Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/xitorch/xitorch

Differentiable scientific computing library

linear-algebra machine-learning numerical-calculations pytorch scientific-computing

Last synced: 03 Jul 2024

https://github.com/conan-community/conan-eigen

[OBSOLETE] The recipe is now in https://github.com/conan-io/conan-center-index

conan eigen linear-algebra matrices vectors

Last synced: 01 Jul 2024

https://github.com/flintlib/arb

Arb has been merged into FLINT -- use https://github.com/flintlib/flint/ instead

arbitrary-precision c complex-numbers floating-point interval-arithmetic linear-algebra multiprecision number-theory special-functions

Last synced: 01 Jul 2024

https://github.com/reamat/AlgebraLinear

Escrita colaborativa de recursos educacionais abertos sobre álgebra linear.

book linear-algebra mathematics oer open-educational-resources textbook

Last synced: 29 Jun 2024

https://github.com/polymonster/maths-rs

Linear algebra library for graphics and gamedev.

gamedev linear-algebra math matrix quaternion swizzling vector

Last synced: 29 Jun 2024

https://github.com/tensor-compiler/taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

code-generator library linear-algebra sparse tensor tensor-algebra tensor-algebra-compiler

Last synced: 27 Jun 2024

https://github.com/kf-liu/The-Art-of-Linear-Algebra-zh-CN

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.

graphics linear-algebra

Last synced: 26 Jun 2024

https://github.com/borzunov/cpmoptimize

🚀 🐍 Optimizes Python bytecode calculating linear recurrences, reducing the time complexity from O(n) to O(log n)

bytecode linear-algebra matrix-exponentiation optimization python time-complexity

Last synced: 25 Jun 2024

https://github.com/apachecn/fastai-num-linalg-v2-zh

:book: [译] fast.ai 数值线性代数讲义 v2

fastai lecture-notes linear-algebra python

Last synced: 20 Jun 2024

https://github.com/vlgiitr/DL_Topics

List of DL topics and resources essential for cracking interviews

computer-vision deep-learning generative-models linear-algebra natural-language-processing probability-statistics

Last synced: 20 Jun 2024

https://github.com/R-js/blasjs

Pure Javascript manually written :ok_hand: implementation of BLAS, Many numerical software applications use BLAS computations, including Armadillo, LAPACK, LINPACK, GNU Octave, Mathematica, MATLAB, NumPy, R, and Julia.

blas complex-matrix conjugate conjugate-matrix determinant generalized-linear-model lapack linear-algebra linear-regression machine-learning mathlab matrix neural-network transpose-matrix vector vector-algebra

Last synced: 20 Jun 2024

https://github.com/bbodi/notecalc3

NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.

calculator linear-algebra math matrix note-taking notes rust wasm webassembly

Last synced: 14 Jun 2024

https://github.com/amitkaps/hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

calculus linear-algebra machine-learning python statistics

Last synced: 14 Jun 2024

https://github.com/Tiramisu-Compiler/tiramisu

A polyhedral compiler for expressing fast and portable data parallel algorithms

code-generation compiler deep-neural-networks library linear-algebra machine-learning optimization tensor-algebra tensors

Last synced: 14 Jun 2024

https://github.com/hao-lh/the-books-making-you-better

A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.

bayesian-inference computer-architecture computer-vision deep-learning high-performance-computing linear-algebra machine-learning probabilistic-graphical-models reinforcement-learning statistical-learning

Last synced: 11 Jun 2024

https://github.com/ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

books calculus deep-learning lectures linear-algebra machine-learning probability

Last synced: 11 Jun 2024

https://github.com/rapidsai/raft

RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing high performance applications.

anns building-blocks clustering cuda distance gpu information-retrieval linear-algebra llm machine-learning nearest-neighbors neighborhood-methods primitives random-sampling solvers sparse statistics vector-search vector-similarity vector-store

Last synced: 09 Jun 2024

https://github.com/olutosinbanjo/oneMKL_getrs

Homogeneous and Heterogeneous Implementations of a tridiagonal solver on Intel® Xeon® E-2176G with oneMKL getrs() routine

intel linear-algebra matplotlib-figures oneapi onemkl tridiagonal-system-solver

Last synced: 08 Jun 2024

https://github.com/opencollab/arpack-ng

Collection of Fortran77 subroutines designed to solve large scale eigenvalue problems.

arpack eigenvalue linear-algebra parpack

Last synced: 08 Jun 2024

https://github.com/MGfoundation/mgcpp

A C++ Math Library Based on CUDA

cpp cuda gpgpu hpc linear-algebra math

Last synced: 08 Jun 2024

https://github.com/sarah-ek/faer-rs

Linear algebra foundation for the Rust programming language

linear-algebra matrix rust

Last synced: 06 Jun 2024

https://github.com/weijie-chen/Linear-Algebra-With-Python

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

computational-science data-analysis data-science data-visualization diagonalization eigenvalues eigenvectors gram-schmidt jupyter linear-algebra linear-transformations mathematics matrix matrix-calculations multivariate-normal-distribution null-space python singular-value-decomposition symmetric-matrices vector-space

