_            _    _        _         _
      /\ \         /\ \ /\ \     /\_\      / /\
      \_\ \       /  \ \\ \ \   / / /     / /  \
      /\__ \     / /\ \ \\ \ \_/ / /     / / /\ \__
     / /_ \ \   / / /\ \ \\ \___/ /     / / /\ \___\
    / / /\ \ \ / / /  \ \_\\ \ \_/      \ \ \ \/___/
   / / /  \/_// / /   / / / \ \ \        \ \ \
  / / /      / / /   / / /   \ \ \   _    \ \ \
 / / /      / / /___/ / /     \ \ \ /_/\__/ / /
/_/ /      / / /____\/ /       \ \_\\ \/___/ /
\_\/       \/_________/         \/_/ \_____\/

Enter the query into the form above. You can look for specific version of a package by using @ symbol like this: gcc@10.

API method:

GET /api/packages?search=hello&page=1&limit=20

where search is your query, page is a page number and limit is a number of items on a single page. Pagination information (such as a number of pages and etc) is returned in response headers.

If you'd like to join our channel webring send a patch to ~whereiseveryone/toys@lists.sr.ht adding your channel as an entry in channels.scm.


nerd-dictation-sox-xdotool 0-2.03ce043
Dependencies: bash-minimal@5.2.37 nerd-dictation@0-2.03ce043
Propagated dependencies: sox@14.4.2 xdotool@3.20211022.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/ideasman42/nerd-dictation
Licenses: GPL 2+
Build system: trivial
Synopsis: Offline speech-to-text for desktop Linux
Description:

This package provides simple access speech to text for using in Linux without being tied to a desktop environment, using the vosk-api. The user configuration lets you manipulate text using Python string operations. It has zero overhead, as this relies on manual activation and there are no background processes. Dictation is accessed manually with nerd-dictation begin and nerd-dictation end commands.

python-pymanopt 2.2.1
Propagated dependencies: python-numpy@1.26.4 python-scipy@1.12.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://pymanopt.org/
Licenses: Modified BSD
Build system: pyproject
Synopsis: Toolbox for optimization on Riemannian manifolds
Description:

This package is a toolbox for optimization on Riemannian manifolds with support for automatic differentiation.

python-inquirer 3.1.3
Propagated dependencies: python-blessed@1.20.0 python-editor@1.0.4 python-readchar@4.2.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/magmax/python-inquirer
Licenses: Expat
Build system: pyproject
Synopsis: Collection of common interactive command line user interfaces
Description:

Inquirer should ease the process of asking end user questions, parsing, validating answers, managing hierarchical prompts and providing error feedback.

ideep-pytorch 3.3.2
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/intel/ideep
Licenses: Expat
Build system: copy
Synopsis: Ideep headers for internal use by PyTorch
Description:

This library is used internally as header-only library by PyTorch.

python-faster-whisper 1.2.0
Propagated dependencies: onnxruntime@1.22.0 python-av@16.0.1 python-ctranslate2@4.6.0 python-huggingface-hub@0.31.4 python-tokenizers@0.19.1 python-tqdm@4.67.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/SYSTRAN/faster-whisper
Licenses: Expat
Build system: pyproject
Synopsis: Whisper transcription reimplementation
Description:

This package provides a reimplementation of OpenAI's Whisper model using CTranslate2, which is a inference engine for transformer models.

python-cleanlab 1.0.1
Propagated dependencies: python-numpy@1.26.4 python-scikit-learn@1.7.0 python-scipy@1.12.0 python-tqdm@4.67.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://cleanlab.ai
Licenses: AGPL 3+
Build system: pyproject
Synopsis: Automatically find and fix dataset issues
Description:

cleanlab automatically finds and fixes errors in any ML dataset. This data-centric AI package facilitates machine learning with messy, real-world data by providing clean labels during training.

dlib 20.0
Dependencies: ffmpeg@8.0 giflib@5.2.1 libjpeg-turbo@2.1.4 libjxl@0.11.1 libpng@1.6.39 libwebp@1.3.2 libx11@1.8.12 openblas@0.3.30 pybind11@2.13.6 zlib@1.3.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: http://dlib.net
Licenses: Boost 1.0
Build system: cmake
Synopsis: Toolkit for making machine learning and data analysis applications in C++
Description:

