-module (gnu packages version-control))

(define-public python-fugashi
  (package
    (name "python-fugashi")
    (version "1.3.0")
    (source
     (origin
       (method url-fetch)
       (uri (pypi-uri "fugashi" version))
       (sha256
        (base32 "1z61b7c71rz493fqzyg4dwzzhhv22dy6v2i3fivqjn8qwfnc1vhd"))))
    (build-system pyproject-build-system)
    (home-page "https://github.com/polm/fugashi")
    (synopsis
     "A Cython MeCab wrapper for fast, pythonic Japanese tokenization.")
    (description
     "This package provides a Cython @code{MeCab} wrapper for fast, pythonic Japanese
tokenization.")
    (license license:expat)))

(define-public python-jaconv
  (package
   (name "python-jaconv")
   (version "0.3.4")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "jaconv" version))
     (sha256
      (base32 "0v8xlfrmc26r15arb5w2nzdzyvzw606gmjgncanxpqmhy3rmaz4y"))))
   (build-system pyproject-build-system)
   (home-page "https://github.com/ikegami-yukino/jaconv")
   (synopsis
    "Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, Zenkaku and more")
   (description
    "Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku,
Zenkaku and more")
   (license license:expat)))

(define-public python-transformers
  (package
   (name "python-transformers")
   (version "4.37.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "transformers" version))
     (sha256
      (base32 "10vckj0wpdlkqh39iwnqn3w19gl7hxxcwdkh1xvm3xv8c7ixw3ss"))))
   (build-system pyproject-build-system)
   (inputs (list python-filelock
                 python-huggingface-hub
                 python-numpy
                 python-packaging
                 python-pyyaml
                 python-regex
                 python-requests
                 python-safetensors
                 python-tokenizers
                 python-tqdm))
   (native-inputs (list python-accelerate
                        python-av
                        python-beautifulsoup4
                        python-codecarbon
                        python-cookiecutter
                        python-datasets
                        python-decord
                        python-deepspeed
                        python-dill
                        python-evaluate
                        python-faiss-cpu
                        python-flax
                        python-fugashi
                        python-gitpython
                        python-hf-doc-builder
                        python-ipadic
                        python-isort
                        python-jax
                        python-jaxlib
                        python-kenlm
                        python-keras-nlp
                        python-librosa
                        python-nltk
                        python-onnxconverter-common
                        python-onnxruntime
                        python-onnxruntime-tools
                        python-optax
                        python-optuna
                        python-parameterized
                        python-phonemizer
                        python-pillow
                        python-protobuf
                        python-psutil
                        python-pyctcdecode
                        python-pydantic
                        python-pytest
                        python-pytest-timeout
                        python-pytest-xdist
                        python-ray
                        python-rhoknp
                        python-rjieba
                        python-rouge-score
                        python-ruff
                        python-sacrebleu
                        python-sacremoses
                        python-scikit-learn
                        python-sentencepiece
                        python-sigopt
                        python-sudachidict-core
                        python-sudachipy
                        python-tensorboard
                        python-tensorflow
                        python-tensorflow-text
                        python-tf2onnx
                        python-timeout-decorator
                        python-timm
                        python-tokenizers
                        python-torch
                        python-torchaudio
                        python-torchvision
                        python-unidic
                        python-unidic-lite
                        python-urllib3))
   (home-page "https://github.com/huggingface/transformers")
   (synopsis
    "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow")
   (description
    "State-of-the-art Machine Learning for JAX, @code{PyTorch} and @code{TensorFlow}")
   (license #f)))

(define-public python-unidic-lite
  (package
   (name "python-unidic-lite")
   (version "1.0.8")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "unidic-lite" version))
     (sha256
      (base32 "0idj4yp0sl27ylr2wzkybbh0wj7c843lp7cljw5d1m7xv5r4b7fv"))))
   (build-system pyproject-build-system)
   (home-page "https://github.com/polm/unidic-lite")
   (synopsis "A small version of UniDic packaged for Python")
   (description
    "This package provides a small version of @code{UniDic} packaged for Python")
   (license #f)))

