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Numerical Computing

144 projects

Showing 36 of 144 projects

Pandas cheatsheet
Pandas cheatsheetPython

A powerful Python library for data manipulation and analysis, providing fast, flexible data structures.

#data-cleaning#flexible#python-library
Stars49.3k
Forks20.2k
Last commit18 hours ago
Julia
JuliaJulia

A high-level, high-performance dynamic programming language for technical computing.

#programming-language#hacktoberfest#scientific-computing
Stars48.9k
Forks5.9k
Last commit8 hours ago
jax
jaxPython

A Python library for accelerator-oriented array computation and program transformation, designed for high-performance numerical computing and machine learning.

#high-performance-computing#jax#array-computation
Stars36.0k
Forks3.7k
Last commit10 hours ago
JAX GitHub Discussions
JAX GitHub DiscussionsPython

A Python library for composable transformations of numerical programs: automatic differentiation, vectorization, and JIT compilation to GPU/TPU.

#high-performance-computing#jax#array-computation
Stars36.0k
Forks3.7k
Last commit10 hours ago
JAX
JAXPython

A Python library for composable transformations of numerical programs: automatic differentiation, vectorization, and JIT compilation to GPU/TPU.

#high-performance-computing#jax#array-computation
Stars36.0k
Forks3.7k
Last commit10 hours ago
numpy
numpyPython

The fundamental package for scientific computing with Python, providing powerful N-dimensional arrays and mathematical functions.

#scientific-computing#mathematics#fft
Stars32.4k
Forks12.6k
Last commit11 hours ago
DLIB
DLIBC++

A modern C++ toolkit for machine learning, computer vision, and data analysis applications.

#machine-learning-library#deep-learning#cmake
Stars14.4k
Forks3.4k
Last commit2 days ago
gonum
gonumGo

A comprehensive set of numeric libraries for Go, providing matrices, statistics, optimization, and graph algorithms.

#scientific-computing#graph#graph-algorithms
Stars8.4k
Forks580
Last commit3 days ago
OpenBLAS
OpenBLASC

An optimized open-source implementation of the Basic Linear Algebra Subprograms (BLAS) library for high-performance scientific computing.

#c-library#blas#scientific-computing
Stars7.5k
Forks1.7k
Last commit14 hours ago
gorgonia
gorgoniaGo

A library for building and evaluating mathematical expressions and neural networks in Go, with automatic differentiation and GPU support.

#gradient-descent#neural-network#deep-learning
Stars5.9k
Forks450
Last commit1 year ago
stdlib
stdlibJavaScript

A standard library for JavaScript and TypeScript with an emphasis on numerical and scientific computation.

#scientific-computing#mathematics#js
Stars5.9k
Forks1.2k
Last commit7 hours ago
mlpack
mlpackC++

A fast, header-only C++ machine learning library with bindings for Python, R, Julia, and Go.

#hacktoberfest#scientific-computing#machine-learning-library
Stars5.7k
Forks1.7k
Last commit19 hours ago
rust
rustRust

Rust language bindings for TensorFlow, providing idiomatic access to machine learning capabilities.

#deep-learning#neural-networks#gpu-computing
Stars5.5k
Forks434
Last commit1 year ago
NumCpp
NumCppC++

A templatized header-only C++ implementation of the Python NumPy library for numerical computing.

#scientific-computing#data-structures#templated-library
Stars4.0k
Forks576
Last commit4 months ago
Math.NET Numerics
Math.NET NumericsC#

An open-source numerical library for .NET and Mono providing algorithms for scientific computing, linear algebra, statistics, and more.

#scientific-computing#fft#statistics
Stars3.8k
Forks936
Last commit1 year ago
xtensor
xtensorC++

A C++ library for numerical analysis with multi-dimensional array expressions featuring broadcasting and lazy computing.

#multi-dimensional-arrays#scientific-computing#high-performance-computing
Stars3.8k
Forks441
Last commit8 days ago
simple-statistics
simple-statisticsJavaScript

A lightweight, dependency-free JavaScript library for descriptive, regression, and inference statistics.

#statistics#math#inference
Stars3.5k
Forks233
Last commit15 days ago
Breeze
BreezeScala

A numerical processing library for Scala, providing generic, clean, and powerful linear algebra and scientific computing capabilities.

