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

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.


python-ripser 0.6.4
Propagated dependencies: python-numpy@1.26.4 python-persim@0.3.8 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://ripser.scikit-tda.org
Licenses: Expat
Build system: pyproject
Synopsis: Persistent homology library for Python
Description:

This package implements a variety of persistent homology algorithms. It provides an interface for

  • computing persistence cohomology of sparse and dense data sets

  • visualizing persistence diagrams

  • computing lowerstar filtrations on images

  • computing representative cochains

kaldi-gstreamer-server 0-3.f79e204
Dependencies: gstreamer@1.26.3 gst-kaldi-nnet2-online@0-3.7888ae5 gst-plugins-base@1.26.3 gst-plugins-good@1.26.3 kaldi@0-2.01aadd7 python-wrapper@3.11.14 python-pygobject@3.50.0 python-pyyaml@6.0.2 python-tornado@6.4.2
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/alumae/kaldi-gstreamer-server
Licenses: FreeBSD
Build system: gnu
Synopsis: Real-time full-duplex speech recognition server
Description:

This is a real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framework and implemented in Python.

python-mcfit 0.0.22-0.be3a5cf
Propagated dependencies: python-mpmath@1.3.0 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://github.com/eelregit/mcfit
Licenses: GPL 3+
Build system: pyproject
Synopsis: Multiplicatively convolutional fast integral transforms
Description:

This package provides multiplicatively convolutional fast integral transforms.

tvm 0.20.dev0-1.d3a2ed6
Dependencies: dmlc-core@0.5-1.1334185 dlpack@1.2 libedit@20191231-3.1 libxml2@2.14.6 llvm@19.1.7 opencl-clhpp@2024.10.24 opencl-headers@2024.10.24 rang@3.2 mesa@25.2.3 mesa-opencl@25.2.3 spirv-headers@1.4.321.0 spirv-tools@1.4.321.0 vulkan-headers@1.4.321.0 vulkan-loader@1.4.321.0 zlib@1.3.1 zstd@1.5.6
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://tvm.apache.org/
Licenses: ASL 2.0
Build system: cmake
Synopsis: Machine learning compiler framework for CPUs, GPUs and accelerators
Description:

Apache TVM is a compiler stack for deep learning systems. It is designed to close the gap between the productivity-focused deep learning frameworks, and the performance- and efficiency-focused hardware backends. TVM works with deep learning frameworks to provide end to end compilation to different backends

randomjungle 2.1.0
Dependencies: boost@1.89.0 gsl@2.8 libxml2@2.14.6 zlib@1.3.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://www.imbs.uni-luebeck.de/forschung/software/details.html#c224
Licenses: GPL 3+
Build system: gnu
Synopsis: Implementation of the Random Forests machine learning method
Description:

Random Jungle is an implementation of Random Forests. It is supposed to analyse high dimensional data. In genetics, it can be used for analysing big Genome Wide Association (GWA) data. Random Forests is a powerful machine learning method. Most interesting features are variable selection, missing value imputation, classifier creation, generalization error estimation and sample proximities between pairs of cases.

python-spacy 3.8.7
Propagated dependencies: python-catalogue@2.0.7 python-cymem@2.0.6 python-jinja2@3.1.2 python-langcodes@3.5.0 python-murmurhash@1.0.10 python-numpy@2.3.1 python-packaging@25.0 python-preshed@3.0.6 python-pydantic@2.10.4 python-requests@2.32.5 python-spacy-legacy@3.0.12 python-spacy-loggers@1.0.4 python-srsly@2.5.1 python-thinc@8.3.4 python-tqdm@4.67.1 python-typer@0.20.0 python-wasabi@1.1.3 python-weasel@0.4.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://spacy.io
Licenses: Expat
Build system: pyproject
Synopsis: Natural Language Processing (NLP) in Python
Description:

SpaCy is a library for advanced Natural Language Processing in Python and Cython. It comes with pretrained pipelines and currently supports tokenization and training for 70+ languages. It features state-of-the-art speed and neural network models for tagging, parsing, named entity recognition, text classification and more, multi-task learning with pretrained transformers like BERT, as well as a production-ready training system and easy model packaging, deployment and workflow management.

python-tokenizers 0.19.1
Dependencies: oniguruma@6.9.10
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://huggingface.co/docs/tokenizers
Licenses: ASL 2.0
Build system: cargo
Synopsis: Implementation of various popular tokenizers
Description:

This package provides an implementation of today’s most used tokenizers, with a focus on performance and versatility.