(define-public python-huggingface-hub
  (package
   (name "python-huggingface-hub")
   (version "0.20.3")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "huggingface_hub" version))
     (sha256
      (base32 "0pfhcalkvf6bsr7n8jmny57sgd71g2v5f6d7srkvqps7fkhgirwl"))))
   (build-system pyproject-build-system)
   (inputs (list python-filelock
                 python-fsspec
                 python-packaging
                 python-pyyaml
                 python-requests
                 python-tqdm
                 python-typing-extensions))
   (native-inputs (list python-aiohttp
                        python-gradio
                        python-inquirerpy
                        python-jedi
                        python-jinja2
                        python-mypy
                        python-numpy
                        python-pillow
                        python-pydantic
                        python-pytest
                        python-pytest-asyncio
                        python-pytest-cov
                        python-pytest-env
                        python-pytest-rerunfailures
                        python-pytest-vcr
                        python-pytest-xdist
                        python-ruff
                        python-soundfile
                        python-types-pyyaml
                        python-types-requests
                        python-types-simplejson
                        python-types-toml
                        python-types-tqdm
                        python-types-urllib3
                        python-typing-extensions
                        python-urllib3))
   (home-page "https://github.com/huggingface/huggingface_hub")
   (synopsis
    "Client library to download and publish models, datasets and other repos on the huggingface.co hub")
   (description
    "Client library to download and publish models, datasets and other repos on the
huggingface.co hub")
   (license #f)))

(define-public python-safetensors
  (package
   (name "python-safetensors")
   (version "0.4.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "safetensors" version))
     (sha256
      (base32 "1j9nzg5665rjgvgzxgvrc3261rs88zlfzd1568iab0fsda76a113"))))
   (build-system pyproject-build-system)
   (native-inputs (list python-h5py
                        python-huggingface-hub
                        python-hypothesis
                        python-pytest
                        python-pytest-benchmark
                        python-safetensors
                        python-setuptools-rust))
   (home-page "")
   (synopsis "")
   (description "")
   (license #f)))

(define-public python-tokenizers
  (package
   (name "python-tokenizers")
   (version "0.15.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "tokenizers" version))
     (sha256
      (base32 "10692zkrbr3h43qmbg4p0wc9frymx3765xcrgxxykmm3spb338y0"))))
   (build-system pyproject-build-system)
   (inputs (list python-huggingface-hub))
   (native-inputs (list python-black
                        python-datasets
                        python-numpy
                        python-pytest
                        python-requests
                        python-tokenizers))
   (home-page "")
   (synopsis "")
   (description "")
   (license #f)))

(define-public python-accelerate
  (package
   (name "python-accelerate")
   (version "0.26.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "accelerate" version))
     (sha256
      (base32 "12aga0dkmrj1nwvbwcx61b529f5b6gcg834pva3hsinrddmp2qxz"))))
   (build-system pyproject-build-system)
   (inputs (list python-huggingface-hub
                 python-numpy
                 python-packaging
                 python-psutil
                 python-pyyaml
                 python-safetensors
                 python-torch))
   (native-inputs (list python-bitsandbytes
                        python-black
                        python-comet-ml
                        python-datasets
                        python-deepspeed
                        python-dvclive
                        python-evaluate
                        python-hf-doc-builder
                        python-parameterized
                        python-pytest
                        python-pytest-subtests
                        python-pytest-xdist
                        python-rich
                        python-ruff
                        python-scikit-learn
                        python-scipy
                        python-tensorboard
                        python-timm
                        python-tqdm
                        python-transformers
                        python-urllib3
                        python-wandb))
   (home-page "https://github.com/huggingface/accelerate")
   (synopsis "Accelerate")
   (description "Accelerate")
   (license #f)))

(define-public python-codecarbon
  (package
   (name "python-codecarbon")
   (version "2.3.3")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "codecarbon" version))
     (sha256
      (base32 "120l5ljx8j0p0r86gzblkfpxprj96zp95w7bf4rk0gpb5r2jk8cy"))))
   (build-system pyproject-build-system)
   (inputs (list python-arrow
                 python-click
                 python-pandas
                 python-prometheus-client
                 python-psutil
                 python-py-cpuinfo
                 python-pynvml
                 python-rapidfuzz
                 python-requests))
   (home-page "")
   (synopsis "")
   (description "")
   (license #f)))