#scientific-computing#netlib#matrix-operations
Stars3.5k
Forks690
Last commit9 months ago
Nx
NxElixir

Multi-dimensional arrays (tensors) and numerical definitions for Elixir, enabling machine learning and scientific computing.

#multi-dimensional-arrays#scientific-computing#elixir
Stars2.9k
Forks227
Last commit1 day ago
BLIS
BLISC

A portable software framework for instantiating high-performance BLAS-like dense linear algebra libraries.

#blas#portable-framework#scientific-computing
Stars2.7k
Forks425
Last commit13 days ago
faer-rs
faer-rsRust

A pure Rust linear algebra library focusing on portability, correctness, and performance with both low-level routines and high-level wrappers.

#scientific-computing#pure-rust#matrix
Stars2.6k
Forks101
Last commit29 days ago
Optax
OptaxPython

A gradient processing and optimization library for JAX, designed for research with composable building blocks.

#gradient-processing#jax#deep-learning
Stars2.3k
Forks349
Last commit1 day ago
Brick Math
Brick MathPHP

A PHP library for arbitrary-precision arithmetic with support for integers, decimals, and rational numbers.

#bigrational#mathematics#gmp
Stars2.2k
Forks100
Last commit14 hours ago
autodiff
autodiffC++

A C++17 library for automatic differentiation with forward and reverse mode support, enabling efficient derivative computation.

#scientific-computing#derivatives#cplusplus-17
Stars1.9k
Forks196
Last commit1 year ago
NumKong
NumKongC

A portable mixed-precision math library with 2,000+ SIMD kernels for 15+ numeric types across x86, Arm, RISC-V, and WebAssembly.

#blas#assembly#information-retrieval
Stars1.9k
Forks125
Last commit23 hours ago
Axon
AxonElixir

A neural network library for Elixir built on Nx, providing functional, model creation, and training APIs for deep learning.

#functional-programming#elixir#model-training
Stars1.7k
Forks127
Last commit9 days ago
Vc
VcC++

A portable C++ library providing SIMD vector types for explicit data-parallel programming with zero-overhead abstractions.

#parallel-computing#high-performance-computing#simd-instructions
Stars1.5k
Forks151
Last commit16 days ago
MatX
MatXC++

A modern C++20 GPU numerical computing library with Python-like syntax for near-native performance on NVIDIA GPUs.

#cuda#scientific-computing#high-performance-computing
Stars1.4k
Forks119
Last commit14 hours ago
owl
owlOCaml

A dedicated OCaml system for scientific and engineering computing, providing n-dimensional arrays, linear algebra, algorithmic differentiation, and neural networks.

#scientific-computing#signal-processing#matrix
Stars1.3k
Forks130
Last commit10 months ago
ndarray
ndarrayJavaScript

A modular library for creating and manipulating multidimensional array views over 1D storage in JavaScript.

#scientific-computing#browserify#typed-arrays
Stars1.2k
Forks57
Last commit4 years ago
Neanderthal
NeanderthalClojure

A high-performance Clojure library for matrix and linear algebra computations using optimized BLAS/LAPACK routines on CPU and GPU.

#blas#cuda#scientific-computing
Stars1.1k
Forks60
Last commit10 days ago
x86-simd-sort
x86-simd-sortC++

A C++ template library providing high-performance SIMD-accelerated sorting algorithms for integers, floats, and custom objects.

#template-library#parallel-computing#high-performance-computing
Stars1.0k
Forks72
Last commit
smartcore
smartcoreRust

A fast, ergonomic machine learning library for Rust with broad algorithm coverage and WASM-first defaults.

#statistical-models#data-science#machine-learning-algorithms
Stars941
Forks101
Last commit3 days ago
BIDMach
BIDMachScala

A CPU and GPU-accelerated machine learning library optimized for high-performance computing.

#cuda#high-performance-computing#deep-learning
Stars919
Forks170
Last commit3 years ago
libfixmath
libfixmathC

A cross-platform C library implementing Q16.16 fixed-point arithmetic for systems without floating-point hardware.

#c-library#embedded-systems#performance-optimization
Stars875
Forks192
Last commit10 days ago
AMGCL
AMGCLC++

A header-only C++ library for solving large sparse linear systems using algebraic multigrid (AMG) method with support for GPU acceleration.

#cuda#multigrid-method#scientific-computing
Stars872
Forks139
Last commit6 days ago
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