diff --git a/includes/data/software.yml b/includes/data/software.yml index 6b55959de..97a13a38d 100644 --- a/includes/data/software.yml +++ b/includes/data/software.yml @@ -2355,62 +2355,15 @@ software_modules: R. It includes a console, syntax-highlighting editor that supports direct code execution, as well as tools for plotting, history, debugging and workspace management.', markedDefault: true, versionName: 1.3.1093} - - categories: math, numerical analysis - defaultVersionName: R2022b - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - package: matlab - url: https://www.mathworks.com/products/matlab.html + - categories: math, computational geometry + defaultVersionName: 7.6.2 + description: Open CASCADE Technology (OCCT) is an open-source full-scale 3D + geometry library + package: opencascade + url: https://dev.opencascade.org/ versions: - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: false - properties: - license: {restricted: 1} - versionName: R2017a - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: false - properties: - license: {restricted: 1} - versionName: R2017b - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: false - properties: - license: {restricted: 1} - versionName: R2018a - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: false - properties: - license: {restricted: 1} - versionName: R2019a - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: false - properties: - license: {restricted: 1} - versionName: R2020a - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: false - properties: - license: {restricted: 1} - versionName: R2023b - - description: MATLAB is a multi-paradigm numerical computing environment and - proprietary programming language developed by MathWorks. - help: https://www.sherlock.stanford.edu/docs/software/using/matlab - markedDefault: true - properties: - license: {restricted: 1} - versionName: R2022b + - {description: Open CASCADE Technology (OCCT) is an open-source full-scale + 3D geometry library, markedDefault: false, versionName: 7.6.2} - categories: math, optimization defaultVersionName: 3.3.0 description: Octeract Engine is a proprietary massively parallel deterministic @@ -2568,17 +2521,43 @@ software_modules: - {description: Hugging Face Transformers provides APIs and tools to easily download and train state-of-the-art pretrained models., markedDefault: false, versionName: 4.39.1_py312} + - categories: math, optimization + defaultVersionName: 2.10.0_py39 + description: Optuna is an automatic hyperparameter optimization software framework, + particularly designed for machine learning. + package: py-optuna + url: https://optuna.readthedocs.io/ + versions: + - {description: 'Optuna is an automatic hyperparameter optimization software + framework, particularly designed for machine learning.', markedDefault: false, + versionName: 2.10.0_py39} - categories: math, numerical library - defaultVersionName: 1.6.0 - description: TetGen provides various features to generate good quality and adaptive - tetrahedral meshes suitable for numerical methods, such as finite element - or finite volume methods. - package: tetgen - url: http://wias-berlin.de/software/index.jsp?id=TetGen + defaultVersionName: 1.0.248 + description: Extra precise basic linear algebra subroutines. + package: xblas + url: http://www.netlib.org/xblas versions: - - {description: 'TetGen provides various features to generate good quality and - adaptive tetrahedral meshes suitable for numerical methods, such as finite - element or finite volume methods.', markedDefault: false, versionName: 1.6.0} + - {description: Extra precise basic linear algebra subroutines., markedDefault: false, + versionName: 1.0.248} + - categories: math, machine learning + defaultVersionName: 0.19.1_py27 + description: Scikit-learn is a free software machine learning library for the + Python programming language. + package: py-scikit-learn + url: http://scikit-learn.org + versions: + - {description: Scikit-learn is a free software machine learning library for + the Python programming language., markedDefault: false, versionName: 0.19.1_py36} + - {description: Scikit-learn is a free software machine learning library for + the Python programming language., markedDefault: false, versionName: 0.24.2_py36} + - {description: Scikit-learn is a free software machine learning library for + the Python programming language., markedDefault: false, versionName: 1.0.2_py39} + - {description: Scikit-learn is a free software machine learning library for + the Python programming language., markedDefault: false, versionName: 1.3.2_py39} + - {description: Scikit-learn is a free software machine learning library for + the Python programming language., markedDefault: false, versionName: 1.5.1_py312} + - {description: Scikit-learn is a free software machine learning library for + the Python programming language., markedDefault: true, versionName: 0.19.1_py27} - categories: math, statistics defaultVersionName: 4.3.1 description: Just another Gibbs sampler (JAGS) is a program for simulation from @@ -2592,26 +2571,67 @@ software_modules: - {description: Just another Gibbs sampler (JAGS) is a program for simulation from Bayesian hierarchical models using Markov chain Monte Carlo (MCMC)., markedDefault: false, versionName: 4.3.1} + - categories: math, deep learning + defaultVersionName: 2.6.3_py312 + description: Fast and memory-efficient exact attention + package: py-flash-attention + url: https://github.com/Dao-AILab/flash-attention + versions: + - description: Fast and memory-efficient exact attention + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 2.6.3_py312 - categories: math, numerical library - defaultVersionName: 1.0.248 - description: Extra precise basic linear algebra subroutines. - package: xblas - url: http://www.netlib.org/xblas + defaultVersionName: 1.14.3_py27 + description: NumPy is the fundamental package for scientific computing with + Python. + package: py-numpy + url: http://www.numpy.org versions: - - {description: Extra precise basic linear algebra subroutines., markedDefault: false, - versionName: 1.0.248} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.14.3_py36} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.17.2_py36} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.18.1_py36} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.19.2_py36} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.20.3_py39} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.24.2_py39} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: false, versionName: 1.26.3_py312} + - {description: NumPy is the fundamental package for scientific computing with + Python., markedDefault: true, versionName: 1.14.3_py27} - categories: math, deep learning - defaultVersionName: 1.8_py27 - description: TensorboardX is TensorBoard™ for PyTorch (and Chainer, MXNet, NumPy...) - package: py-tensorboardx - url: https://tensorboardx.readthedocs.io + defaultVersionName: 10.0.1_py312 + description: Python bindings for the TensorRT library. + package: py-tensorrt + url: https://developer.nvidia.com/tensorrt versions: - - description: TensorboardX is TensorBoard™ for PyTorch (and Chainer, MXNet, - NumPy...) + - description: Python bindings for the TensorRT library. markedDefault: false properties: arch: {gpu: 1} - versionName: 1.8_py27 + versionName: 8.5.1.7_py39 + - description: Python bindings for the TensorRT library. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 10.0.1_py312 + - categories: math, numerical library + defaultVersionName: 1.4.1 + description: 'harminv is a program designed to solve the problem of harmonic + inversion: given a time series consisting of a sum of sinusoids (modes), extract + their frequencies and amplitudes.' + package: harminv + url: https://github.com/stevengj/harminv + versions: + - {description: 'harminv is a program designed to solve the problem of harmonic + inversion: given a time series consisting of a sum of sinusoids (modes), + extract their frequencies and amplitudes.', markedDefault: false, versionName: 1.4.1} - categories: math, deep learning defaultVersionName: 0.12.1_py27 description: Horovod is a distributed training framework for TensorFlow. The @@ -2633,26 +2653,6 @@ software_modules: arch: {gpu: 1} parallel: {mpi: 1} versionName: 0.12.1_py27 - - categories: math, numerical library - defaultVersionName: 1.4.1 - description: 'harminv is a program designed to solve the problem of harmonic - inversion: given a time series consisting of a sum of sinusoids (modes), extract - their frequencies and amplitudes.' - package: harminv - url: https://github.com/stevengj/harminv - versions: - - {description: 'harminv is a program designed to solve the problem of harmonic - inversion: given a time series consisting of a sum of sinusoids (modes), - extract their frequencies and amplitudes.', markedDefault: false, versionName: 1.4.1} - - categories: math, deep learning - defaultVersionName: 0.21.0_py39 - description: Gym is a toolkit for developing and comparing reinforcement learning - algorithms. - package: py-gym - url: https://gym.openai.com/ - versions: - - {description: Gym is a toolkit for developing and comparing reinforcement - learning algorithms., markedDefault: false, versionName: 0.21.0_py39} - categories: math, numerical library defaultVersionName: 5.1.0 description: METIS is a set of serial programs for partitioning graphs, partitioning @@ -2730,22 +2730,17 @@ software_modules: properties: arch: {gpu: 1} versionName: 2.1.0_py36 - - categories: math, deep learning - defaultVersionName: 10.0.1_py312 - description: Python bindings for the TensorRT library. - package: py-tensorrt - url: https://developer.nvidia.com/tensorrt + - categories: math, linear algebra + defaultVersionName: 8.200.1 + description: Armadillo is a high quality linear algebra library (matrix maths) + for the C++ language, aiming towards a good balance between speed and ease + of use. + package: armadillo + url: http://arma.sourceforge.net/ versions: - - description: Python bindings for the TensorRT library. - markedDefault: false - properties: - arch: {gpu: 1} - versionName: 8.5.1.7_py39 - - description: Python bindings for the TensorRT library. - markedDefault: false - properties: - arch: {gpu: 1} - versionName: 10.0.1_py312 + - {description: 'Armadillo is a high quality linear algebra library (matrix + maths) for the C++ language, aiming towards a good balance between speed + and ease of use.', markedDefault: false, versionName: 8.200.1} - categories: math, machine learning defaultVersionName: 0.29.3_py312 description: Huggingface Accelerate is a library that enables the same PyTorch @@ -2769,32 +2764,18 @@ software_modules: - {description: LIBXSMM is a library for small dense and small sparse matrix-matrix multiplications as well as for deep learning primitives such as small convolutions, markedDefault: false, versionName: '1.17'} - - categories: math, linear algebra - defaultVersionName: 8.200.1 - description: Armadillo is a high quality linear algebra library (matrix maths) - for the C++ language, aiming towards a good balance between speed and ease - of use. - package: armadillo - url: http://arma.sourceforge.net/ - versions: - - {description: 'Armadillo is a high quality linear algebra library (matrix - maths) for the C++ language, aiming towards a good balance between speed - and ease of use.', markedDefault: false, versionName: 8.200.1} - - categories: math, numerical library - defaultVersionName: 3.18.2_py39 - description: Python bindings for SLEPc. - package: py-slepc4py - url: https://slepc.upv.es/ - versions: - - {description: Python bindings for SLEPc., markedDefault: false, versionName: 3.18.2_py39} - - categories: math, numerical library - defaultVersionName: 3.1.2_py39 - description: Efficient matrix representations for working with tabular data. - package: py-tabmat - url: https://github.com/Quantco/tabmat + - categories: math, deep learning + defaultVersionName: 1.8_py27 + description: TensorboardX is TensorBoard™ for PyTorch (and Chainer, MXNet, NumPy...) + package: py-tensorboardx + url: https://tensorboardx.readthedocs.io versions: - - {description: Efficient matrix representations for working with tabular data., - markedDefault: false, versionName: 3.1.2_py39} + - description: TensorboardX is TensorBoard™ for PyTorch (and Chainer, MXNet, + NumPy...) + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 1.8_py27 - categories: math, deep learning defaultVersionName: '20180202' description: Torch is a scientific computing framework with wide support for @@ -2808,23 +2789,14 @@ software_modules: properties: arch: {gpu: 1} versionName: '20180202' - - categories: math, optimization - defaultVersionName: 2.6.2 - description: NLopt is a