(define-public python-datasets
  (package
   (name "python-datasets")
   (version "2.16.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "datasets" version))
     (sha256
      (base32 "105013rvzphk1mcxbhyh2wgdzjww673kn4m2zpj1skcqn7liacmd"))))
   (build-system pyproject-build-system)
   (inputs (list python-aiohttp
                 python-dill
                 python-filelock
                 python-fsspec
                 python-huggingface-hub
                 python-multiprocess
                 python-numpy
                 python-packaging
                 python-pandas
                 python-pyarrow
                 python-pyarrow-hotfix
                 python-pyyaml
                 python-requests
                 python-tqdm
                 python-xxhash))
   (native-inputs (list python-absl-py
                        python-accelerate
                        python-apache-beam
                        python-bert-score
                        python-elasticsearch
                        python-faiss-cpu
                        python-jax
                        python-jaxlib
                        python-jiwer
                        python-joblib
                        python-joblibspark
                        python-langdetect
                        python-librosa
                        python-lz4
                        python-mauve-text
                        python-nltk
                        python-pillow
                        python-py7zr
                        python-pyspark
                        python-pytest
                        python-pytest-datadir
                        python-pytest-xdist
                        python-rarfile
                        python-requests-file
                        python-rouge-score
                        python-ruff
                        python-s3fs
                        python-sacrebleu
                        python-sacremoses
                        python-scikit-learn
                        python-scipy
                        python-sentencepiece
                        python-seqeval
                        python-six
                        python-soundfile
                        python-spacy
                        python-sqlalchemy
                        python-tensorflow
                        python-tensorflow-macos
                        python-texttable
                        python-tiktoken
                        python-tldextract
                        python-toml
                        python-torch
                        python-transformers
                        python-typer
                        python-typing-extensions
                        python-werkzeug
                        python-zstandard))
   (home-page "https://github.com/huggingface/datasets")
   (synopsis "HuggingFace community-driven open-source library of datasets")
   (description
    "@code{HuggingFace} community-driven open-source library of datasets")
   (license license:asl2.0)))

(define-public python-decord
  (package
   (name "python-decord")
   (version "0.6.0")
   (source
    (origin
     (method url-fetch)
     (uri (string-append "https://github.com/dmlc/decord/archive/refs/tags/v"
                         version ".tar.gz"))
     (sha256
      (base32 "0nqbwvad5ap4i87gs1rngyj9x4s9bq2kpma40cxnxgrvjw1b3vja"))))
   (build-system cmake-build-system)
   (home-page "https://github.com/dmlc/decord")
   (synopsis "An efficient video loader for deep learning with smart shuffling that's super easy to digest")
   (description "Decord is a reverse procedure of Record. It provides convenient video slicing methods based on a thin wrapper on top of hardware accelerated video decoders")
   (license license:epl1.0)))

(define-public python-deepspeed
  (package
   (name "python-deepspeed")
   (version "0.13.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "deepspeed" version))
     (sha256
      (base32 "0mb7dm2cr8cdwm20pssvd5fhqrx027y79srhrn7ybzc8dhg0fr5x"))))
   (build-system pyproject-build-system)
   (inputs (list python-hjson
                 python-ninja
                 python-numpy
                 python-packaging
                 python-psutil
                 python-py-cpuinfo
                 python-pydantic
                 python-pynvml
                 python-torch
                 python-tqdm))
   (native-inputs (list python-accelerate
                        python-clang-format
                        python-coverage
                        python-deepspeed-kernels
                        python-docutils
                        python-future
                        python-importlib-metadata
                        python-mup
                        python-pre-commit
                        python-pytest
                        python-pytest-forked
                        python-pytest-randomly
                        python-pytest-xdist
                        python-recommonmark
                        python-sphinx
                        python-sphinx-rtd-theme
                        python-tensorboard
                        python-torchvision
                        python-transformers
                        python-wandb))
   (home-page "http://deepspeed.ai")
   (synopsis "DeepSpeed library")
   (description "@code{DeepSpeed} library")
   (license #f)))

