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

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.


r-rcppml-devel 0.5.6-2.5449a5b
Propagated dependencies: r-matrix@1.7-3 r-rcpp@1.0.14
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/zdebruine/RcppML
Licenses: GPL 3+
Synopsis: Rcpp machine learning Library
Description:

This package provides fast machine learning algorithms including matrix factorization and divisive clustering for large sparse and dense matrices.

python-lightning-utilities 0.14.3
Propagated dependencies: python-importlib-metadata@8.7.0 python-packaging@25.0 python-typing-extensions@4.15.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/Lightning-AI/utilities
Licenses: ASL 2.0
Synopsis: PyTorch Lightning sample project
Description:

This package provides common Python utilities and GitHub Actions for the Lightning suite of libraries.

python-thinc 8.3.4
Propagated dependencies: python-blis@1.2.1 python-catalogue@2.0.7 python-confection@0.1.5 python-cymem@2.0.6 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-setuptools@80.9.0 python-srsly@2.5.1 python-wasabi@1.1.3
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/explosion/thinc
Licenses: Expat
Synopsis: Functional take on deep learning
Description:

This package provides a functional take on deep learning, compatible with your favorite libraries.

python-torchdiffeq 0.2.5-0.a88aac5
Propagated dependencies: python-numpy@1.26.4 python-scipy@1.12.0 python-pytorch@2.8.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/rtqichen/torchdiffeq
Licenses: Expat
Synopsis: ODE solvers and adjoint sensitivity analysis in PyTorch
Description:

This tool provides ordinary differential equation solvers implemented in PyTorch. Backpropagation through ODE solutions is supported using the adjoint method for constant memory cost.

python-torchvision 0.24.0
Dependencies: ffmpeg@8.0 libpng@1.6.39 libjpeg-turbo@2.1.4
Propagated dependencies: python-numpy@1.26.4 python-typing-extensions@4.15.0 python-requests@2.32.5 python-pillow@11.1.0 python-pytorch@2.8.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://pytorch.org/vision/stable/index.html
Licenses: Modified BSD
Synopsis: Datasets, transforms and models specific to computer vision
Description:

The torchvision package consists of popular datasets, model architectures, and common image transformations for computer vision.

python-pyro-ppl 1.9.1
Propagated dependencies: python-numpy@1.26.4 python-opt-einsum@3.3.0 python-pyro-api@0.1.2 python-pytorch@2.8.0 python-tqdm@4.67.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://pyro.ai
Licenses: ASL 2.0
Synopsis: Python library for probabilistic modeling and inference
Description:

This package provides a Python library for probabilistic modeling and inference.

python-deepxde 1.13.2
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+
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.

kaldi 0-2.01aadd7
Dependencies: alsa-lib@1.2.11 gfortran@14.3.0 glib@2.83.3 gstreamer@1.26.3 jack@0.125.0 openblas@0.3.30 openfst@1.8.4 portaudio@190600.20161030 python@3.11.11
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://kaldi-asr.org/
Licenses: ASL 2.0
Synopsis: Speech recognition toolkit
Description:

Kaldi is an extensible toolkit for speech recognition written in C++.

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
Synopsis: Legacy registered functions for spaCy backwards compatibility
Description:

This package contains legacy registered functions for spaCy backwards compatibility.

dlpack 1.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://dmlc.github.io/dlpack/latest/
Licenses: ASL 2.0
Synopsis: In memory tensor structure
Description:

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

python-sentence-transformers 5.1.0
Propagated dependencies: python-huggingface-hub@0.31.4 python-numpy@1.26.4 python-pillow@11.1.0 python-pytorch@2.8.0 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
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.

python-pynndescent 0.5.13
Propagated dependencies: python-importlib-metadata@8.7.0 python-joblib@1.5.1 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
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-safetensors 0.4.3
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://huggingface.co/docs/safetensors
Licenses: ASL 2.0
Synopsis: Simple and safe way to store and distribute tensors
Description:

This package provides a fast (zero-copy) and safe (dedicated) format for storing tensors safely.

python-lap 0.5.12
Propagated dependencies: python-numpy@1.26.4
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/gatagat/lap
Licenses: FreeBSD
Synopsis: Linear Assignment Problem solver (LAPJV/LAPMOD)
Description:

Lap is a linear assignment problem solver using Jonker-Volgenant algorithm for dense (LAPJV) or sparse (LAPMOD) matrices.

mcl 14.137
Dependencies: perl@5.36.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://micans.org/mcl/
Licenses: GPL 3
Synopsis: Clustering algorithm for graphs
Description:

The MCL algorithm is short for the Markov Cluster Algorithm, a fast and scalable unsupervised cluster algorithm for graphs (also known as networks) based on simulation of (stochastic) flow in graphs.