free/open-source library for nonlinear optimization. - package: nlopt - url: https://nlopt.readthedocs.io/ - versions: - - {description: NLopt is a free/open-source library for nonlinear optimization., - markedDefault: false, versionName: 2.6.2} - categories: math, numerical library - defaultVersionName: 3.18.5_py39 - description: Python bindings for PETSc, the Portable, Extensible Toolkit for - Scientific Computation. - package: py-petsc4py - url: http://petsc.org + defaultVersionName: 3.1.2_py39 + description: Efficient matrix representations for working with tabular data. + package: py-tabmat + url: https://github.com/Quantco/tabmat versions: - - {description: 'Python bindings for PETSc, the Portable, Extensible Toolkit - for Scientific Computation.', markedDefault: false, versionName: 3.18.5_py39} + - {description: Efficient matrix representations for working with tabular data., + markedDefault: false, versionName: 3.1.2_py39} - categories: math, computational geometry defaultVersionName: '4.10' description: polymake is open source software for research in polyhedral geometry. @@ -2833,15 +2805,23 @@ software_modules: versions: - {description: polymake is open source software for research in polyhedral geometry., markedDefault: false, versionName: '4.10'} - - categories: math, numerical library - defaultVersionName: 2017.1_py27 - description: PyUblas provides a seamless glue layer between Numpy and Boost.Ublas - for use with Boost.Python. - package: py-pyublas - url: https://mathema.tician.de/software/pyublas/ + - categories: math, optimization + defaultVersionName: 2.6.2 + description: NLopt is a free/open-source library for nonlinear optimization. + package: nlopt + url: https://nlopt.readthedocs.io/ versions: - - {description: PyUblas provides a seamless glue layer between Numpy and Boost.Ublas - for use with Boost.Python., markedDefault: false, versionName: 2017.1_py27} + - {description: NLopt is a free/open-source library for nonlinear optimization., + markedDefault: false, versionName: 2.6.2} + - categories: math, deep learning + defaultVersionName: 0.21.0_py39 + description: Gym is a toolkit for developing and comparing reinforcement learning + algorithms. + package: py-gym + url: https://gym.openai.com/ + versions: + - {description: Gym is a toolkit for developing and comparing reinforcement + learning algorithms., markedDefault: false, versionName: 0.21.0_py39} - categories: math, symbolic defaultVersionName: 5.47.0 description: Maxima is a system for the manipulation of symbolic and numerical @@ -2852,14 +2832,44 @@ software_modules: - {description: Maxima is a system for the manipulation of symbolic and numerical expressions., markedDefault: false, versionName: 5.47.0} - categories: math, numerical library - defaultVersionName: 2.0.8_py36 - description: gmpy2 is a C-coded Python extension module that supports multiple-precision - arithmetic. - package: py-gmpy2 - url: https://gmpy2.readthedocs.io/ + defaultVersionName: 4.0.3 + description: ParMETIS is an MPI-based parallel library that implements a variety + of algorithms for partitioning unstructured graphs, meshes, and for computing + fill-reducing orderings of sparse matrices. + package: parmetis + url: http://glaros.dtc.umn.edu/gkhome/metis/parmetis/overview versions: - - {description: gmpy2 is a C-coded Python extension module that supports multiple-precision - arithmetic., markedDefault: false, versionName: 2.0.8_py36} + - description: ParMETIS is an MPI-based parallel library that implements a variety + of algorithms for partitioning unstructured graphs, meshes, and for computing + fill-reducing orderings of sparse matrices. + markedDefault: false + properties: + parallel: {mpi: 1} + versionName: 4.0.3 + - categories: math, linear algebra + defaultVersionName: 0.2.0.1 + description: NVIDIA cuSPARSELt is a high-performance CUDA library for sparse + matrix-matrix multiplication. + package: cusparselt + url: https://docs.nvidia.com/cuda/cusparselt/index.html + versions: + - description: NVIDIA cuSPARSELt is a high-performance CUDA library for sparse + matrix-matrix multiplication. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 0.2.0.1 + - categories: math, technical computing + defaultVersionName: 13.1.0 + description: A symbolic language and platform for modern technical computing. + package: mathematica + url: http://www.wolfram.com/mathematica + versions: + - description: A symbolic language and platform for modern technical computing. + markedDefault: false + properties: + license: {restricted: 1} + versionName: 13.1.0 - categories: math, numerical library defaultVersionName: 4.1.0 description: The MPFR library is a C library for multiple-precision floating-point @@ -2879,28 +2889,6 @@ software_modules: versions: - {description: 'glum is a fast, modern, Python-first GLM estimation library.', markedDefault: false, versionName: 2.1.2_py39} - - categories: math, linear algebra - defaultVersionName: 0.2.0.1 - description: NVIDIA cuSPARSELt is a high-performance CUDA library for sparse - matrix-matrix multiplication. - package: cusparselt - url: https://docs.nvidia.com/cuda/cusparselt/index.html - versions: - - description: NVIDIA cuSPARSELt is a high-performance CUDA library for sparse - matrix-matrix multiplication. - markedDefault: false - properties: - arch: {gpu: 1} - versionName: 0.2.0.1 - - categories: math, graph computing - defaultVersionName: '0.73' - description: A tool for computing automorphism groups and canonical forms of - graphs. - package: bliss - url: http://www.tcs.hut.fi/Software/bliss/ - versions: - - {description: A tool for computing automorphism groups and canonical forms - of graphs., markedDefault: false, versionName: '0.73'} - categories: math, numerical library defaultVersionName: 3.1.0 description: libflame is a portable library for dense matrix computations, providing @@ -2917,15 +2905,45 @@ software_modules: - {description: 'libflame is a portable library for dense matrix computations, providing much of the functionality present in LAPACK', markedDefault: false, versionName: 3.1.0} - - categories: math, computational geometry - defaultVersionName: 7.6.2 - description: Open CASCADE Technology (OCCT) is an open-source full-scale 3D - geometry library - package: opencascade - url: https://dev.opencascade.org/ + - categories: math, statistics + defaultVersionName: 2.9.2_py36 + description: rpy2 is an interface to R running embedded in a Python process. + package: py-rpy2 + url: https://rpy2.github.io versions: - - {description: Open CASCADE Technology (OCCT) is an open-source full-scale - 3D geometry library, markedDefault: false, versionName: 7.6.2} + - {description: rpy2 is an interface to R running embedded in a Python process., + markedDefault: false, versionName: 2.8.6_py27} + - {description: rpy2 is an interface to R running embedded in a Python process., + markedDefault: false, versionName: 2.9.2_py36} + - categories: math, numerical library + defaultVersionName: 0.3.10 + description: OpenBLAS is an optimized BLAS library + package: openblas + url: http://www.openblas.net/ + versions: + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, + versionName: 0.2.19} + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, + versionName: 0.3.4} + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, + versionName: 0.3.9} + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, + versionName: 0.3.20} + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, + versionName: 0.3.26} + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, + versionName: 0.3.28} + - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: true, + versionName: 0.3.10} + - categories: math, numerical analysis + defaultVersionName: 4.2.1 + description: GNU Octave is a high-level language primarily intended for numerical + computations. + package: octave + url: https://www.gnu.org/software/octave/ + versions: + - {description: GNU Octave is a high-level language primarily intended for numerical + computations., markedDefault: false, versionName: 4.2.1} - categories: math, statistics defaultVersionName: '1.3' description: GNU datamash is a command-line program which performs basic numeric, @@ -2997,37 +3015,24 @@ software_modules: - {description: The SciPy library provides many user-friendly and efficient numerical routines such as routines for numerical integration and optimization., family: scipy, markedDefault: true, versionName: 1.1.0_py27} - - categories: math, technical computing - defaultVersionName: 13.1.0 - description: A symbolic language and platform for modern technical computing. - package: mathematica - url: http://www.wolfram.com/mathematica - versions: - - description: A symbolic language and platform for modern technical computing. - markedDefault: false - properties: - license: {restricted: 1} - versionName: 13.1.0 - categories: math, numerical library - defaultVersionName: 0.3.10 - description: OpenBLAS is an optimized BLAS library - package: openblas - url: http://www.openblas.net/ + defaultVersionName: 2017.1_py27 + description: PyUblas provides a seamless glue layer between Numpy and Boost.Ublas + for use with Boost.Python. + package: py-pyublas + url: https://mathema.tician.de/software/pyublas/ versions: - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, - versionName: 0.2.19} - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, - versionName: 0.3.4} - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, - versionName: 0.3.9} - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, - versionName: 0.3.20} - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, - versionName: 0.3.26} - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: false, - versionName: 0.3.28} - - {description: OpenBLAS is an optimized BLAS library, family: blas, markedDefault: true, - versionName: 0.3.10} + - {description: PyUblas provides a seamless glue layer between Numpy and Boost.Ublas + for use with Boost.Python., markedDefault: false, versionName: 2017.1_py27} + - categories: math, machine learning + defaultVersionName: 0.4.3_py312 + description: Hugging Face Evaluate is a library for easily evaluating machine + learning models and datasets. + package: py-evaluate + url: https://huggingface.co/docs/evaluate + versions: + - {description: Hugging Face Evaluate is a library for easily evaluating machine + learning models and datasets., markedDefault: false, versionName: 0.4.3_py312} - categories: math, numerical library defaultVersionName: 5.1.2 description: A parallel sparse direct solver. @@ -3055,70 +3060,46 @@ software_modules: C and C++ programmers. The library provides a wide range of mathematical routines such as random number generators, special functions and least-squares fitting.', markedDefault: false, versionName: '2.7'} - - categories: math, machine learning - defaultVersionName: 2.18.0_py312 - description: Hugging Face Datasets is a library for easily accessing and sharing - datasets for Audio, Computer Vision, and Natural Language Processing (NLP) - tasks. - package: py-datasets - url: https://huggingface.co/docs/datasets - versions: - - {description: 'Hugging Face Datasets is a library for easily accessing and - sharing datasets for Audio, Computer Vision, and Natural Language Processing - (NLP) tasks.', markedDefault: false, versionName: 2.18.0_py312} - - categories: math, deep learning - defaultVersionName: 2.1.5_py27 - description: Keras is a high-level neural networks API, written in Python and - capable of running on top of TensorFlow, CNTK, or Theano. - package: py-keras - url: http://keras.io + - categories: math, numerical library + defaultVersionName: 3.9.0 + description: Collection of Fortran77 subroutines designed to solve large scale + eigenvalue problems. + package: arpack + url: https://github.com/opencollab/arpack-ng versions: - - description: Keras is a high-level neural networks API, written in Python - and capable of running on top of TensorFlow, CNTK, or Theano. - markedDefault: false - properties: - arch: {gpu: 1} - versionName: 2.0.8_py27 - - description: Keras is a high-level neural networks API, written in Python - and capable of running on top of TensorFlow, CNTK, or Theano. - markedDefault: false - properties: - arch: {gpu: 1} - versionName: 2.1.5_py36 - - description: Keras is a high-level neural networks API, written in Python - and capable of running on top of TensorFlow, CNTK, or Theano. - markedDefault: false - properties: - arch: {gpu: 1} - versionName: 2.2.4_py27 - - description: Keras is a high-level neural networks API, written in Python - and capable of running on top of TensorFlow, CNTK, or Theano. + - {description: Collection of Fortran77 subroutines designed to solve large + scale eigenvalue problems., markedDefault: false, versionName: 3.5.0} + - description: Collection of Fortran77 subroutines designed to solve large scale + eigenvalue problems. markedDefault: false properties: - arch: {gpu: 1} - versionName: 2.2.4_py36 - - description: Keras is a high-level neural networks API, written in Python - and capable of running on top of TensorFlow, CNTK, or Theano. + parallel: {mpi: 1} + versionName: 3.7.0 + - description: Collection of Fortran77 subroutines designed to solve large scale + eigenvalue problems. markedDefault: false properties: - arch: {gpu: 1} - versionName: 2.3.1_py36 - - description: Keras is a high-level neural networks API, written in Python - and capable of running on top of TensorFlow, CNTK, or Theano. - markedDefault: true - properties: - arch: {gpu: 1} - versionName: 2.1.5_py27 - - categories: math, statistics - defaultVersionName: 2.9.2_py36 - description: rpy2 is an interface to R running embedded in a Python process. - package: py-rpy2 - url: https://rpy2.github.io + parallel: {mpi: 1} + versionName: 3.9.0 + - categories: math, optimization + defaultVersionName: 10.3.0 + description: Artelys Knitro is an optimization solver for difficult large-scale + nonlinear problems. + package: knitro + url: https://www.artelys.com/en/optimization-tools/knitro versions: - - {description: rpy2 is an interface to R running embedded in a Python process., - markedDefault: false, versionName: 2.8.6_py27} - - {description: rpy2 is an interface to R running embedded in a Python process., - markedDefault: false, versionName: 2.9.2_py36} + - {description: Artelys Knitro is an optimization solver for difficult large-scale + nonlinear problems., markedDefault: false, versionName: 12.4.0} + - {description: Artelys Knitro is an optimization solver for difficult large-scale + nonlinear problems., markedDefault: true, versionName: 10.3.0} + - categories: math, machine learning + defaultVersionName: 0.4.2_py312 + description: Simple, safe way to store and distribute tensors. + package: py-safetensors + url: https://huggingface.co/docs/safetensors + versions: + - {description: 'Simple, safe way to store and distribute tensors.', markedDefault: false, + versionName: 0.4.2_py312} - categories: math, deep learning defaultVersionName: 1.5.0.3 description: GPU-accelerated tensor linear algebra library. @@ -3149,15 +3130,15 @@ software_modules: properties: arch: {gpu: 1} versionName: 1.0.1_py27 - - categories: math, numerical analysis - defaultVersionName: 4.2.1 - description: GNU Octave is a high-level language primarily intended for numerical - computations. - package: octave - url: https://www.gnu.org/software/octave/ + - categories: math, numerical library + defaultVersionName: 3.1.3 + description: FlexiBLAS is a BLAS and LAPACK wrapper library with runtime exchangeable + backends. + package: flexiblas + url: https://github.com/mpimd-csc/flexiblas versions: - - {description: GNU Octave is a high-level language primarily intended for numerical - computations., markedDefault: false, versionName: 4.2.1} + - {description: FlexiBLAS is a BLAS and LAPACK wrapper library with runtime + exchangeable backends., family: blas, markedDefault: false, versionName: 3.1.3} - categories: math, computational geometry defaultVersionName: '4.11' description: A mesh and field I/O library and scientific database. @@ -3175,14 +3156,22 @@ software_modules: versions: - {description: The MPI-IS Mesh Processing Library contains core functions for manipulating meshes and visualizing them., markedDefault: false, versionName: 0.4_py39} - - categories: math, machine learning - defaultVersionName: 0.4.2_py312 - description: Simple, safe way to store and distribute tensors. - package: py-safetensors - url: https://huggingface.co/docs/safetensors + - categories: math, numerical library + defaultVersionName: 3.1.0 + description: BLIS is a portable software framework for instantiating high-performance + BLAS-like dense linear algebra libraries. + package: blis + url: https://github.com/amd/blis versions: - - {description: 'Simple, safe way to store and distribute tensors.', markedDefault: false, - versionName: 0.4.2_py312} + - {description: BLIS is a portable software framework for instantiating high-performance + BLAS-like dense linear algebra libraries., family: blas, markedDefault: false, + versionName: '2.1'} + - {description: BLIS is a portable software framework for instantiating high-performance + BLAS-like dense linear algebra libraries., family: blas, markedDefault: false, + versionName: 2.2.4} + - {description: BLIS is a portable software framework for instantiating high-performance + BLAS-like dense linear algebra libraries., family: blas, markedDefault: false, + versionName: 3.1.0} - categories: math, topic modelling defaultVersionName: 4.2.0_py39 description: Gensim is a Python library for topic modelling, document indexing @@ -3192,42 +3181,25 @@ software_modules: versions: - {description: 'Gensim is a Python library for topic modelling, document indexing and similarity retrieval with large corpora.', markedDefault: false, versionName: 4.2.0_py39} - - categories: math, numerical library - defaultVersionName: 4.0.3 - description: ParMETIS is an MPI-based parallel library that implements a variety - of algorithms for partitioning unstructured graphs, meshes, and for computing - fill-reducing orderings of sparse matrices. - package: parmetis - url: http://glaros.dtc.umn.edu/gkhome/metis/parmetis/overview + - categories: math, symbolic + defaultVersionName: 0.12.3_py39 + description: High-Performance Symbolic Regression in Python and Julia. + package: py-pysr + url: https://github.com/MilesCranmer/PySR versions: - - description: ParMETIS is an MPI-based parallel library that implements a variety - of algorithms for partitioning unstructured graphs, meshes, and for computing - fill-reducing orderings of sparse matrices. - markedDefault: false - properties: - parallel: {mpi: 1} - versionName: 4.0.3 - - categories: math, numerical library - defaultVersionName: 3.9.0 - description: Collection of Fortran77 subroutines designed to solve large scale - eigenvalue problems. - package: arpack - url: https://github.com/opencollab/arpack-ng + - {description: High-Performance Symbolic Regression in Python and Julia., markedDefault: false, + versionName: 0.12.3_py39} + - categories: math, machine learning + defaultVersionName: 2.18.0_py312 + description: Hugging Face Datasets is a library for easily accessing and sharing + datasets for Audio, Computer Vision, and Natural Language Processing (NLP) + tasks. + package: py-datasets + url: https://huggingface.co/docs/datasets versions: - - {description: Collection of Fortran77 subroutines designed to solve large - scale eigenvalue problems., markedDefault: false, versionName: 3.5.0} - - description: Collection of Fortran77 subroutines designed to solve large scale - eigenvalue problems. - markedDefault: false - properties: - parallel: {mpi: 1} - versionName: 3.7.0 - - description: Collection of Fortran77 subroutines designed to solve large scale - eigenvalue problems. - markedDefault: false - properties: - parallel: {mpi: 1} - versionName: 3.9.0 + - {description: 'Hugging Face Datasets is a library for easily accessing and + sharing datasets for Audio, Computer Vision, and Natural Language Processing + (NLP) tasks.', markedDefault: false, versionName: 2.18.0_py312} - categories: math, numerical library defaultVersionName: 2.2.0 description: ScaLAPACK is a library of high-performance linear algebra routines @@ -3253,68 +3225,37 @@ software_modules: properties: parallel: {mpi: 1} versionName: 2.2.0 - - categories: math, numerical library - defaultVersionName: 3.1.0 - description: BLIS is a portable software framework for instantiating high-performance - BLAS-like dense linear algebra libraries. - package: blis - url: https://github.com/amd/blis + - categories: math, graph computing + defaultVersionName: '0.73' + description: A tool for computing automorphism groups and canonical forms of + graphs. + package: bliss + url: http://www.tcs.hut.fi/Software/bliss/ versions: - - {description: BLIS is a portable software framework for instantiating high-performance - BLAS-like dense linear algebra libraries., family: blas, markedDefault: false, - versionName: '2.1'} - - {description: BLIS is a portable software framework for instantiating high-performance - BLAS-like dense linear algebra libraries., family: blas, markedDefault: false, - versionName: 2.2.4} - - {description: BLIS is a portable software framework for instantiating high-performance - BLAS-like dense linear algebra libraries., family: blas, markedDefault: false, - versionName: 3.1.0} + - {description: A tool for computing automorphism groups and canonical forms + of graphs., markedDefault: false, versionName: '0.73'} - categories: math, numerical library defaultVersionName: 3.18.5 description: PETSc, the Portable, Extensible Toolkit for Scientific Computation, is a suite of data structures and routines for the scalable (parallel) solution of scientific applications modeled by partial differential equations. package: petsc - url: http://petsc.org - versions: - - description: PETSc is a suite of data structures and routines for the scalable - (parallel) solution of scientific applications modeled by partial differential - equations. - markedDefault: false - properties: - parallel: {mpi: 1} - versionName: 3.10.3 - - description: PETSc, the Portable, Extensible Toolkit for Scientific Computation, - is a suite of data structures and routines for the scalable (parallel) solution - of scientific applications modeled by partial differential equations. - markedDefault: false - properties: - parallel: {mpi: 1} - versionName: 3.18.5 - - categories: math, numerical library - defaultVersionName: 3.1.3 - description: FlexiBLAS is a BLAS and LAPACK wrapper library with runtime exchangeable - backends. - package: flexiblas - url: https://github.com/mpimd-csc/flexiblas - versions: - - {description: FlexiBLAS is a BLAS and LAPACK wrapper library with runtime - exchangeable backends., family: blas, markedDefault: false, versionName: 3.1.3} - - categories: math, numerical library - defaultVersionName: 6.0.4 - description: Software package and libraries for sequential and parallel graph - partitioning, static mapping and clustering, sequential mesh and hypergraph - partitioning, and sequential and parallel sparse matrix block ordering. - package: scotch - url: http://www.labri.fr/perso/pelegrin/scotch - versions: - - description: Software package and libraries for sequential and parallel graph - partitioning, static mapping and clustering, sequential mesh and hypergraph - partitioning, and sequential and parallel sparse matrix block ordering. + url: http://petsc.org + versions: + - description: PETSc is a suite of data structures and routines for the scalable + (parallel) solution of scientific applications modeled by partial differential + equations. markedDefault: false properties: parallel: {mpi: 1} - versionName: 6.0.4 + versionName: 3.10.3 + - description: PETSc, the Portable, Extensible Toolkit for Scientific Computation, + is a suite of data structures and routines for the scalable (parallel) solution + of scientific applications modeled by partial differential equations. + markedDefault: false + properties: + parallel: {mpi: 1} + versionName: 3.18.5 - categories: math, deep learning defaultVersionName: 9.4.0 description: NVIDIA cuDNN is a GPU-accelerated library of primitives for deep @@ -3406,6 +3347,31 @@ software_modules: properties: arch: {gpu: 1} versionName: 9.4.0 + - categories: math, numerical library + defaultVersionName: 6.0.4 + description: Software package and libraries for sequential and parallel graph + partitioning, static mapping and clustering, sequential mesh and hypergraph + partitioning, and sequential and parallel sparse matrix block ordering. + package: scotch + url: http://www.labri.fr/perso/pelegrin/scotch + versions: + - description: Software package and libraries for sequential and parallel graph + partitioning, static mapping and clustering, sequential mesh and hypergraph + partitioning, and sequential and parallel sparse matrix block ordering. + markedDefault: false + properties: + parallel: {mpi: 1} + versionName: 6.0.4 + - categories: math, numerical library + defaultVersionName: 1.2.1 + description: GNU MPC is a C library for the arithmetic of complex numbers with + arbitrarily high precision and correct rounding of the result. + package: mpc + url: http://www.multiprecision.org/mpc + versions: + - {description: GNU MPC is a C library for the arithmetic of complex numbers + with arbitrarily high precision and correct rounding of the result., markedDefault: false, + versionName: 1.2.1} - categories: math, machine learning defaultVersionName: 0.22.1_py312 description: The huggingface_hub library allows you to interact with the Hugging @@ -3493,16 +3459,62 @@ software_modules: - {description: 'The GLPK (GNU Linear Programming Kit) package is intended for solving large-scale linear programming (LP), mixed integer programming (MIP), and other related problems.', markedDefault: false, versionName: '4.63'} - - categories: math, numerical library - defaultVersionName: 1.2.1 - description: GNU MPC is a C library for the arithmetic of complex numbers with - arbitrarily high precision and correct rounding of the result. - package: mpc - url: http://www.multiprecision.org/mpc + - categories: math, numerical analysis + defaultVersionName: R2022b + description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + package: matlab + url: https://www.mathworks.com/products/matlab.html versions: - - {description: GNU MPC is a C library for the arithmetic of complex numbers - with arbitrarily high precision and correct rounding of the result., markedDefault: false, - versionName: 1.2.1} + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: false + properties: + license: {restricted: 1} + versionName: R2017a + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: false + properties: + license: {restricted: 1} + versionName: R2017b + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: false + properties: + license: {restricted: 1} + versionName: R2018a + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: false + properties: + license: {restricted: 1} + versionName: R2019a + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: false + properties: + license: {restricted: 1} + versionName: R2020a + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: false + properties: + license: {restricted: 1} + versionName: R2023b + - description: MATLAB is a multi-paradigm numerical computing environment and + proprietary programming language developed by MathWorks. + help: https://www.sherlock.stanford.edu/docs/software/using/matlab + markedDefault: true + properties: + license: {restricted: 1} + versionName: R2022b - categories: math, statistics defaultVersionName: '9.4' description: SAS is a software suite developed by SAS Institute for advanced @@ -3541,13 +3553,16 @@ software_modules: - {description: PyWavelets is a free Open Source library for wavelet transforms in Python., markedDefault: false, versionName: 1.6.0_py312} - categories: math, numerical library - defaultVersionName: 2.9.0 - description: FLINT is a C library for doing number theory. - package: flint - url: https://flintlib.org/ + defaultVersionName: 1.6.0 + description: TetGen provides various features to generate good quality and adaptive + tetrahedral meshes suitable for numerical methods, such as finite element + or finite volume methods. + package: tetgen + url: http://wias-berlin.de/software/index.jsp?id=TetGen versions: - - {description: FLINT is a C library for doing number theory., markedDefault: false, - versionName: 2.9.0} + - {description: 'TetGen provides various features to generate good quality and + adaptive tetrahedral meshes suitable for numerical methods, such as finite + element or finite volume methods.', markedDefault: false, versionName: 1.6.0} - categories: math, deep learning defaultVersionName: 1.12.0_py39 description: ONNX is a open format to represent deep learning models. @@ -3560,29 +3575,49 @@ software_modules: versionName: 1.8.1_py36} - {description: ONNX is a open format to represent deep learning models., markedDefault: false, versionName: 1.12.0_py39} - - categories: math, numerical library - defaultVersionName: 1.14.3_py27 - description: NumPy is the fundamental package for scientific computing with - Python. - package: py-numpy - url: http://www.numpy.org + - categories: math, deep learning + defaultVersionName: 2.1.5_py27 + description: Keras is a high-level neural networks API, written in Python and + capable of running on top of TensorFlow, CNTK, or Theano. + package: py-keras + url: http://keras.io versions: - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.14.3_py36} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.17.2_py36} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.18.1_py36} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.19.2_py36} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.20.3_py39} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.24.2_py39} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: false, versionName: 1.26.3_py312} - - {description: NumPy is the fundamental package for scientific computing with - Python., markedDefault: true, versionName: 1.14.3_py27} + - description: Keras is a high-level neural networks API, written in Python + and capable of running on top of TensorFlow, CNTK, or Theano. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 2.0.8_py27 + - description: Keras is a high-level neural networks API, written in Python + and capable of running on top of TensorFlow, CNTK, or Theano. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 2.1.5_py36 + - description: Keras is a high-level neural networks API, written in Python + and capable of running on top of TensorFlow, CNTK, or Theano. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 2.2.4_py27 + - description: Keras is a high-level neural networks API, written in Python + and capable of running on top of TensorFlow, CNTK, or Theano. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 2.2.4_py36 + - description: Keras is a high-level neural networks API, written in Python + and capable of running on top of TensorFlow, CNTK, or Theano. + markedDefault: false + properties: + arch: {gpu: 1} + versionName: 2.3.1_py36 + - description: Keras is a high-level neural networks API, written in Python + and capable of running on top of TensorFlow, CNTK, or Theano. + markedDefault: true + properties: + arch: {gpu: 1} + versionName: 2.1.5_py27 - categories: math, optimization defaultVersionName: 11.0.2 description: The Gurobi Optimizer is a commercial optimization solver for mathematical @@ -3674,44 +3709,32 @@ software_modules: properties: arch: {gpu: 1} versionName: 12.1.0_py39 - - categories: math, optimization - defaultVersionName: 10.3.0 - description: Artelys Knitro is an optimization solver for difficult large-scale - nonlinear problems. - package: knitro - url: https://www.artelys.com/en/optimization-tools/knitro + - categories: math, numerical library + defaultVersionName: 2.9.0 + description: FLINT is a C library for doing number theory. + package: flint + url: https://flintlib.org/ versions: - - {description: Artelys Knitro is an optimization solver for difficult large-scale - nonlinear problems., markedDefault: false, versionName: 12.4.0} - - {description: Artelys Knitro is an optimization solver for difficult large-scale - nonlinear problems., markedDefault: true, versionName: 10.3.0} - - categories: math, machine learning - defaultVersionName: 0.19.1_py27 - description: Scikit-learn is a free software machine learning library for the - Python programming language. - package: py-scikit-learn - url: http://scikit-learn.org + - {description: FLINT is a C library for doing number theory., markedDefault: false, + versionName: 2.9.0} + - categories: math, numerical library + defaultVersionName: 3.18.5_py39 + description: Python bindings for PETSc, the Portable, Extensible Toolkit for + Scientific Computation. + package: py-petsc4py + url: http://petsc.org versions: - - {description: Scikit-learn is a free software machine learning library for - the Python programming language., markedDefault: false, versionName: 0.19.1_py36} - - {description: Scikit-learn is a free software machine learning library for - the Python programming language., markedDefault: false, versionName: 0.24.2_py36} - - {description: Scikit-learn is a free software machine learning library for - the Python programming language., markedDefault: false, versionName: 1.0.2_py39} - - {description: Scikit-learn is a free software machine learning library for - the Python programming language., markedDefault: false, versionName: 1.3.2_py39} - - {description: Scikit-learn is a free software machine learning library for - the Python programming language., markedDefault: false, versionName: 1.5.1_py312} - - {description: Scikit-learn is a free software machine learning library for - the Python programming language., markedDefault: true, versionName: 0.19.1_py27} - - categories: math, symbolic - defaultVersionName: 0.12.3_py39 - description: High-Performance Symbolic Regression in Python and Julia. - package: py-pysr - url: https://github.com/MilesCranmer/PySR + - {description: 'Python bindings for PETSc, the Portable, Extensible Toolkit + for Scientific Computation.', markedDefault: false, versionName: 3.18.5_py39} + - categories: math, numerical library + defaultVersionName: 2.0.8_py36 + description: gmpy2 is a C-coded Python extension module that supports multiple-precision + arithmetic. + package: py-gmpy2 + url: https://gmpy2.readthedocs.io/ versions: - - {description: High-Performance Symbolic Regression in Python and Julia., markedDefault: false, - versionName: 0.12.3_py39} + - {description: gmpy2 is a C-coded Python extension module that supports multiple-precision + arithmetic., markedDefault: false, versionName: 2.0.8_py36} - categories: math, statistics defaultVersionName: '15' description: Stata is a complete, integrated statistical software package that @@ -3754,16 +3777,13 @@ software_modules: properties: license: {restricted: 1} versionName: '15' - - categories: math, optimization - defaultVersionName: 2.10.0_py39 - description: Optuna is an automatic hyperparameter optimization software framework, - particularly designed for machine learning. - package: py-optuna - url: https://optuna.readthedocs.io/ + - categories: math, numerical library + defaultVersionName: 3.18.2_py39 + description: Python bindings for SLEPc. + package: py-slepc4py + url: https://slepc.upv.es/ versions: - - {description: 'Optuna is an automatic hyperparameter optimization software - framework, particularly designed for machine learning.', markedDefault: false, - versionName: 2.10.0_py39} + - {description: Python bindings for SLEPc., markedDefault: false, versionName: 3.18.2_py39} - categories: math, numerical library defaultVersionName: '2019' description: Intel Math Kernel Library (Intel MKL) is a library of optimized @@ -7179,7 +7199,7 @@ software_modules: that gives you the power to speed up your applications with high performance functions written directly in Python.., markedDefault: true, versionName: 0.35.0_py27} - categories: devel, language - defaultVersionName: 1.72.0 + defaultVersionName: 1.81.0 description: A language empowering everyone to build reliable and efficient software. package: rust @@ -7193,6 +7213,8 @@ software_modules: software., markedDefault: false, versionName: 1.63.0} - {description: A language empowering everyone to build reliable and efficient software., markedDefault: false, versionName: 1.72.0} + - {description: A language empowering everyone to build reliable and efficient + software., markedDefault: false, versionName: 1.81.0} - categories: devel, data defaultVersionName: 0.13.3 description: Hiredis is a minimalistic C client library for the Redis database. diff --git a/src/docs/software/updates.xml b/src/docs/software/updates.xml index 398dbc6f9..93df53894 100644 --- a/src/docs/software/updates.xml +++ b/src/docs/software/updates.xml @@ -5,6 +5,33 @@ Sherlock software update feed https://www.sherlock.stanford.edu/docs/software/list + + New module: math/py-flash-attention version 2.6.3_py312 + Fast and memory-efficient exact attention + https://github.com/Dao-AILab/flash-attention + https://www.sherlock.stanford.edu/docs/software/list/?add:v=2.6.3_py312#py-flash-attention + math, deep learning + kilian@stanford.edu (Kilian Cavalotti) + Fri, 4 Oct 2024 12:08:23 -0700 + + + New module: math/py-evaluate version 0.4.3_py312 + Hugging Face Evaluate is a library for easily evaluating machine learning models and datasets. + https://huggingface.co/docs/evaluate + https://www.sherlock.stanford.edu/docs/software/list/?add:v=0.4.3_py312#py-evaluate + math, machine learning + kilian@stanford.edu (Kilian Cavalotti) + Thu, 3 Oct 2024 09:11:43 -0700 + + + New version: devel/rust version 1.81.0 + A language empowering everyone to build reliable and efficient software. + https://www.rust-lang.org/ + https://www.sherlock.stanford.edu/docs/software/list/?add:v=1.81.0#rust + devel, language + kilian@stanford.edu (Kilian Cavalotti) + Wed, 2 Oct 2024 12:00:04 -0700 + New version: devel/ucx version 1.17.0 UCX is a communication library implementing high-performance messaging for MPI/PGAS frameworks.