(define-public python-evaluate
  (package
   (name "python-evaluate")
   (version "0.4.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "evaluate" version))
     (sha256
      (base32 "1nd3rmrq13c85471dyd8jsnbplgvaklhj1ca1mvpkvcw0prdj8fp"))))
   (build-system pyproject-build-system)
   (inputs (list python-datasets
                 python-dill
                 python-fsspec
                 python-huggingface-hub
                 python-importlib-metadata
                 python-multiprocess
                 python-numpy
                 python-packaging
                 python-pandas
                 python-requests
                 python-responses
                 python-tqdm
                 python-xxhash))
   (native-inputs (list python-absl-py
                        python-accelerate
                        python-bert-score
                        python-black
                        python-cer
                        python-charcut
                        python-flake8
                        python-isort
                        python-jiwer
                        python-mauve-text
                        python-nltk
                        python-pytest
                        python-pytest-datadir
                        python-pytest-xdist
                        python-pyyaml
                        python-requests-file
                        python-rouge-score
                        python-sacrebleu
                        python-sacremoses
                        python-scikit-learn
                        python-scipy
                        python-sentencepiece
                        python-seqeval
                        python-six
                        python-tensorflow
                        python-texttable
                        python-tldextract
                        python-toml
                        python-torch
                        python-transformers
                        python-trectools
                        python-unidecode
                        python-werkzeug))
   (home-page "https://github.com/huggingface/evaluate")
   (synopsis "HuggingFace community-driven open-source library of evaluation")
   (description
    "@code{HuggingFace} community-driven open-source library of evaluation")
   (license license:asl2.0)))

(define-public python-faiss-cpu
  (package
   (name "python-faiss-cpu")
   (version "1.7.4")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "faiss-cpu" version))
     (sha256
      (base32 "02nxhaf5wgrdbs8qn67rvw54j8iryw861gq36d1z96q71hdw6p96"))))
   (build-system pyproject-build-system)
   (home-page "https://github.com/kyamagu/faiss-wheels")
   (synopsis
    "A library for efficient similarity search and clustering of dense vectors.")
   (description
    "This package provides a library for efficient similarity search and clustering
of dense vectors.")
   (license license:expat)))

(define-public python-flax
  (package
   (name "python-flax")
   (version "0.8.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "flax" version))
     (sha256
      (base32 "0if78183ipqyb75s5myrrl0apv6hv9djxz3srng43v274impmf4g"))))
   (build-system pyproject-build-system)
   (inputs (list python-jax
                 python-msgpack
                 python-numpy
                 python-optax
                 python-orbax-checkpoint
                 python-pyyaml
                 python-rich
                 python-tensorstore
                 python-typing-extensions))
   (native-inputs (list python-black
                        python-clu
                        python-einops
                        python-gymnasium
                        python-jaxlib
                        python-jraph
                        python-ml-collections
                        python-mypy
                        python-nbstripout
                        python-opencv-python
                        python-pytest
                        python-pytest-cov
                        python-pytest-custom-exit-code
                        python-pytest-xdist
                        python-pytype
                        python-sentencepiece
                        python-tensorflow
                        python-tensorflow-datasets
                        python-tensorflow-text
                        python-torch))
   (home-page "")
   (synopsis "Flax: A neural network library for JAX designed for flexibility")
   (description
    "Flax: A neural network library for JAX designed for flexibility")
   (license #f)))

(define-public python-hf-doc-builder
  (package
   (name "python-hf-doc-builder")
   (version "0.4.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "hf-doc-builder" version))
     (sha256
      (base32 "13al44b8d8c552kmj52dapkm7wnafdra1z09bijsw85xhry2gh13"))))
   (build-system pyproject-build-system)
   (inputs (list python-gitpython
                 python-gql
                 python-nbformat
                 python-packaging
                 python-pyyaml
                 python-requests
                 python-tqdm))
   (native-inputs (list python-black
                        python-flake8
                        python-isort
                        python-pytest
                        python-pytest-xdist
                        python-tokenizers
                        python-torch
                        python-transformers))
   (home-page "https://github.com/huggingface/doc-builder")
   (synopsis "Doc building utility")
   (description "Doc building utility")
   (license #f)))

