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84 search results found
Tf Quant Finance
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4,031
High-performance TensorFlow library for quantitative finance.
Kratos
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924
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.
Mpmath
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904
Python library for arbitrary-precision floating-point arithmetic
Probnum
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407
Probabilistic Numerics in Python.
Findiff
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361
Python package for numerical derivatives and partial differential equations in any number of dimensions.
Pndm
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244
The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)
Riemann_book
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215
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
Iheartla
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192
compilable markdown for linear algebra
Pytda
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144
Topological Data Analysis in Python
Python Bigdata
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128
Data science and Big Data with Python
Hpddm
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123
A framework for high-performance domain decomposition methods.
Csmath 2019
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111
This mathematics course is taught for the first year Ph.D. students of computer science and related areas @ZJU
Accupy
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99
๐ฏ Accurate sums and dot products for Python.
Proteus
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81
A computational methods and simulation toolkit
Numerical Methods Python
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72
Numerical methods implementation in Python.
Pybobyqa
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64
Python-based Derivative-Free Optimization with Bound Constraints
Gcmma Mma Python
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63
Python implementation of the Method of Moving Asymptotes (MMA)
Spfpm
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62
Package for performing fixed-point, arbitrary-precision arithmetic in Python.
Fasterneuraldiffeq
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52
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
Nagpythonexamples
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52
Examples and demos showing how to call functions from the NAG Library for Python
Kanjize
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51
Easy converter between Kanji-Number and Integer
Double_pendulum
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49
Animations of random double pendulums
Diffgeoops
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47
Python implementation of the paper "Discrete Differential-Geometry Operators for Triangulated 2-Manifolds" by Meyer et. al. VisMath 2002
Torch_de_solver
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42
Combines power of torch, numerical methods to conquer and solve ALL {O,P}DEs
Num Dual
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39
Generalized (hyper-) dual numbers in rust
Mechanics
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36
Learn how to solve complex engineering mechanics problems using Python 3 and the industry's best practices.
Dfols
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36
Python-based Derivative-Free Optimizer for Least-Squares
Numqm_basic
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34
A mini-course offered to Undergrad physics students
Poisson Solver 2d
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34
Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.
Pydiffgame
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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
Pycannyedge
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27
Educational Python implementation of the Canny Edge Detector
Vlapy
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25
1D-1V Vlasov-Poisson(-Fokker-Planck), Plasma Physics PDE Simulation Tool in NumPy and experiment management in MLFlow
Descent
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24
First-order optimization tools
Inteq
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23
Solve various integral equations using numerical methods in Python
Gpt Pinn
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22
Generative Pre-Trained Physics-Informed Neural Networks Implementation
Mri Nufft
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21
Doing non-Cartesian MR Imaging has never been so easy.
Dfogn
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20
DFO-GN: Derivative-Free Optimization using Gauss-Newton
Nvidia Modulus Airfoil Optimisation
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20
Using NVIDIA modulus for airfoil optimizations at different angles.
Qnm
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20
Python package for computing Kerr quasinormal mode frequencies, separation constants, and spherical-spheroidal mixing coefficients
Pyqentangle
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20
Quantum Entanglement in Python
Computing In Cee
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19
Computing in Civil and Environmental Engineering
Pararealml
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19
A machine learning boosted parallel-in-time differential equation solver framework.
Deep_kolmogorov
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18
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning (NeurIPS 2020)
Hdp
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18
A numerical library for High-Dimensional option Pricing problems, including Fourier transform methods, Monte Carlo methods and the Deep Galerkin method
Nmmn
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17
Miscellaneous methods for: astronomy, dealing with arrays, statistical distributions, computing goodness-of-fit, numerical simulations and much more
Cfd Fundamental
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16
Implementation of the 12 steps approach to the Navier-Stokes equations, essential for simulating fluid dynamics.
Benchmarkspythonjuliaandco
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15
Benchmark(s) of numerical programs with Python (and Scipy, Pythran, Numba), Julia and C++.
Comp_physchem_basic
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15
A mini-course offered to Undergrad chemistry students
Numerical Analysis
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15
This repository contains homework solution of the Numerical analysis lesson at Shahid Beheshti University.
Scikit Datasmooth
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14
scikits.datasmooth repository
Pymongeampere
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13
Python interface for a 2D optimal transport / Monge Ampรจre solver using Laguerre diagrams
Assignment Bank
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13
Contribute alternative assignments for Numerical Methods with Python
Fenics Topopt
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13
Topology optimization with finite element analysis in FEniCS. Final project for CSCI-GA.2420: Numerical Methods II at New York University.
Double Pendulum Motion Animation
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12
Animation of the motion a double-pendulum. Both Julia and Python versions of the code are given.
