Awesome GitHub RepositoriesScientific Computing

Torch7 is a scientific computing environment and tensor computation library used for deep learning research and numerical analysis. It functions as a Lua-based framework for training neural networks and learning agents, providing a toolkit for implementing architectures and training through reinforcement learning algorithms. The project is distinguished by its tight integration with C, utilizing a binding layer to map high-level scripting to low-level C structures for direct memory access. It supports hardware-accelerated computation by offloading linear algebra and convolution operations to

Gonum is a numerical computing library for the Go programming language, providing a collection of packages for scientific computing, linear algebra, statistics, and optimization. It functions as a framework for performing complex numerical computations and solving systems of linear equations. The project includes a dedicated graph analysis framework for modeling network graphs and solving connectivity and pathfinding problems. It also provides a statistical analysis toolkit for computing descriptive and inferential statistics and estimating mixture entropy. The library's capability surface c

Tablesaw is a Java dataframe library designed for manipulating, filtering, and aggregating structured data. It serves as a toolkit for statistical analysis, data visualization, and machine learning execution within the Java Virtual Machine. The project provides specialized tools for computing descriptive statistics and generating cross-tabulations. It includes a visualization library for creating histograms and scatter plots, as well as a framework for executing linear regression, clustering, and classification tasks through integration with statistical libraries. The library covers a broad

A well tested and comprehensive Golang statistics library package with no dependencies.

A repository for plotting and visualizing data

Master repository for the JGraphT project

Ruby algorithms and data structures. C extensions

The Universal Storage Engine

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

ID3-based implementation of the ML Decision Tree algorithm

Primary repository for the Trilinos Project

tools for working with streams of data

DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration

Types and utilities for working with 2d geometry in Golang

Calling Python functions from the Ruby language

Data Analysis in RUby

Tools for scientific computation in Ruby

A coupling library and ecosystem for partitioned multi-physics and multi-scale simulations, including surface and volume coupling.

Official gem repository: Ruby kernel for Jupyter/IPython Notebook

C++ library for solving large sparse linear systems with algebraic multigrid method