(define-public python-ipadic
  (package
   (name "python-ipadic")
   (version "1.0.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "ipadic" version))
     (sha256
      (base32 "01qwlzlm0ipnfrj3l3b4gcsb2rc6k7c2iv8qmz51l4x6xhqkv4pm"))))
   (build-system pyproject-build-system)
   (home-page "https://github.com/polm/ipadic-py")
   (synopsis "IPAdic packaged for Python")
   (description "IPAdic packaged for Python")
   (license #f)))

(define-public python-jax
  (package
   (name "python-jax")
   (version "0.4.23")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "jax" version))
     (sha256
      (base32 "119njs28qjdirk04vcaq89dv3xi3jwrfvsmjj4w806wdfmd9l8ia"))))
   (build-system pyproject-build-system)
   (inputs (list python-importlib-metadata
                 python-ml-dtypes
                 python-numpy
                 python-opt-einsum
                 python-scipy))
   (home-page "https://github.com/google/jax")
   (synopsis "Differentiate, compile, and transform Numpy code.")
   (description "Differentiate, compile, and transform Numpy code.")
   (license #f)))

(define-public python-jaxlib
  (package
   (inherit python-jax)
   (name "python-jaxlib")))

(define-public python-kenlm
  (package
   (name "python-kenlm")
   (version "0.2.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "kenlm" version))
     (sha256
      (base32 "0zxci1g4wa6hf8af84ycq4fqws63rbahzvvp2xm0w59wkp01vp62"))))
   (build-system pyproject-build-system)
   (home-page "")
   (synopsis "")
   (description "")
   (license #f)))

(define-public python-keras-nlp
  (package
   (name "python-keras-nlp")
   (version "0.7.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "keras-nlp" version))
     (sha256
      (base32 "1v2sbyadi9l1xwd07m51lxz7fgrh9bbz31369yyz1wxk1vf3wvsm"))))
   (build-system pyproject-build-system)
   (inputs (list python-absl-py
                 python-dm-tree
                 python-kagglehub
                 python-keras-core
                 python-numpy
                 python-packaging
                 python-regex
                 python-rich
                 python-tensorflow-text))
   (home-page "https://github.com/keras-team/keras-nlp")
   (synopsis
    "Industry-strength Natural Language Processing extensions for Keras.")
   (description
    "Industry-strength Natural Language Processing extensions for Keras.")
   (license #f)))

(define-public python-onnxconverter-common
  (package
   (name "python-onnxconverter-common")
   (version "1.14.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "onnxconverter-common" version))
     (sha256
      (base32 "0jh1kmi8si5yc4wq5y2qxlilqqyms2z63ary5idmqchmplli8hvf"))))
   (build-system pyproject-build-system)
   (inputs (list python-numpy
                 python-onnx
                 python-packaging
                 python-protobuf))
   (home-page "https://github.com/microsoft/onnxconverter-common")
   (synopsis "ONNX Converter and Optimization Tools")
   (description "ONNX Converter and Optimization Tools")
   (license #f)))

;; (define-public python-onnxruntime
;;   (package
;;    (name "python-onnxruntime")
;;    (version "1.16.3")
;;    (source
;;     (origin
;;      (method url-fetch)
;;      (uri (string-append "https://github.com/microsoft/onnxruntime/releases/download/v"
;;                          version "/onnxruntime-linux-x64-" version ".tgz"))
;;      (sha256
;;       (base32 "1sxhk613ag1vk5hm6zxa0npjcn4gn0bgf1bq7id56qw44rlq1ki1"))))
;;    (build-system pyproject-build-system)
;;    (inputs (list python-coloredlogs
;;                  python-flatbuffers
;;                  python-numpy
;;                  python-packaging
;;                  python-protobuf
;;                  python-sympy))
;;    (home-page "https://github.com/microsoft/onnxruntime")
;;    (synopsis "ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator")
;;    (description "ONNX Runtime is a cross-platform inference and training machine-learning accelerator")
;;    (license license:expat)))

