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65 search results found

Algorithms ⭐ 16,429

A collection of algorithms and data structures

Mathnet Numerics ⭐ 3,322

Math.NET Numerics

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

Math Php ⭐ 2,280

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

Ml Foundations ⭐ 2,224

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

Linear Algebra With Python ⭐ 2,160

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.

Hackermath ⭐ 1,339

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

Owl - OCaml Scientific Computing @ https://ocaml.xyz

Notecalc3 ⭐ 988

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

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Teaching ⭐ 802

Teaching Materials for Dr. Waleed A. Yousef

Swift Matrix Library

Grassmann.jl ⭐ 429

⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra

Basic Mathematics For Machine Learning ⭐ 418

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

Michael S Data Science Curriculum ⭐ 381

This is the companion curriculum to my guide to becoming a data scientist.

The Math Of Intelligence ⭐ 379

List of resources & possible pathway for the Math of Machine Learning and AI.

zzllrr mather(an offline tool for Math learning, education and research)小乐数学，离线可用的数学学习（自学或教学）、研究辅助工具。计划覆盖数学全部学科的解

Awesome Maths Learning ⭐ 269

😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.

Machine Learning Curriculum ⭐ 248

Complete path for a beginner to become a Machine Learning Scientist!

A library and extension that provides objects for scientific computing in PHP.

Fsharp.stats ⭐ 193

statistical testing, linear algebra, machine learning, fitting and signal processing in F#

Labs for the Foundations of Applied Mathematics curriculum.

Zalgebra ⭐ 187

Linear algebra library for games and real-time graphics.

Numerix ⭐ 162

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

Aardvark.base ⭐ 141

Aardvark.Base is the foundation of the open-source Aardvark Platform for visual computing, real-time graphics, and visualization.

Numpower ⭐ 139

PHP library for efficient scientific computing and array manipulation with GPU support

Mkl.net ⭐ 132

A simple cross platform .NET API for Intel MKL

Embeddedlapack ⭐ 122

Linear algebra for embedded system with MATLAB style

Mathter ⭐ 114

A flexible and fast matrix, transform and geometry library.

Foundational Knowledge For Programmers ⭐ 112

List of resources about foundational knowledge for programmers (supposed to last a few decades)

Mathematical PHP library for scientific computing

Awesome Machine Learning Deep Learning Mathematics ⭐ 110

A curated list of mathematics documents ,Concepts, Study Materials , Algorithms and Codes available across the internet for machine learning and deep learning

Quant Finance Resources ⭐ 95

Courses, Articles and many more which can help beginners or professionals.

Gsl Shell ⭐ 85

GSL library shell based on LuaJIT2

Intuitive Math ⭐ 82

Intuitive math descriptions and animations (like 3b1b)

Ml_linalg ⭐ 66

SIMD-based linear algebra and statistics for data science with dart

Undergraduate In Statistics ⭐ 60

Using Computer with your Statistics Major Course

A C++ Math Library Based on CUDA

Rust Scientific Libary. Matrix-vector laboratory, OpenBLAS, sparse direct solvers.

Algebralinear ⭐ 51

Escrita colaborativa de recursos educacionais abertos sobre álgebra linear.

Directsum.jl ⭐ 48

Tangent bundle, vector space and Submanifold definition

Maths Rs ⭐ 47

Linear algebra library for graphics and gamedev.

Optimath ⭐ 46

A #[no_std] LinAlg library

High Performance Computing (HPC) and Signal Processing Framework

General purpose math library for robot applications.

Abstracttensors.jl ⭐ 42

Tensor algebra abstract type interoperability setup

Publications ⭐ 42

My publications on Medium

Math_object_detection ⭐ 38

An image recognition/object detection model that detects handwritten digits and simple math operators. The output of the predicted objects (numbers & math operators) is then evaluated and solved.

Topologic ⭐ 35

Visualiser for basic geometric primitives and fractals in arbitrary-dimensional spaces

Poisson Solver 2d ⭐ 34

Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.

Anki Decks ⭐ 33

This is a collection of flashcard decks created for classes at Karlsruhe Institute of Technology.