Last synced: 01 Jun 2024

https://github.com/liborty/rstats

Statistics, Information Measures, Linear Algebra, Cholesky Matrix Decomposition, Mahalanobis Distance, Householder QR Decomposition, Clifford Algebra, Multidimensional Data Analysis, Geometric Median, Hulls, Machine Learning, multithreading implementation...

geometric-median linear-algebra machine-learning math multidimensional-analysis rust statistics

Last synced: 01 Jun 2024

https://github.com/icl-utk-edu/slate

SLATE is a distributed, GPU-accelerated, dense linear algebra library targetting current and upcoming high-performance computing (HPC) systems. It is developed as part of the U.S. Department of Energy Exascale Computing Project (ECP).

gpu-acceleration hpc linear-algebra

Last synced: 31 May 2024

https://github.com/fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

algorithms data-science deep-learning linear-algebra machine-learning numpy python

Last synced: 30 May 2024

https://github.com/BallisticLA/RandBLAS

A header-only C++ library for sketching in randomized linear algebra

dimension-reduction linear-algebra numerical-linear-algebra sketching

Last synced: 29 May 2024

https://github.com/nvmd/itpp

IT++ library mirror/fork. C++ library of mathematical, signal processing and communication classes and functions.

linear-algebra signal-processing

Last synced: 28 May 2024

https://github.com/EricLengyel/Terathon-Math-Library

C++ math library for 2D/3D/4D vector, matrix, quaternion, and geometric algebra.

dual-quaternions geometric-algebra linear-algebra quaternions

Last synced: 28 May 2024

https://github.com/nicolaspanel/numjs

Like NumPy, in JavaScript

javascript linear-algebra ndarray nodejs

Last synced: 26 May 2024

https://github.com/rustgd/cgmath

A linear algebra and mathematics library for computer graphics.

computer-graphics linear-algebra mathematics-library matrix rust simd simd-vector vector

Last synced: 21 May 2024

https://github.com/JuliaPhysics/Measurements.jl

Error propagation calculator and library for physical measurements. It supports real and complex numbers with uncertainty, arbitrary precision calculations, operations with arrays, and numerical integration.

arbitrary-precision complex-numbers error-propagation julia linear-algebra multiprecision numerical-integration physical-quantities physics uncertainties uncertainty-propagation

Last synced: 21 May 2024

https://github.com/JuliaSparse/Pardiso.jl

Calling the PARDISO library from Julia

linear-algebra mkl-pardiso pardiso pardiso-library sparse

Last synced: 21 May 2024

https://github.com/JuliaLinearAlgebra/IterativeSolvers.jl

Iterative algorithms for solving linear systems, eigensystems, and singular value problems

iterative-methods julia linear-algebra

Last synced: 21 May 2024

https://github.com/JuliaSmoothOptimizers/Krylov.jl

A Julia Basket of Hand-Picked Krylov Methods

julia julia-language krylov linear-algebra linear-systems optimization

Last synced: 21 May 2024

https://github.com/JuliaLinearAlgebra/ArnoldiMethod.jl

The Arnoldi Method with Krylov-Schur restart, natively in Julia.

eigenvalues eigenvectors julia linear-algebra

Last synced: 21 May 2024

https://github.com/Jutho/KrylovKit.jl

Krylov methods for linear problems, eigenvalues, singular values and matrix functions

eigenvalues julia krylov linear-algebra linear-maps singular-values vector

Last synced: 21 May 2024

https://github.com/SciML/LinearSolve.jl

LinearSolve.jl: High-Performance Unified Interface for Linear Solvers in Julia. Easily switch between factorization and Krylov methods, add preconditioners, and all in one interface.

amg differential-equations distributed-computing factorization gpu julia krylov-methods linear-algebra linear-solvers multigrid newton-krylov preconditioners scientific-machine-learning sciml

Last synced: 21 May 2024

https://github.com/MasonProtter/Gaius.jl

Divide and Conquer Linear Algebra

blas julia julia-language linear-algebra

Last synced: 21 May 2024

https://github.com/JuliaLinearAlgebra/MKL.jl

Intel MKL linear algebra backend for Julia

julia linear-algebra

Last synced: 21 May 2024

https://github.com/andreaferretti/neo

A matrix library

linear-algebra matrices nim vectors

Last synced: 17 May 2024

https://github.com/explosion/cython-blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

blas blas-libraries blis cython linear-algebra matrix-multiplication neural-network neural-networks numpy openblas

Last synced: 16 May 2024

https://github.com/janishar/mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking

Last synced: 14 May 2024

https://github.com/yixuan/spectra

A header-only C++ library for large scale eigenvalue problems

arpack eigenvalues header-only linear-algebra spectra

Last synced: 14 May 2024

https://github.com/Visualize-ML/Book4_Power-of-Matrix

Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!

linear linear-algebra machine-learning mathematics matrix matrix-factorization

Last synced: 14 May 2024

https://github.com/wyattowalsh/data-science-notes

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

calculus classification compilation crowdsourcing data-science first-timers first-timers-only jupyter-book linear-algebra machine-learning modeling probability regression simulation statistics up-for-grabs visualization

Last synced: 13 May 2024

https://github.com/mratsim/Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 11 May 2024

https://github.com/patrick-kidger/lineax

Linear solvers in JAX and Equinox. https://docs.kidger.site/lineax

equinox jax linear-algebra

Last synced: 10 May 2024

https://bbodi.github.io/notecalc3/

NoteCalc is a handy calculator trying to bring the advantages of Soulver to the web.

calculator linear-algebra math matrix note-taking notes rust wasm webassembly

Last synced: 09 May 2024

https://github.com/simpeg/simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

direct-current-resistivity electromagnetics finite-volume geophysics geoscience induced-polarization inverse-problems inversion linear-algebra magnetotellurics modeling modelling multiphysics open-science optimization partial-differential-equations python richards-equation scientific-computing simulation

Last synced: 08 May 2024

https://mratsim.github.io/Arraymancer/

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

autograd automatic-differentiation cuda cudnn deep-learning gpgpu gpu-computing high-performance-computing iot linear-algebra machine-learning matrix-library multidimensional-arrays ndarray neural-networks nim opencl openmp parallel-computing tensor

Last synced: 07 May 2024

https://github.com/hpddm/hpddm

A framework for high-performance domain decomposition methods.

c c-plus-plus domain-decomposition fortran freefem linear-algebra numerical-methods petsc preconditioners python

Last synced: 07 May 2024

https://github.com/CEED/libCEED

CEED Library: Code for Efficient Extensible Discretizations

api ceed cuda ecp exascale-computing gpu high-order high-performance-computing hpc julia linear-algebra

Last synced: 06 May 2024

https://github.com/markrogoyski/math-php

Powerful modern math library for PHP: Features descriptive statistics and regressions; Continuous and discrete probability distributions; Linear algebra with matrices and vectors, Numerical analysis; special mathematical functions; Algebra

algebra combinatorics distributions finance information-theory linear-algebra math mathematics matrix number-theory numerical-analysis php php-library probability regression statistics vector

Last synced: 05 May 2024

https://github.com/kooparse/zalgebra

Linear algebra library for games and real-time graphics.

gamedev graphics linear-algebra mat4 math matrix quaternion vec3 vectors zig ziglang

Last synced: 03 May 2024

https://github.com/cudamat/cudamat

Python module for performing basic dense linear algebra computations on the GPU using CUDA.

cuda linear-algebra python

Last synced: 02 May 2024

https://github.com/konovod/linalg

Linear algebra library based on LAPACK

crystal lapack linear-algebra matrix

Last synced: 02 May 2024

https://mmottl.github.io/lacaml/

OCaml bindings for BLAS/LAPACK (high-performance linear algebra Fortran libraries)

blas lapack linear-algebra matrix ocaml vector

Last synced: 02 May 2024

https://github.com/quil-lang/magicl

Matrix Algebra proGrams In Common Lisp.

common-lisp linear-algebra matrix-algebra

Last synced: 02 May 2024

https://github.com/safwank/Numerix

A collection of useful mathematical functions in Elixir with a slant towards statistics, linear algebra and machine learning

linear-algebra machine-learning math statistics

Last synced: 01 May 2024

https://github.com/versilov/matrex

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

c cblas elixir erlang jupyter-notebook linear-algebra machine-learning matrix numpy

Last synced: 01 May 2024

https://github.com/deeplearning4j/deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

artificial-intelligence clojure deeplearning deeplearning4j dl4j gpu hadoop intellij java linear-algebra matrix-library neural-nets python scala spark

Last synced: 01 May 2024

https://github.com/rbotafogo/mdarray

Multidimensional array similar to NumPy and NArray

colt jruby linear-algebra matrix mdarray multidimensional-arrays ruby rubydatascience

Last synced: 01 May 2024

https://github.com/STEllAR-GROUP/blaze_tensor

3D Tensors for Blaze (https://bitbucket.org/blaze-lib/blaze)

3d-tensors blaze-library linear-algebra

Last synced: 01 May 2024

https://github.com/eigenteam/eigen-git-mirror

THIS MIRROR IS DEPRECATED -- New url: https://gitlab.com/libeigen/eigen

blas cplusplus lapack linear-algebra matrix solvers sparse-matrix

Last synced: 01 May 2024