(define-public python-onnxruntime-tools
  (package
   (name "python-onnxruntime-tools")
   (version "1.7.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "onnxruntime_tools" version))
     (sha256
      (base32 "0vbzjr7m63cpq7qc5qwlcki2lhmwa5yw6mq3s6y6dq14jkjcxgbd"))))
   (build-system pyproject-build-system)
   (inputs (list python-coloredlogs
                 python-numpy
                 python-onnx
                 python-packaging
                 python-psutil
                 python-py-cpuinfo
                 python-py3nvml))
   (home-page "https://github.com/microsoft/onnxruntime")
   (synopsis "Transformers Model Optimization Tool of ONNXRuntime")
   (description "Transformers Model Optimization Tool of ONNXRuntime")
   (license license:expat)))

(define-public python-onnxruntime
  (package
   (inherit python-onnxruntime-tools)
   (name "python-onnxruntime")))

(define-public python-optax
  (package
   (name "python-optax")
   (version "0.1.8")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "optax" version))
     (sha256
      (base32 "0d4cc8iw5krwwqac8pz4fn5qvbfdjn41ckxyf9kvsr6592x0z0l6"))))
   (build-system pyproject-build-system)
   (inputs (list python-absl-py
                 python-attrs
                 python-chex
                 python-dm-haiku
                 python-dm-tree
                 python-flax
                 python-ipython
                 python-jax
                 python-jaxlib
                 python-matplotlib
                 python-mpmath
                 python-myst-nb
                 python-numpy
                 python-scipy
                 python-sphinx
                 python-sphinx-autodoc-typehints
                 python-sphinx-book-theme
                 python-sphinx-collections
                 python-sphinx-gallery
                 python-sphinxcontrib-katex
                 python-tensorflow
                 python-tensorflow-datasets))
   (home-page "")
   (synopsis "A gradient processing and optimisation library in JAX.")
   (description
    "This package provides a gradient processing and optimisation library in JAX.")
   (license #f)))

(define-public python-optuna
  (package
   (name "python-optuna")
   (version "3.5.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "optuna" version))
     (sha256
      (base32 "0947d6q5l34wppk6pw52nrsirswqrp5x1h8w1spsbim6dbhir7na"))))
   (build-system pyproject-build-system)
   (inputs (list python-alembic
                 python-colorlog
                 python-numpy
                 python-packaging
                 python-pyyaml
                 python-sqlalchemy
                 python-tqdm))
   (native-inputs (list python-coverage
                        python-fakeredis
                        python-kaleido
                        python-moto
                        python-pytest
                        python-scipy))
   (home-page "")
   (synopsis "A hyperparameter optimization framework")
   (description "This package provides a hyperparameter optimization framework")
   (license #f)))

(define-public python-phonemizer
  (package
   (name "python-phonemizer")
   (version "3.2.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "phonemizer" version))
     (sha256
      (base32 "0aw9rl03ahwpq1rxf4lbax3kx9bimynax1rpi9ixr6labbw8b3q6"))))
   (build-system pyproject-build-system)
   (inputs (list python-attrs
                 python-dlinfo
                 python-joblib
                 python-segments
                 python-typing-extensions))
   (native-inputs (list python-pytest))
   (home-page "https://github.com/bootphon/phonemizer")
   (synopsis "Simple text to phones converter for multiple languages")
   (description "Simple text to phones converter for multiple languages")
   (license #f)))

(define-public python-pyctcdecode
  (package
   (name "python-pyctcdecode")
   (version "0.5.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "pyctcdecode" version))
     (sha256
      (base32 "0b1sa7g5yx6v8f16ccm9pd9qcckmnfq7fglbjda6m89wwh9v7g7k"))))
   (build-system pyproject-build-system)
   (inputs (list python-hypothesis
                 python-importlib-metadata
                 python-numpy
                 python-pygtrie))
   (native-inputs (list python-bandit
                        python-black
                        python-codecov
                        python-flake8
                        python-huggingface-hub
                        python-isort
                        python-jupyter
                        python-mypy
                        python-nbconvert
                        python-nbformat
                        python-pydocstyle
                        python-pylint
                        python-pytest
                        python-pytest-cov))
   (home-page "")
   (synopsis "CTC beam search decoder for speech recognition.")
   (description "CTC beam search decoder for speech recognition.")
   (license #f)))