python-pyro-api 0.1.2
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/pyro-ppl/pyro-api
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Generic API for dispatch to Pyro backends
Description:

This package provides a generic API for dispatch to Pyro backends.

python-pynndescent 0.5.13
Propagated dependencies: python-importlib-metadata@8.7.0 python-joblib@1.5.2 python-llvmlite@0.44.0 python-numba@0.61.0 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://github.com/lmcinnes/pynndescent
Licenses: FreeBSD
Build system: pyproject
Synopsis: Nearest neighbor descent for approximate nearest neighbors
Description:

PyNNDescent provides a Python implementation of Nearest Neighbor Descent for k-neighbor-graph construction and approximate nearest neighbor search.

python-lightning-cloud 0.5.70
Propagated dependencies: python-boto3@1.40.61 python-click@8.1.8 python-fastapi@0.115.6 python-multipart@0.0.20 python-protobuf@3.20.3 python-pyjwt@2.10.1 python-requests@2.32.5 python-rich@13.7.1 python-six@1.17.0 python-urllib3@2.5.0 python-uvicorn@0.34.0 python-websocket-client@1.8.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://lightning.ai
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Lightning Cloud command line client
Description:

This package provides a command line interface for Lightning AI services.

nerd-dictation-xdotool 0-2.03ce043
Dependencies: bash-minimal@5.2.37 nerd-dictation@0-2.03ce043
Propagated dependencies: pulseaudio@16.1 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.

ghmm 0.9-rc3-0.2341
Dependencies: python2@2.7.18 libxml2@2.14.6
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: http://ghmm.org
Licenses: LGPL 2.0+
Build system: gnu
Synopsis: Hidden Markov Model library
Description:

The General Hidden Markov Model library (GHMM) is a C library with additional Python bindings implementing a wide range of types of Hidden Markov Models (HMM) and algorithms: discrete, continuous emissions, basic training, HMM clustering, HMM mixtures.

gst-kaldi-nnet2-online 0-3.7888ae5
Dependencies: glib@2.83.3 gstreamer@1.26.3 jansson@2.14 openfst@1.8.4 kaldi@0-2.01aadd7
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://kaldi-asr.org/
Licenses: ASL 2.0
Build system: gnu
Synopsis: Gstreamer plugin for decoding speech
Description:

This package provides a GStreamer plugin that wraps Kaldi's SingleUtteranceNnet2Decoder. It requires iVector-adapted DNN acoustic models. The iVectors are adapted to the current audio stream automatically.

libsvm 336
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://www.csie.ntu.edu.tw/~cjlin/libsvm/
Licenses: Modified BSD
Build system: gnu
Synopsis: Library for Support Vector Machines
Description:

LIBSVM is a machine learning library for support vector classification, (C-SVC, nu-SVC), regression (epsilon-SVR, nu-SVR) and distribution estimation (one-class SVM). It supports multi-class classification.

python-opentsne 1.0.2
Dependencies: fftw@3.3.10
Propagated dependencies: python-numpy@1.26.4 python-pynndescent@0.5.13 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://github.com/pavlin-policar/openTSNE
Licenses: Modified BSD
Build system: pyproject
Synopsis: Extensible, parallel implementations of t-SNE
Description:

This is a modular Python implementation of t-Distributed Stochastic Neighbor Embedding (t-SNE), a popular dimensionality-reduction algorithm for visualizing high-dimensional data sets.

lightgbm 2.0.12
Dependencies: openmpi@4.1.6
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://github.com/Microsoft/LightGBM
Licenses: Expat
Build system: cmake
Synopsis: Gradient boosting framework based on decision tree algorithms
Description:

LightGBM is a gradient boosting framework that uses tree based learning algorithms. It is designed to be distributed and efficient with the following advantages:

  • Faster training speed and higher efficiency

  • Lower memory usage

  • Better accuracy

  • Parallel and GPU learning supported (not enabled in this package)

  • Capable of handling large-scale data

python-sacrebleu 2.3.1
Propagated dependencies: python-colorama@0.4.6 python-lxml@6.0.1 python-numpy@1.26.4 python-portalocker@2.7.0 python-regex@2024.11.6 python-tabulate@0.9.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/mjpost/sacrebleu
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Compute shareable, comparable, and reproducible BLEU, chrF, and TER scores
Description:

This is a package for hassle-free computation of shareable, comparable, and reproducible BLEU, chrF, and TER scores for natural language processing.

qnnpack 0-0.7d2a4e9
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.

