CUDA Templates and Python DSLs for High-Performance Linear Algebra
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CUDA Templates and Python DSLs for High-Performance Linear Algebra
A computer algebra system written in pure Python
Linear algebra library for games and real-time graphics.
Open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.
The primary source code repository for Macaulay2, a system for computing in commutative algebra, algebraic geometry and related fields.
Linear algebra library for Rust.
:coffee: Symja - computer algebra language & symbolic math library. A collection of popular algorithms implemented in pure Java.
Official repository of the FriCAS computer algebra system
Public repository for Abstact Algebra Theory and Applications
Project: M36 Relational Algebra Engine
Main development repository for GAP - Groups, Algorithms, Programming, a System for Computational Discrete Algebra
Linear algebra package for rust-ndarray using LAPACK binding
Generic abstract algebra functionality in pure Julia (no C dependencies)
A simple and fast linear algebra library for games and graphics
A comprehensive open source computer algebra system for computations in algebra, geometry, and number theory.
SuiteSparse:GraphBLAS: graph algorithms in the language of linear algebra. For production: (default) STABLE branch. Code development: ask me for the right branch before submitting a PR. video intro: https://youtu.be/Tj5y6d7FegI
Libraries for finite field, elliptic curve, and polynomial arithmetic
Rust Scientific Library. ODE, DAE, and PDE solvers. Special functions (Bessel, Elliptic, Beta, Gamma, Erf). Linear algebra. Sparse solvers. Probability distributions. Tensor analysis. Numerical continuation.
TPP experimentation on MLIR for linear algebra
Linear algebra foundation for the Rust programming language
This repo contains my snippet and tutorials for Lie Group and Lie Algebra, Topology and Configuration of Robot and Space ,IMU, ROS2 Gazebo Integration, State Estimation, VIO, LIO, and Deep Learning based SLAM
Symbolica is a high-performance computer algebra library for Python and Rust. Manipulate large expressions, match patterns, and generate optimized numerical code — at unprecedented speed.
Matrix-free linear algebra in JAX.
Scientific computing that fits on a microcontroller. Estimation, control, kinematics, Lie groups, calculus, autodiff and linear algebra in stable no_std Rust with no heap, no panics and no unsafe. Run the same code on your laptop and your Cortex-M0.
Data science for beginners involves learning to extract insights from data using statistics, programming (Python/R), and visualization. Key steps include data collection, cleaning, analysis, modeling, and communicating findings. Beginners should start with Python, basic math (linear algebra/calculus), and build projects to create a portfolio.
A Rust crate that provides hard-to-misuse rigid body transforms (aka "spatial math") for engineers with other things to worry about than linear algebra.
A pure-Python implementation of the Nvidia CuTe layout algebra intended to be approachable and easy to learn.