Numerical Methods Python Packages

mpmath

Python library for arbitrary-precision floating-point arithmetic

pyroots

Pure python solvers for single-variable equations.

findiff

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

kanjize

Kanjize(カンジャイズ): Easy converter between Kanji-Number and Integer

py-bobyqa

Python-based Derivative-Free Optimization with Bound Constraints

dfo-ls

Python-based Derivative-Free Optimizer for Least-Squares

tff-nightly

High-performance TensorFlow library for quantitative finance.

matplobblib

The library provides a set of tools and functions for various subject areas, including Analysis and Data Structures (AISD), Probability Theory and Mathematical Statistics (TViMS), Machine Learning (ML), and Numerical Methods (NM).

ngstrefftz

Add-On to NGSolve for Trefftz methods

sde-sim-rs

Powerful and flexible SDE simulation library with Rust-accelerated Monte-Carlo

vqe-pennylane

Python toolkit for Variational Quantum Eigensolver (VQE), QPE, and QITE workflows for quantum chemistry simulations using PennyLane, supporting reproducible hybrid quantum–classical experiments, using PennyLane.

acoustotreams

A Python package for acoustic wave scattering based on the T-matrix method

pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

spfpm

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

desolver

A Python library for solving Initial Value Problems using various numerical integration methods.

qnm

Python package for computing Kerr quasinormal mode frequencies, separation constants, and spherical-spheroidal mixing coefficients

open-flash

A Python package for semi-analytical hydrodynamics modeling including matched eigenfunction expansion method

tedeous

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

qsvt-pennylane

Educational utilities and examples for Quantum Singular Value Transformation (QSVT) using PennyLane.

acoutreams

A Python package for acoustic scattering based on the T-matrix method

num-dual

Generalized (hyper-) dual numbers in rust

pipeschrod

⚛️ PipeSchrod: An intuitive, pipeline-based Python library to define, solve, and visualize Schrödinger equation. Supports multiple potential models (Cornell, Harmonic) and solvers (Matrix, Numerov). Build quantum mechanics pipelines effortlessly using the >> operator! 🚀

memilio-simulation

Part of MEmilio project, Python bindings to the C++ libraries that contain the models and simulations.

qml-pennylane

Modular PennyLane-based quantum machine learning suite for classification, regression, and quantum kernel methods.