pylops
CommunityMatrix-free operators for large inverse problems.
Software Engineering#optimization#deconvolution#seismic#matrix-free#linear-operators#inverse-problems#pylops
AuthorSteadfastAsArt
Version1.0.0
Installs0
System Documentation
What problem does it solve?
PyLops provides a matrix-free framework to build, combine, and invert large linear operators without forming explicit matrices, enabling scalable seismic deconvolution, tomography, and inverse problems in geoscience.
Core Features & Use Cases
- Matrix-free operator algebra: construct forward and adjoint operators, stack, and compose for complex workflows.
- Flexible solvers: normal equations, LSQR, CGLS, FISTA, and regularized inversions for robust solutions.
- Domain integration: supports seismic deconvolution, inversion, and imaging pipelines in geoscience.
Quick Start
Define a forward operator, provide the data, and run a solver to recover the unknown signal.
Dependency Matrix
Required Modules
pylopsmatplotlibnumpy
Components
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: pylops Download link: https://github.com/SteadfastAsArt/geoscience-skills/archive/main.zip#pylops Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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