Numerical Integration Python Packages

mpmath

Python library for arbitrary-precision floating-point arithmetic

scikit-sundae

Python bindings to SUNDIALS differential algebraic equation solvers

tff-nightly

High-performance TensorFlow library for quantitative finance.

symbolica

Symbolica is a high-performance computer algebra library for Python and Rust. Manipulate large expressions, match patterns, and generate optimized numerical code — at unprecedented speed.

pympdata

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab

scientific-computing-system

Pure-Python computational science with zero runtime dependencies: linear algebra, ODE/PDE solvers, quadrature, Monte Carlo, statistics, signal processing, quantum simulation, uncertainty quantification, sensitivity analysis, dimensional analysis, and reproducible workflows.

mcfit

multiplicatively convolutional fast integral transforms, implementing FFTLog

pyquad

A lightweight, parallel python wrapper for the GSL integration library

torchsympy

SymPy-to-Torch conversion and numerical integration helpers.

pympdata-examples

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia, Rust and Matlab

paramonte

ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.

cognitive-discovery-platform

Pure-Python computational science with zero runtime dependencies: linear algebra, ODE/PDE solvers, quadrature, Monte Carlo, statistics, signal processing, quantum simulation, uncertainty quantification, sensitivity analysis, dimensional analysis, and reproducible workflows.

cognitive-discovery-system

Pure-Python computational science with zero runtime dependencies: linear algebra, ODE/PDE solvers, quadrature, Monte Carlo, statistics, signal processing, quantum simulation, uncertainty quantification, sensitivity analysis, dimensional analysis, and reproducible workflows.

qc-grid

Python library for numerical integration, interpolation, and differentiation on (molecular) grids.

torchquad

Numerical integration in arbitrary dimensions on the GPU using PyTorch / TF / JAX

tf-quant-finance

High-performance TensorFlow library for quantitative finance.

gauss-jacobi-quad

A permissively licensed set of Fortran routines for the Gauss Jacobi Quadrature

cleanode

Сustomized collection of ODE solvers

numericals

Numerical methods in pure Python

libsymtorch

SymPy-to-Torch conversion and numerical integration helpers.

hankl

hankl is a lightweight Python implementation of the FFTLog algorithm for Cosmology

idesolver

A general-purpose numerical integro-differential equation solver

cupyint

FlashQuad is a user-friendly Python library for numerical integration with GPU acceleration

tklds

Python package and open direction-number data for high-dimensional Sobol’ sequences, including the 50,000-dimensional tkrg-a-ap5 set for quasi-Monte Carlo simulation.