Lian Liu's repositories
addons
Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
autodiff
automatic differentiation made easier for C++
EM3DANI
A Julia package for isotropic/anisotropic 3D forward modeling of frequency-domain electromagnetic (CSEM and MT) data.
femtic
FEMTIC is a 3-D magnetotelluric inversion code. FEMTIC is made by object-oriented programming with C++.
gempy
GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.
GeoPhyInv.jl
A Julia Toolbox for Geophysical Modeling and Inverse Problems
geosci-labs
collection of notebook-apps for concepts in applied geophysics
gimli
Geophysical Inversion and Modeling Library :earth_africa:
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
liblbfgs
libLBFGS: a library of Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS)
math
The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic modeling, linear algebra, and equation solving.
MT3D_CPSO
3D inversion code for MT data using CPSO optimization
mtpy
Python toolbox for standard Magnetotelluric (MT) data analysis
NUTS
python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011
obspy
ObsPy: A Python Toolbox for seismology/seismological observatories.
POT
POT : Python Optimal Transport
pyamg
Algebraic Multigrid Solvers in Python
pydiso
A python wrapper for the pardiso solver
PyEVTK
EVTK (Export VTK) package allows exporting data to binary VTK files for visualization and data analysis
pykonal
Travel-time calculator based on the fast-marching method solution to the Eikonal equation.
pytorch-mdn
Mixture Density Networks for PyTorch
pywt
PyWavelets - Wavelet Transforms in Python
scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
simpeg
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
stan
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
tf-pwa
Partial Wave Analysis using TensorFlow.