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matrix-calculations

weijie-chen/Linear-Algebra-With-Python

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.

Jupyter Notebook
2487
1 年前

Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导教程

288
3 年前

Social Network Analysis and Visualization software application.

C++
238
5 个月前

C++ Matrix -- High performance and accurate (e.g. edge cases) matrix math library with expression template arithmetic operators

C++
121
1 年前
Lua
100
9 个月前

Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool

Scala
70
6 年前

Calcolatrice Matriciale sviluppata in C per tutte le operazioni con le matrici ed anche algoritmo di Laplace e calcolo della matrice inversa

C
46
9 个月前

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

Jupyter Notebook
43
2 年前

Safe and fast mathematical operations with static arrays in the Rust programming language

Rust
42
4 年前

ParserNG is a powerful , fast math expression parser that parses and evaluates math expressions, does differential calculus(symbolic) evaluations, numerical integration, equation solving(quadratic, Tartaglia's, numerical solutions of other equations) , matrix operations and statistics amongst other functionality. It is written in pure java and has no native dependencies.

Java
41
6 个月前

YiShape-Math is a Java math library that provides NumPy-like functionalities including vector & matrix operations, data visualization, statistics, optimization, time series, signal processing, audio analysis, image processing and machine learning models.

Java
39
6 天前

Handle vectors and matrices in Excel with Lambda functions. Conduct statistical and econometric analysis with ease. No VBA!

30
4 个月前

Coordinate transformations play a pivotal role in computer graphics, robotics, and the broader domains of mathematics and physics. This project introduces a novel computable coordinate system object that bridges the gap between theoretical frameworks and numerical computations.

C++
23
5 天前