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little-book-of/linear-algebra

A beginner-friendly introduction to the core ideas of linear algebra for developers.

1.9K
Stable
Jupyter Notebook
Books & Guides
#linear-algebra#mathematics#jupyter-notebook

cpmech/gosl

Go library for scientific computing, numerical analysis, and data visualization tools for developers.

1.9K
Stable
Go
API Frameworks
Databases
#scientific-computing#numerical-analysis#data-visualization

eigenteam/eigen-git-mirror

A high-performance C++ linear algebra library focused on solvers, sparse matrices, and numerical computing.

1.8K
Archived
C++
Databases
CLI Tools
#linear-algebra#matrix#solvers

Reference-LAPACK/lapack

LAPACK is a comprehensive library for linear algebra computations including matrix factorizations.

1.8K
Active
Fortran
Linear-Algebra
API Frameworks
#linear-algebra#matrix-factorization#eigenvalues

amitkaps/hackermath

A comprehensive introduction to statistics and mathematics for data science, with a focus on the 'hacker' approach.

1.5K
Archived
Jupyter Notebook
Tutorials & Courses
Databases
#statistics#mathematics#data-science

Visualize-ML/Linear-Algebra-Made-Easy---Learn-with-Python-and-Visualization

This is a comprehensive tutorial on linear algebra, designed for developers, with Python and visualization.

1.4K
Stable
Jupyter Notebook
Tutorials & Courses
Machine Learning
Python
#linear-algebra#data-visualization#machine-learning

mratsim/Arraymancer

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices.

1.4K
Active
Nim
ML Ops
API Frameworks
#tensor#linear-algebra#machine-learning

tensor-compiler/taco

Tensor Algebra Compiler (taco) is a C++ library for computing sparse tensor expressions on CPUs and GPUs.

1.3K
Experimental
C++
ML Ops
Databases
#tensor-algebra#sparse-tensor#linear-algebra

owlbarn/owl

A GitHub repository for Owl, a OCaml Scientific Computing framework

1.3K
Stable
OCaml
OCaml
#scientific-computing#numerical-calculations#optimization

fortran-lang/stdlib

Fortran Standard Library provides a comprehensive set of numerical and scientific computing routines for Fortran developers.

1.3K
Active
Fortran
API Frameworks
Databases
#fortran#numerical-methods#scientific-computing

rustgd/cgmath

A linear algebra and mathematics library for computer graphics in Rust.

1.2K
Archived
Rust
API Frameworks
CLI Tools
Rust
#linear-algebra#mathematics#computer-graphics

bbodi/notecalc3

NoteCalc is a calculator that brings the advantages of Soulver to the web, built with Rust and WebAssembly.

1.2K
Archived
Rust
Frontend Frameworks
API Frameworks
Rust
#calculator#linear-algebra#math

DrWaleedAYousef/Teaching

A collection of teaching materials covering various topics in computer science, data science, and mathematics.

1.0K
Archived
Mathematica
Tutorials & Courses
Data Science
#computer-science#data-science#mathematics

towardsai/tutorials

A collection of AI-related tutorials and resources for developers, focused on topics like machine learning, NLP, and data science.

1.0K
Archived
Jupyter Notebook
Tutorials & Courses
Tutorials & Courses
Python
#machine-learning#data-science#deep-learning
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