Dlib is a modern C++ toolkit containing machine learning algorithms and tools. It is used in both industry and academia in a wide range of domains including robotics, embedded devices, mobile phones, and large high performance computing environments.

python-xgboost 1.7.6
Dependencies: xgboost@1.7.6
Propagated dependencies: python-numpy@1.26.4 python-scipy@1.12.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://xgboost.ai/
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Python interface for the XGBoost library
Description:

XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way.

xgboost 1.7.6
Dependencies: dmlc-core@0.5
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://xgboost.ai/
Licenses: ASL 2.0
Build system: cmake
Synopsis: Gradient boosting (GBDT, GBRT or GBM) library
Description:

XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way.

python-sentence-transformers 5.1.2
Propagated dependencies: python-huggingface-hub@0.31.4 python-numpy@1.26.4 python-pillow@11.1.0 python-pytorch@2.9.0 python-typing-extensions@4.15.0 python-scikit-learn@1.7.0 python-scipy@1.12.0 python-tqdm@4.67.1 python-transformers@4.44.2
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://www.SBERT.net
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Multilingual text embeddings
Description:

This framework provides an easy method to compute dense vector representations for sentences, paragraphs, and images. The models are based on transformer networks like BERT / RoBERTa / XLM-RoBERTa and achieve state-of-the-art performance in various tasks. Text is embedded in vector space such that similar text are closer and can efficiently be found using cosine similarity.

This package provides easy access to pretrained models for more than 100 languages, fine-tuned for various use-cases.

Further, this framework allows an easy fine-tuning of custom embeddings models, to achieve maximal performance on your specific task.

nerd-dictation-sox-wtype 0-2.03ce043
Dependencies: bash-minimal@5.2.37 nerd-dictation@0-2.03ce043
Propagated dependencies: sox@14.4.2 wtype@0.4
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/ideasman42/nerd-dictation
Licenses: GPL 2+
Build system: trivial
Synopsis: Offline speech-to-text for desktop Linux
Description:

This package provides simple access speech to text for using in Linux without being tied to a desktop environment, using the vosk-api. The user configuration lets you manipulate text using Python string operations. It has zero overhead, as this relies on manual activation and there are no background processes. Dictation is accessed manually with nerd-dictation begin and nerd-dictation end commands.

python-tflite-runtime 2.16.2
Dependencies: abseil-cpp@20250814.1 cpuinfo@0.0-5.b73ae6c eigen@3.4.0 fp16@0.0-1.0a92994 flatbuffers@23.5.26 gemmlowp@0.1-2.16e8662 mesa-headers@25.2.3 neon2sse@0-1.097a5ec nsync@1.26.0 opencl-icd-loader@2024.10.24 pthreadpool@0.1-3.560c60d python@3.11.14 python-ml-dtypes@0.5.3 ruy@0-1.caa2443 re2@2022-12-01 xnnpack@0.0-4.51a0103 vulkan-headers@1.4.321.0 zlib@1.3.1
Propagated dependencies: python-numpy@1.26.4
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://www.tensorflow.org
Licenses: ASL 2.0
Build system: trivial
Synopsis: Machine learning framework
Description:

TensorFlow is a flexible platform for building and training machine learning models. This package provides the "lite" variant for mobile devices.

python-hopcroftkarp 1.2.5-1.2846e1d
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/sofiatolaosebikan/hopcroftkarp
Licenses: GPL 3
Build system: pyproject
Synopsis: Implementation of the Hopcroft-Karp algorithm
Description:

This package implements the Hopcroft-Karp algorithm, producing a maximum cardinality matching from a bipartite graph.

fbgemm 1.2.0
Dependencies: asmjit@0.0.0-2.cfc9f81 cpuinfo@0.0-5.b73ae6c
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/pytorch/fbgemm
Licenses: Modified BSD
Build system: cmake
Synopsis: Facebook GEneral Matrix Multiplication
Description:

Low-precision, high-performance matrix-matrix multiplications and convolution library for server-side inference.

python-botorch 0.16.0
Propagated dependencies: python-gpytorch@1.14.2 python-linear-operator@0.6 python-multipledispatch@1.0.0 python-pyre-extensions@0.0.32 python-pyro-ppl@1.9.1 python-pytorch@2.9.0 python-scipy@1.12.0 python-threadpoolctl@3.1.0 python-typing-extensions@4.15.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://botorch.org
Licenses: Expat
Build system: pyproject
Synopsis: Bayesian Optimization in PyTorch
Description:

BoTorch is a library for Bayesian Optimization built on PyTorch.

python-linear-operator 0.6
Propagated dependencies: python-jaxtyping@0.3.3 python-mpmath@1.3.0 python-pytorch@2.9.0 python-scipy@1.12.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/cornellius-gp/linear_operator/
Licenses: Expat
Build system: pyproject
Synopsis: Linear operator implementation
Description:

LinearOperator is a PyTorch package for abstracting away the linear algebra routines needed for structured matrices (or operators).

python-scikit-learn 1.7.0
Dependencies: openblas@0.3.30
Propagated dependencies: python-joblib@1.5.2 python-numpy@1.26.4 python-scipy@1.12.0 python-threadpoolctl@3.1.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://scikit-learn.org/
Licenses: Modified BSD
Build system: pyproject
Synopsis: Machine Learning in Python
Description:

Scikit-learn provides simple and efficient tools for data mining and data analysis.

python-spacy-legacy 3.0.12
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://spacy.io
Licenses: Expat
Build system: pyproject
Synopsis: Legacy registered functions for spaCy backwards compatibility
Description:

This package contains legacy registered functions for spaCy backwards compatibility.

nerd-dictation 0-2.03ce043
Propagated dependencies: python-vosk@0.3.50
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/ideasman42/nerd-dictation
Licenses: GPL 2+
Build system: pyproject
Synopsis: Offline speech-to-text for desktop Linux
Description:

This package provides simple access speech to text for using in Linux without being tied to a desktop environment, using the vosk-api. The user configuration lets you manipulate text using Python string operations. It has zero overhead, as this relies on manual activation and there are no background processes. Dictation is accessed manually with nerd-dictation begin and nerd-dictation end commands.

onnx 1.17.0
Dependencies: protobuf@3.21.9
Propagated dependencies: python-numpy@1.26.4 python-protobuf@3.20.3 python-six@1.17.0 python-tabulate@0.9.0 python-typing-extensions@4.15.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://onnx.ai/
Licenses: Expat
Build system: pyproject
Synopsis: Open Neural Network Exchange
Description:

ONNX is a format for AI models, both deep learning and traditional ML. It defines an extensible computation graph model, as well as definitions of built-in operators and standard data types.

qnnpack-pytorch pytorch-2.9.0
Dependencies: clog@0.0-5.b73ae6c cpuinfo@0.0-5.b73ae6c fp16@0.0-1.0a92994 fxdiv@0.0-1.63058ef psimd@0.0-1.072586a pthreadpool@0.1-3.560c60d
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/pytorch/qnnpack
Licenses: Modified BSD
Build system: cmake
Synopsis: Quantized Neural Network PACKage
Description:

QNNPACK is a library for low-precision neural network inference. It contains the implementation of common neural network operators on quantized 8-bit tensors.

python-gpytorch 1.14.2
Propagated dependencies: python-jaxtyping@0.3.3 python-linear-operator@0.6 python-mpmath@1.3.0 python-scikit-learn@1.7.0 python-scipy@1.12.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://gpytorch.ai
Licenses: Expat
Build system: pyproject
Synopsis: Implementation of Gaussian Processes in PyTorch
Description:

GPyTorch is a Gaussian process library implemented using PyTorch.

python-brian2 2.5.1
Propagated dependencies: python-cython@3.1.2 python-jinja2@3.1.2 python-numpy@1.26.4 python-py-cpuinfo@9.0.0 python-pyparsing@3.2.3 python-setuptools@80.9.0 python-sympy@1.13.3
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://briansimulator.org/
Licenses: CeCILL
Build system: pyproject
Synopsis: Clock-driven simulator for spiking neural networks
Description:

Brian is a simulator for spiking neural networks written in Python. It is therefore designed to be easy to learn and use, highly flexible and easily extensible.

dlpack 1.2
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://dmlc.github.io/dlpack/latest/
Licenses: ASL 2.0
Build system: cmake
Synopsis: In memory tensor structure
Description:

DLPack is an in-memory tensor structure for sharing tensors among frameworks.

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