onnxruntime 1.22.0
Dependencies: abseil-cpp@20250127.1 boost@1.89.0 cpuinfo@0.0-5.b73ae6c dlpack@1.2 c++-gsl@4.2.0 date@3.0.1 eigen-for-onnxruntime@3.4.0-0.1d8b82b flatbuffers@23.5.26 googletest@1.17.0 nlohmann-json@3.12.0 onnx@1.17.0 protobuf@3.21.9 pybind11@2.13.6 re2@2024-07-02 safeint@3.0.28 zlib@1.3.1
Propagated dependencies: python-coloredlogs@10.0 python-flatbuffers@24.12.23 python-protobuf@3.20.3 python-sympy@1.13.3
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/microsoft/onnxruntime
Licenses: Expat
Build system: cmake
Synopsis: Cross-platform, high performance scoring engine for ML models
Description:

ONNX Runtime is a performance-focused complete scoring engine for Open Neural Network Exchange (ONNX) models, with an open extensible architecture to continually address the latest developments in AI and Deep Learning. ONNX Runtime stays up to date with the ONNX standard with complete implementation of all ONNX operators, and supports all ONNX releases (1.2+) with both future and backwards compatibility.

gloo 0.0.0-4.54cbae0
Dependencies: openssl@1.1.1u rdma-core@60.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/facebookincubator/gloo
Licenses: Modified BSD
Build system: cmake
Synopsis: Collective communications library
Description:

Gloo is a collective communications library. It comes with a number of collective algorithms useful for machine learning applications. These include a barrier, broadcast, and allreduce.

python-funsor 0.4.5
Propagated dependencies: python-makefun@1.15.1 python-multipledispatch@1.0.0 python-numpy@1.26.4 python-opt-einsum@3.3.0 python-typing-extensions@4.15.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/pyro-ppl/funsor
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Tensor-like library for functions and distributions
Description:

This package provides a tensor-like library for functions and distributions.

foxi 1.4.1-0.c278588
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/houseroad/foxi
Licenses: Expat
Build system: cmake
Synopsis: ONNXIFI with Facebook Extension
Description:

ONNX Interface for Framework Integration is a cross-platform API for loading and executing ONNX graphs on optimized backends. This package contains facebook extensions and is used by PyTorch.

python-deepxde 1.14.0
Propagated dependencies: python-matplotlib@3.8.2 python-numpy@1.26.4 python-scikit-learn@1.7.0 python-scikit-optimize@0.10.2 python-scipy@1.12.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://deepxde.readthedocs.io/en/latest/
Licenses: LGPL 2.1+
Build system: pyproject
Synopsis: Library for scientific machine learning
Description:

DeepXDE is a library for scientific machine learning and physics-informed learning. It includes implementations for the PINN (physics-informed neural networks), DeepONet (deep operator network) and MFNN (multifidelity neural network) algorithms.

python-vosk 0.3.50
Dependencies: vosk-api@0.3.50
Propagated dependencies: python-cffi@1.17.1 python-requests@2.32.5 python-tqdm@4.67.1 python-srt@3.5.3 python-websockets@13.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://alphacephei.com/vosk/
Licenses: ASL 2.0
Build system: pyproject
Synopsis: Speech recognition toolkit based on @code{kaldi}
Description:

This package provides a speech recognition toolkit based on kaldi. It supports more than 20 languages and dialects - English, Indian English, German, French, Spanish, Portuguese, Chinese, Russian, Turkish, Vietnamese, Italian, Dutch, Catalan, Arabic, Greek, Farsi, Filipino, Ukrainian, Kazakh, Swedish, Japanese, Esperanto, Hindi, Czech, Polish. The program works offline, even on lightweight devices. Portable per-language models are about 50Mb each, and there are much bigger and precise models available.

Vosk API provides a streaming API allowing to use it on-the-fly and bindings for different programming languages. It allows quick reconfiguration of vocabulary for better accuracy, and supports speaker identification beside simple speech recognition.

Page: 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077107810791080108110821083108410851086108710881089109010911092109310941095109610971098109911001101110211031104110511061107110811091110111111121113111411151116111711181119112011211122112311241125112611271128112911301131113211331134113511361137113811391140114111421143114411451146114711481149115011511152115311541155115611571158115911601161116211631164116511661167116811691170117111721173117411751176117711781179118011811182118311841185118611871188118911901191119211931194119511961197119811991200120112021203120412051206120712081209121012111212121312141215121612171218121912201221122212231224122512261227122812291230123112321233123412351236123712381239124012411242124312441245124612471248124912501251125212531254125512561257125812591260126112621263126412651266126712681269127012711272127312741275127612771278127912801281128212831284128512861287128812891290129112921293129412951296
Total results: 31087