(define-public python-ray
  (package
   (name "python-ray")
   (version "2.9.1")
   (source
    (origin
     (method url-fetch)
     (uri (string-append "https://github.com/ray-project/ray/archive/refs/tags/ray-"
                         version ".tar.gz"))
     (sha256
      (base32 "0l7m0l6nilx4hjmxzhvhn99ydbqg8imyjs3a8aab6659k87vx3z2"))))
   (build-system pyproject-build-system)
   (home-page "https://github.com/ray-project/ray")
   (synopsis "Ray is a unified framework for scaling AI and Python applications")
   (description "Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads")
   (license license:asl2.0)))

(define-public python-rhoknp
  (package
   (name "python-rhoknp")
   (version "1.7.0")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "rhoknp" version))
     (sha256
      (base32 "0w8msp3fgzan9pw6nasz7jjvp59qvl2k3059pdhang8p2brswzz2"))))
   (build-system pyproject-build-system)
   (inputs (list python-fastapi
                 python-jinja2
                 python-pygments
                 python-pyyaml
                 python-rich
                 python-typer
                 python-typing-extensions
                 python-uvicorn))
   (home-page "https://github.com/ku-nlp/rhoknp")
   (synopsis "Yet another Python binding for Juman++/KNP/KWJA")
   (description "Yet another Python binding for Juman++/KNP/KWJA")
   (license license:expat)))

(define-public python-rjieba
  (package
   (name "python-rjieba")
   (version "0.1.11")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "rjieba" version))
     (sha256
      (base32 "1g4r0kdj1570n29mmaxb2bjfgybh9847n3wc1rmm7hjd83ybxkd9"))))
   (build-system pyproject-build-system)
   (home-page "")
   (synopsis "jieba-rs Python binding")
   (description "jieba-rs Python binding")
   (license license:expat)))

(define-public python-rouge-score
  (package
   (name "python-rouge-score")
   (version "0.1.2")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "rouge_score" version))
     (sha256
      (base32 "010gzwbsszlz3f55b3l4dxk46rm4cdfr3vrm06zrm376hckdmm67"))))
   (build-system pyproject-build-system)
   (inputs (list python-absl-py
                 python-nltk
                 python-numpy
                 python-six))
   (home-page
    "https://github.com/google-research/google-research/tree/master/rouge")
   (synopsis "Pure python implementation of ROUGE-1.5.5.")
   (description "Pure python implementation of ROUGE-1.5.5.")
   (license #f)))

(define-public python-ruff
  (package
   (name "python-ruff")
   (version "0.1.14")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "ruff" version))
     (sha256
      (base32 "1wsmk6y5y3d99g6148lpjj5x7ryd32vnm8490a189n6zna480gxd"))))
   (build-system pyproject-build-system)
   (home-page "https://docs.astral.sh/ruff")
   (synopsis
    "An extremely fast Python linter and code formatter, written in Rust.")
   (description
    "An extremely fast Python linter and code formatter, written in Rust.")
   (license license:expat)))

(define-public python-sacremoses
  (package
   (name "python-sacremoses")
   (version "0.1.1")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "sacremoses" version))
     (sha256
      (base32 "0d1rcv7vq7m2zdz8r5y055bd47qym7f2v5hbv171a0kbfqx5vzdn"))))
   (build-system pyproject-build-system)
   (inputs (list python-click
                 python-joblib
                 python-regex
                 python-tqdm))
   (home-page "https://github.com/hplt-project/sacremoses")
   (synopsis "SacreMoses")
   (description "@code{SacreMoses}")
   (license #f)))

