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283 search results found

Tf Quant Finance ⭐ 4,031

High-performance TensorFlow library for quantitative finance.

Gophernotes ⭐ 3,766

The Go kernel for Jupyter notebooks and nteract.

Scimlbook ⭐ 1,722

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

Torchdyn ⭐ 1,187

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

Fortran Standard Library

Python library for arbitrary-precision floating-point arithmetic

Optimize floating-point expressions for accuracy

Gridap.jl ⭐ 618

Grid-based approximation of partial differential equations in Julia

Numerical Mooc ⭐ 603

A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.

A C++ header-only library of statistical distribution functions.

Probnum ⭐ 407

Probabilistic Numerics in Python.

Compecon2020 ⭐ 370

Computational Economics Course 2020 by Kenneth Judd

Findiff ⭐ 361

Python package for numerical derivatives and partial differential equations in any number of dimensions.

Numerical Analysis Examples ⭐ 350

Numerical Analysis Implementations in Various Languages

Calcpad ⭐ 252

Free and open source software for mathematical and engineering calculations.

The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)

PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks

Materials for book: "Markov Chains for programmers"

Riemann_book ⭐ 215

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.

Iheartla ⭐ 192

compilable markdown for linear algebra

Scilean ⭐ 179

Scientific computing in Lean 4

Polymath ⭐ 166

Scientific Computing with Pharo

Numerical_exercises ⭐ 166

An introduction to numerical methods for astrophysical hydrodynamics

Pde Net ⭐ 149

PDE-Net: Learning PDEs from Data

Topological Data Analysis in Python

Finetools.jl ⭐ 139

Finite Element tools in Julia

Calculonumerico ⭐ 134

Escrita colaborativa de recursos educacionais abertos sobre cálculo numérico.

A Simple Finite Element Method program (AsFem)

Python Bigdata ⭐ 128

Data science and Big Data with Python

A framework for high-performance domain decomposition methods.

Dh Core ⭐ 118

Functional data science

Csmath 2019 ⭐ 111

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU

Neuralrdes ⭐ 109

Code for: "Neural Rough Differential Equations for Long Time Series", (ICML 2021)

Fortran Object-Oriented Differential-equations Integration Environment, FOODIE

Numerical Methods Pdes ⭐ 106

Jupyter notebook class notes for Numerical Methods for PDEs

开源Go语言数值算法库(An open numerical library purely based on Go programming language)

Quant Notes ⭐ 101

Quantitative Interview Preparation Guide, updated version here ==>

🎯 Accurate sums and dot products for Python.

A computational methods and simulation toolkit

Sparse Linear Algebra ⭐ 80

Numerical computation in native Haskell

Deep R Programming (Open-Access Textbook)

Numericalnim ⭐ 77

A collection of numerical methods written in Nim

Mlinterp ⭐ 74

Fast arbitrary dimension linear interpolation in C++

Numerical Methods Python ⭐ 72

Numerical methods implementation in Python.

Fractionaldiffeq.jl ⭐ 70

Solve Fractional Differential Equations using high performance numerical methods

A LAPACK implementation for Go [DEPRECATED]

Fem Book ⭐ 65

Pybobyqa ⭐ 64

Python-based Derivative-Free Optimization with Bound Constraints

Gcmma Mma Python ⭐ 63

Python implementation of the Method of Moving Asymptotes (MMA)

High level linear algebra library for Dlang

Package for performing fixed-point, arbitrary-precision arithmetic in Python.

