Inverse Problems Python Packages

discretize

Discretization tools for finite volume and inverse problems.

pints

Probabilistic Inference on Noisy Time Series

simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

harmonica

Forward modeling, inversion, and processing gravity and magnetic data

deepinv

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

odl

Operator Discretization Library https://odl.readthedocs.io/

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

chaosmagpy

ChaosMagPy is a simple Python package for evaluating the CHAOS geomagnetic field model and other models of Earth's magnetic field.

pyproximal

PyProximal – Proximal Operators and Algorithms in Python

eispy2d

An Open-Source Python Library for the development of algorithms for 2D Electromagnetic Inverse Scattering Problems.

verifiable-labs

RL environments for scientific AI agents with conformal-calibrated rewards

mud

Maximal Updated Density equations for Data-Consistent Inversion

scico

Scientific Computational Imaging COde

multimodal-fusion

Fuse multi-modal electron microscopy datasets using inverse problems

mira-simpeg

Mira Geoscience fork of SimPEG: Simulation and Parameter Estimation in Geophysics

graphsl

Graph Source Localization Library

simpeg-drivers

Application to run SimPEG inversions on GEOH5 files, from Geoscience ANALYST

vlabs-calibrate

RL environments for scientific AI agents with conformal-calibrated rewards

verifiable-labs-envs

RL environments for scientific AI agents with conformal-calibrated rewards

pyunfold

Iterative unfolding for Python

mfa-estimator

PyPI package for MFA-based estimation in complex-valued linear inverse problems.

mud-examples

Maximal Updated Density Examples

qmm

Quadratic Majorize-Minimize Python toolbox

tomobar

TOmographic MOdel-BAsed Reconstruction (ToMoBAR) software