Algebraic Differentiators
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12
AlgDiff is a Python class implementing all necessary tools for the design, analysis, and discretization of algebraic differentiators. An interface to Matlab is also provided.
Sdopt Tearing
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12
Exact and heuristic methods for tearing
Nlp.py
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11
A Python environment for large-scale optimization.
Spsa
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11
A simple implementation of SPSA with automatic learning rate tuning
Numerical Bric A Brac
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10
Numerical Methods with Python, Numpy and Matplotlib
Desolver
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10
A Python library for solving Initial Value Problems using various numerical integration methods.
Pyik
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10
Python Instrument Kit: A collection of tools for data analysis and plotting
Nmisp
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10
Numerical Methods in SciPy
Numerica
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10
Numerical analysis methods implemented in Python.
Pygpe
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9
Library for numerically solving the Gross-Pitaevskii equations for scalar, two-component, spin-1, and spin-2 Bose-Einstein condensate systems.
Book.feelpp.org
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9
๐ The Feel++ Book
Sci Cpy
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8
Scientific Computation Methods in C and Python (Open for Hacktoberfest)
Python Numerical Analysis
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8
Implementation of Numerical Analysis algorithms/methods in Python
Numerical Methods
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8
This is a repository for math proves based in numerical methods and some python softwares for my studies
Shaw
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8
Performance-portable C++ code for simulating elastic shear waves in an axisymmetric domain.
Virtualelementmethods
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8
A Python implementation of the paper "The virtual element method in 50 lines of MATLAB" by Oliver J. Sutton
Numerical_methods_macroeconomics
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8
A repository for TA sessions of a Quantitative Macroeconomics PhD course at Bocconi University. Some non-related but neighboring material is included.
Graphflow
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8
Algorithms for Graph Flow Analysis
Firedrake_scripts
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8
Minimal working examples applying Finite Element Method with Firedrake framework
Diffeqzoo
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7
A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiological models, IVPs, BVPs, and more.
Numericalmethods
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7
Contains Jupyter notebooks and other materials prepared for the course Numerical Methods offered at TIFR Hyderabad (https://moldis-group.github.io/teaching.html)
Pyqtnumsim
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7
A Qt interface for verbose numerical methods assignments.
Numerical Methods
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7
Material de ensino para um curso sobre Mรฉtodos Numรฉricos
Adv Optimization Physics Py
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6
๐๐ฉ ๐ป๐๐บ๐ฒ๐ฟ๐ถ๐ฐ๐ฎ๐น ๐บ๐ฒ๐๐ต๐ผ๐ฑ๐ ๐ณ๐ผ๐ฟ ๐ฝ๐ต๐๐๐ถ๐ฐ๐: ๐ฑ๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐๐ถ๐ฎ๐๐ถ๐ผ๐ป, ๐ผ๐ฟ๐ฑ๐ถ๐ป๐ฎ๐ฟ๐, ๐ฎ๐ฑ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป ๐ฎ๐ป๐ฑ ๐ต๐๐ฝ๐ฒ๐ฟ๐ฏ๐ผ๐น๐ถ๐ฐ ๐ฝ๐ฎ๐ฟ๐๐ถ๐ฎ๐น ๐ฑ๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐๐ถ๐ฎ๐น ๐ฒ๐พ๐
Runge Kutta4
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6
Basic implementation 4th order Runge Kutta method for ODE's
Pydhm
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6
A Python library to numerically recover the complex wavefield information of samples from Digital Holographic Microscopy (DHM) recordings. Phase compensation, phase-shifting methods, and numerical propagators for different configurations and types of recordings in DHM are provided.
Trajectory Simulation Pelican Robot
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6
Trajectory simulation of the Pelican Prototype Robot of the CICESE Research Center, Mexico. The position control used was PD control with gravity compensation and the 4th order Runge-Kutta method.
Qfipy
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6
Portfolio optimization package in Python.
Pyroots
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6
Pure python solvers for single-variable equations.
Sharpness_detection_autofocus
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5
A contrast-based autofocusing algorithm using sample images to determine the optimal focal distance for DSLR cameras
Vector Field Topolgy 2d
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5
An intuitive visualization of vector fields.
Fcontin
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5
Numerical Continuation using just the residual. 5k+ downloads
Numericalpoissongeometry
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5
Numerical Finance
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5
Numerical Methods in Finance
Pressio Demoapps
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5
Suite of 1D, 2D, 3D demo apps of varying complexity with built-in support for sample mesh and exact Jacobians
Lib Math
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5
๐ฐ A mathematical library in C (Portable to Python3) having implementation of numerical-methods, Gamma, Bessel, trigonometric, hyperbolic, approximation functions from scratch
Numgrids
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5
Working with numerical grids made easy.
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