(define-public python-sigopt
  (package
   (name "python-sigopt")
   (version "8.8.2")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "sigopt" version))
     (sha256
      (base32 "04hy3i4hz80mmak8i3igcw9mpryd9l9bqgikfryxchy74n92namj"))))
   (build-system pyproject-build-system)
   (inputs (list python-backoff
                 python-click
                 python-gitpython
                 python-packaging
                 python-pypng
                 python-pyyaml
                 python-requests
                 python-urllib3))
   (native-inputs (list python-boto3
                        python-certifi
                        python-docker
                        python-hyperopt
                        python-kubernetes
                        python-matplotlib
                        python-mock
                        python-nose
                        python-notebook
                        python-numpy
                        python-pillow
                        python-pint
                        python-pre-commit
                        python-pylint
                        python-pymongo
                        python-pyopenssl
                        python-pyspark
                        python-pytest
                        python-scikit-learn
                        python-setuptools
                        python-sigoptlite
                        python-twine
                        python-vulture
                        python-xgboost))
   (home-page "https://sigopt.com/")
   (synopsis "SigOpt Python API Client")
   (description "@code{SigOpt} Python API Client")
   (license #f)))

(define-public python-sudachidict-core
  (package
   (name "python-sudachidict-core")
   (version "20240109")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "SudachiDict-core" version))
     (sha256
      (base32 "0wwgm878wai47w5g0drad0nxyzchp1125yy41z8734p5fwniws3r"))))
   (build-system pyproject-build-system)
   (inputs (list python-sudachipy))
   (home-page "https://github.com/WorksApplications/SudachiDict")
   (synopsis "Sudachi Dictionary for SudachiPy - Core Edition")
   (description "Sudachi Dictionary for @code{SudachiPy} - Core Edition")
   (license #f)))

(define-public python-sudachipy
  (package
   (name "python-sudachipy")
   (version "0.6.8")
   (source
    (origin
     (method url-fetch)
     (uri (pypi-uri "SudachiPy" version))
     (sha256
      (base32 "1228dp1h3fmrg0gvim7hg0fzyz5b588v5z829p1srbq9zy39071x"))))
   (build-system pyproject-build-system)
   (native-inputs (list python-sudachidict-core
                        python-tokenizers))
   (home-page
    "https://github.com/WorksApplications/sudachi.rs/tree/develop/python")
   (synopsis "Python version of Sudachi, the Japanese Morphological Analyzer")
   (description
    "Python version of Sudachi, the Japanese Morphological Analyzer")
   (license #f)))

(define-public python-tensorboard
  (package
   (name "python-tensorboard")
   (version "2.15.1")
   (source
    (origin
     (method url-fetch)
     (uri (string-append "https://github.com/tensorflow/tensorboard/archive/refs/tags/"
                         version ".tar.gz"))
     (sha256
      (base32 "1i861j2bpgm08sg9ivaxpxk2wf7g8dk8w3980sal78m69laavs67"))))
   (build-system pyproject-build-system)
   (inputs (list python-absl-py
                 python-grpcio
                 python-markdown
                 python-numpy
                 python-protobuf
                 python-setuptools
                 python-six
                 python-tensorboard-data-server
                 python-tf-keras
                 python-werkzeug))
   (home-page "https://github.com/tensorflow/tensorboard")
   (synopsis "TensorFlow's Visualization Toolkit")
   (description "TensorBoard is a suite of web applications for inspecting and understanding your TensorFlow runs and graphs")
   (license license:asl2.0)))

(define-public python-tensorflow
  (package
   (name "python-tensorflow")
   (version "2.15.0")
   (source
    (origin
     (method url-fetch)
     (uri (string-append "https://github.com/tensorflow/tensorflow/archive/refs/tags/v"
                         version ".tar.gz"))
     (sha256
      (base32 "0862y0sfl9xykq6xrnhbf3hzzzgvqrdvry4id2qlfbfg1v5mmv4w"))))
   (build-system pyproject-build-system)
   (inputs (list python-keras-preprocessing
                 python-numpy
                 python-opt-einsum
                 python-packaging
                 python-requests
                 python-wheel))
   (home-page "https://github.com/tensorflow/tensorflow")
   (synopsis "An Open Source Machine Learning Framework for Everyone")
   (description "TensorFlow is an end-to-end open source platform for machine learning")
   (license license:asl2.0)))

;; (define-public python-tensorflow-text