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+
Synopsis: Multiplicatively convolutional fast integral transforms
Description:

This package provides multiplicatively convolutional fast integral transforms.

python-fasttext 0.9.2
Dependencies: fasttext@0.9.2
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/facebookresearch/fastText
Licenses: Expat
Synopsis: Library for fast text representation and classification
Description:

fastText is a library for efficient learning of word representations and sentence classification.

gemmlowp 0.1-2.16e8662
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/google/gemmlowp
Licenses: ASL 2.0
Synopsis: Small self-contained low-precision GEMM library
Description:

This is a small self-contained low-precision general matrix multiplication (GEMM) library. It is not a full linear algebra library. Low-precision means that the input and output matrix entries are integers on at most 8 bits. To avoid overflow, results are internally accumulated on more than 8 bits, and at the end only some significant 8 bits are kept.

nerd-dictation-sox-ydotool 0-2.03ce043
Dependencies: bash-minimal@5.2.37 nerd-dictation@0-2.03ce043
Propagated dependencies: sox@14.4.2 ydotool@1.0.4
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/ideasman42/nerd-dictation
Licenses: GPL 2+
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.

gloo 0.0.0-3.c7b7b02
Dependencies: openssl@1.1.1u rdma-core@59.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/facebookincubator/gloo
Licenses: Modified BSD
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.

xnnpack 0.0-4.51a0103
Dependencies: clog@0.0-5.b73ae6c cpuinfo@0.0-5.b73ae6c pthreadpool@0.1-3.560c60d googletest@1.12.1 googlebenchmark@1.9.1 fxdiv@0.0-1.63058ef fp16@0.0-1.0a92994 psimd@0.0-1.072586a
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/google/XNNPACK
Licenses: Modified BSD
Synopsis: Optimized floating-point neural network inference operators
Description:

XNNPACK is a highly optimized library of floating-point neural network inference operators for ARM, WebAssembly, and x86 platforms. XNNPACK is not intended for direct use by deep learning practitioners and researchers; instead it provides low-level performance primitives for accelerating high-level machine learning frameworks, such as TensorFlow Lite, TensorFlow.js, PyTorch, and MediaPipe.

vowpal-wabbit 8.5.0
Dependencies: boost@1.83.0 zlib@1.3.1
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/JohnLangford/vowpal_wabbit
Licenses: Modified BSD
Synopsis: Fast machine learning library for online learning
Description:

Vowpal Wabbit is a machine learning system with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

python-visdom 0.2.4
Propagated dependencies: python-jsonpatch@1.33 python-networkx@3.4.2 python-numpy@1.26.4 python-pillow@11.1.0 python-requests@2.32.5 python-scipy@1.12.0 python-six@1.17.0 python-tornado@5.1.1 python-websocket-client@1.8.0
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/fossasia/visdom
Licenses: ASL 2.0
Synopsis: Visualizations of live, rich data for Torch and Numpy
Description:

This package provides a tool for visualizing live, rich data for Torch and Numpy.

python-cmaes 0.11.1
Propagated dependencies: python-numpy@1.26.4
Channel: guix
Location: gnu/packages/machine-learning.scm (gnu packages machine-learning)
Home page: https://github.com/CyberAgentAILab/cmaes
Licenses: Expat
Synopsis: CMA-ES implementation for Python
Description:

This package provides provides an implementation of the Covariance Matrix Adaptation Evolution Strategy (CMA-ES) for Python.