Mathematics_for_machine_learning ⭐ 32

Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Scala Native BLAS (Basic Linear Algebra Subprograms) supporting Linux and macOS

Small C++17 library for vector and matrix computations

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...

Engineering Toolkit for Java

Linear Algebra And Its Applications ⭐ 28

Linear Algebra and Its Application(5th version) case study、project、application、exercise、code、notes and textbook

Mathematics_for_machine_learning ⭐ 28

Notes and step-by-step exercises resolution to aid students learning the base math for machine learning. Content summed up from the the course from the Imperial London College in Coursera.

Mathcore ⭐ 24

Advanced .NET math library (.NET Standard).

Pygamemath ⭐ 23

Math library for game programming in python.

Linear_algebra ⭐ 20

Solutions to Linear Algebra Done Right, by Sheldon Axler.

Cncc 2020 ⭐ 20

Computational Neuroscience Crash Course (University of Bordeaux, 2020)

Data Science Beginners Guide ⭐ 17

📊A Beginner's Guide To Data Science. 📈 📉Start your self-learning journey into the world of data right now.

Bitbasis.jl ⭐ 17

Types and operations for basis represented by bits in linear algebra.

Elm Linear Algebra ⭐ 16

2d Transforms 101 ⭐ 16

A presentation/tutorial on 2D transforms for practitioners

Algorithmica ⭐ 15

Implementation of DS and Algorithms in Rust

Loshu.js ⭐ 15

A linear algebra library for JavaScript 🔢

A simple and clean, glsl like, math (linear algebra) header only library for C.

Launchpad ⭐ 14

Resources to get started in Quantum Computing!

Theoretica ⭐ 14

A numerical and automatic mathematical library in C++ for scientific and graphical applications

Common C++ code

Math App Ml ⭐ 13

Essential mathematics for applied machine learning and data science

Yet another gl-matrix: faster and smaller.

Mathematics For Machine Learning Linear Algebra ⭐ 12

Ia Maths Jupyter ⭐ 11

Notebooks in support of of the Part IA (Michaelmas Term) mathematics course at the Department of Engineering at University of Cambridge

Sparse Matrix - Simple implementation of Sparse Matrix Operations in C++.

Elm Webgl Math ⭐ 11

A Matrix/Vector library for elm. Up to 4 dimensions. 3D Transformations mostly.

[js] Vector Transformation Visualization Tool — an educational tool

A Python toolbox for pentadiagonal linear systems

A Geometry library for 3D Game Engine

Mathematics For Machine Learning ⭐ 10

This repository contains the code for all the programming tasks of the Mathematics for Machine Learning courses taught at Coursera by Imperial College London

Mathematics For Ml Specialization ⭐ 10

This is the solution of the "Mathematics for Machine Learning Specialization" made by Coursera

Curriculum ⭐ 9

Links and resources to everything I am looking to study sometime in the future...

Elsheimy.components.linears ⭐ 9

My basic linear algebra library.

Matrix Ts ⭐ 9

fp-ts style mathematics library featuring: linear algebra, numerical methods, polynomials, and statistics

Ojalgo Linear Algebra Benchmark ⭐ 9

oj! Linear Algebra Benchmark

Ce125 Linear Algebra ⭐ 8

Linear Algebra Course Materials

Threejs Math ⭐ 8

Stand-alone version of three.js Math library with TypeScript support

A generic, modern and extensible numerical toolkit following the syntax and functionality of the GLSL shading language, but it packed with extra goodies

Hypemaths ⭐ 8

A extensible and easy way for advanced maths and its implementation in python!

OpenGL math library written in C.

Matrixdotnet ⭐ 8

Powerful .NET library for calculating matrix

Library for multidimensional data structures and matrices

DEPRECATED: Collection of math-related utilities developed at Body Labs

Eigen Malloc Free Pseudoinverse ⭐ 7

This extended Eigen C++ template library and wrapper provide a malloc-free Moore-Penrose pseudoinverse solver.

mzMath - a collection of typescript-based math helpers.

simple math (linear algebra, statistics) library in typescript - no dependencies

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