100 Days of ML Coding
- machine-learning
- machine-learning-algorithms
- infographics
- tutorial
Repository Index
47,133 repositories indexed
1–24 of 55 · Most stars
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"
A collection of algorithms and data structures
- algorithms
- linear-algebra
- graph-theory
- search-algorithms
Google's Operations Research tools:
- combinatorial-optimization
- linear-programming
- operations-research
- optimization
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
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 learn...
- java
- gpu
- deeplearning
- neural-nets
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
CUDA Templates and Python DSLs for High-Performance Linear Algebra
- cuda
- deep-learning
- deep-learning-library
- cpp
Statistical Machine Intelligence & Learning Engine
- machine-learning
- regression
- clustering
- manifold-learning
A library for visualization and creative-coding
- typescript
- visualization
- graphics
- creative-coding
Math.NET Numerics
- math
- numerics
- linear-algebra
- fsharp
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
BLAS-like Library Instantiation Software Framework
- blis
- blas
- blas-libraries
- linear-algebra
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
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
- optimization
- nonlinear
- derivatives
- code-generation
LAPACK development repository
- linear-algebra
- lapack
- blas
- lapacke
Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.
- scientific-computing
- linear-algebra
- differential-equations
- sparse-systems
DirectXMath is an all inline SIMD C++ linear algebra library for use in games and graphics apps
Owl - OCaml Scientific Computing @ https://ocaml.xyz
- matrix
- linear-algebra
- ndarray
- statistical-functions
C++ library for solving large sparse linear systems with algebraic multigrid method
- amg
- c-plus-plus
- sparse-linear-systems
- opencl
Parallel solvers for sparse linear systems featuring multigrid methods.
- math-physics
- library
- hpc
- radiuss
A header-only C++ library for large scale eigenvalue problems
- eigenvalues
- arpack
- linear-algebra
- spectra
Numerical linear algebra software package
- linear-algebra
- hpc
- gpu-computing
- cuda