Page: 12345678910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989910010110210310410510610710810911011111211311411511611711811912012112212312412512612712812913013113213313413513613713813914014114214314414514614714814915015115215315415515615715815916016116216316416516616716816917017117217317417517617717817918018118218318418518618718818919019119219319419519619719819920020120220320420520620720820921021121221321421521621721821922022122222322422522622722822923023123223323423523623723823924024124224324424524624724824925025125225325425525625725825926026126226326426526626726826927027127227327427527627727827928028128228328428528628728828929029129229329429529629729829930030130230330430530630730830931031131231331431531631731831932032132232332432532632732832933033133233333433533633733833934034134234334434534634734834935035135235335435535635735835936036136236336436536636736836937037137237337437537637737837938038138238338438538638738838939039139239339439539639739839940040140240340440540640740840941041141241341441541641741841942042142242342442542642742842943043143243343443543643743843944044144244344444544644744844945045145245345445545645745845946046146246346446546646746846947047147247347447547647747847948048148248348448548648748848949049149249349449549649749849950050150250350450550650750850951051151251351451551651751851952052152252352452552652752852953053153253353453553653753853954054154254354454554654754854955055155255355455555655755855956056156256356456556656756856957057157257357457557657757857958058158258358458558658758858959059159259359459559659759859960060160260360460560660760860961061161261361461561661761861962062162262362462562662762862963063163263363463563663763863964064164264364464564664764864965065165265365465565665765865966066166266366466566666766866967067167267367467567667767867968068168268368468568668768868969069169269369469569669769869970070170270370470570670770870971071171271371471571671771871972072172272372472572672772872973073173273373473573673773873974074174274374474574674774874975075175275375475575675775875976076176276376476576676776876977077177277377477577677777877978078178278378478578678778878979079179279379479579679779879980080180280380480580680780880981081181281381481581681781881982082182282382482582682782882983083183283383483583683783883984084184284384484584684784884985085185285385485585685785885986086186286386486586686786886987087187287387487587687787887988088188288388488588688788888989089189289389489589689789889990090190290390490590690790890991091191291391491591691791891992092192292392492592692792892993093193293393493593693793893994094194294394494594694794894995095195295395495595695795895996096196296396496596696796896997097197297397497597697797897998098198298398498598698798898999099199299399499599699799899910001001100210031004100510061007100810091010101110121013101410151016101710181019102010211022102310241025102610271028102910301031103210331034103510361037103810391040104110421043104410451046104710481049105010511052105310541055105610571058105910601061106210631064106510661067106810691070107110721073107410751076107710781079108010811082108310841085108610871088108910901091109210931094109510961097109810991100110111021103110411051106110711081109111011111112111311141115111611171118111911201121112211231124112511261127112811291130113111321133113411351136113711381139114011411142114311441145114611471148114911501151115211531154115511561157115811591160116111621163116411651166116711681169117011711172117311741175117611771178117911801181118211831184118511861187118811891190119111921193119411951196119711981199120012011202120312041205120612071208120912101211121212131214121512161217121812191220122112221223122412251226122712281229123012311232123312341235123612371238123912401241124212431244124512461247124812491250125112521253125412551256125712581259126012611262126312641265126612671268126912701271127212731274127512761277127812791280128112821283128412851286128712881289129012911292129312941295129612971298129913001301130213031304130513061307130813091310131113121313131413151316131713181319132013211322132313241325132613271328132913301331133213331334133513361337133813391340134113421343134413451346134713481349135013511352135313541355135613571358135913601361136213631364136513661367136813691370137113721373137413751376137713781379138013811382138313841385138613871388138913901391139213931394139513961397139813991400140114021403140414051406140714081409141014111412141314141415141614171418141914201421142214231424142514261427142814291430143114321433143414351436143714381439144014411442144314441445144614471448144914501451145214531454145514561457145814591460146114621463146414651466146714681469147014711472147314741475147614771478147914801481148214831484148514861487148814891490149114921493149414951496149714981499150015011502150315041505150615071508150915101511151215131514151515161517151815191520152115221523152415251526152715281529153015311532153315341535153615371538153915401541154215431544154515461547154815491550155115521553155415551556155715581559156015611562156315641565156615671568156915701571157215731574157515761577157815791580158115821583158415851586158715881589159015911592159315941595159615971598159916001601160216031604160516061607160816091610161116121613161416151616161716181619162016211622162316241625162616271628162916301631163216331634163516361637163816391640164116421643164416451646164716481649165016511652165316541655165616571658165916601661166216631664166516661667166816691670167116721673167416751676167716781679168016811682168316841685168616871688168916901691169216931694169516961697169816991700170117021703170417051706170717081709171017111712171317141715171617171718171917201721172217231724172517261727172817291730173117321733173417351736173717381739174017411742174317441745174617471748174917501751175217531754175517561757175817591760176117621763176417651766176717681769177017711772177317741775177617771778177917801781178217831784178517861787178817891790179117921793179417951796179717981799180018011802180318041805180618071808180918101811181218131814181518161817181818191820182118221823182418251826182718281829183018311832183318341835183618371838183918401841184218431844184518461847184818491850185118521853185418551856185718581859186018611862186318641865186618671868186918701871187218731874187518761877187818791880
Total results: 45109