Numerical Methods Fortran ⭐ 54

Solving linear, nonlinear equations, ordinary differential equations, ... using numerical methods in fortran

Rcppnumerical ⭐ 53

Rcpp Integration for Numerical Computing Libraries

Fasterneuraldiffeq ⭐ 52

Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)

Nagpythonexamples ⭐ 52

Examples and demos showing how to call functions from the NAG Library for Python

Modern Fortran Numerical Differentiation Library

Easy converter between Kanji-Number and Integer

Double_pendulum ⭐ 49

Animations of random double pendulums

Diffeqml Research ⭐ 48

This repository contains code released by DiffEqML Research

Modular spatio-temporal models for epidemic and pandemic simulations

Diffgeoops ⭐ 47

Python implementation of the paper "Discrete Differential-Geometry Operators for Triangulated 2-Manifolds" by Meyer et. al. VisMath 2002

Codebase for RS-MET products (Robin Schmidt's Music Engineering Tools)

Fortran Related Books ⭐ 46

Books with Fortran code, other than textbooks

Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool

A C++ ML and numerical analysis API, with an accompanying scripting language.

Numerical_stats ⭐ 44

Introduction to Numerical Methods and Statistics with Jupyter Notebooks & Python

Numerical Optimization Books ⭐ 43

Collected study materials in Numerical Optimization ANU@MATH3514(HPC)

Torch_de_solver ⭐ 42

Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs

Quantpde ⭐ 42

A high-performance, open-source, header-only C++(>=11) library for pricing derivatives.

Freecappuccino ⭐ 41

A three-dimensional unstructured finite volume code for fluid flow simulations.

Numdl Coursenotes ⭐ 40

Course notes for graduate-level class on numerical methods for deep learning

Massively parallel FEM code for phase-field for fracture by Dolbow Lab at Duke University

NOSNOC is an open source software package for NOnSmooth Numerical Optimal Control.

Numerics Notes ⭐ 40

Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing

Quantumcontrol.jl ⭐ 39

Julia Framework for Quantum Dynamics and Control

Num Dual ⭐ 39

Generalized (hyper-) dual numbers in rust

Burkardt Fortran 90 ⭐ 39

Classification of John Burkardt's many Fortran 90 codes

Optimization ⭐ 39

Some numerical optimization methods implemented in Haskell

Cpp Examples ⭐ 38

Numerical C++ examples.

Crystalla ⭐ 37

Crystal library for Numerical Methods. It binds to LAPACK and is unashamedly inspired by Numpy.

Programs for "Numerical Methods for Physics" by Alejandro Garcia

Python-based Derivative-Free Optimizer for Least-Squares

Mechanics ⭐ 36

Learn how to solve complex engineering mechanics problems using Python 3 and the industry's best practices.

Poisson Solver 2d ⭐ 34

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

Framework and implementation for mathematical optimization and solving non-linear systems of equations.

Numqm_basic ⭐ 34

A mini-course offered to Undergrad physics students

Gridapgeosciences.jl ⭐ 33

Gridap drivers for geoscience applications

Conjugategradients ⭐ 33

Implementation of ConjugateGradients method using C and Nvidia CUDA

Functions, examples and data from the first and the second edition of "Numerical Methods and Optimization in Finance" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658). This repository mirrors https://gitlab.com/NMOF/NMOF .

public domain fast scalar math routines

Pydiffgame ⭐ 29

PyDiffGame is a Python implementation of a Nash Equilibrium solution to Differential Games, based on a reduction of Game Hamilton-Bellman-Jacobi (GHJB) equations to Game Algebraic and Differential Riccati equations, associated with Multi-Objective Dynamical Control Systems

Code for efficient solution of oscillatory ordinary differential equations

Engineering Toolkit for Java

Numerical Methods ⭐ 27

COMP 361/5611 at Concordia University

Pycannyedge ⭐ 27

Educational Python implementation of the Canny Edge Detector

Numericalanalysis ⭐ 26

Repository for Numerical Analysis course given by Assoc. Prof. Dr. Bora Canbula at Computer Engineering Department of Manisa Celal Bayar University.

WENO interpolation Object Oriented Fortran library

1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow

BoSSS is a flexible framework for the development, evaluation & application of numerical discretization schemes based on the Discontinuous Galerkin method

1-100 of 283 search results

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