David Zhen Yin's repositories
AutoBEL-v1.0
This is the repository for the Auto-BEL implementation in Python
MPS-BedMappingV1
This is the python opensource repo for basal mapping from radar line data using multiple-point geostatistics (MPS)
DGSA_Light
This is a light version of DGSA, written in Python
Tree-based_Direct_Sampling
This is the first version of the Tree-based Direct Sampling (TDS), with 2D Antactica Topography modeling case as example.
BeautifulAlgorithms.jl
Concise and beautiful algorithms written in Julia
cmcrameri
A wrapper around Fabio Crameri's perceptually uniform colourmaps for geosciences
CNN_based_impedance_inversion
Convolutional neural network for seismic impedance inversion
DataScienceForGeosciences
Data Science for Geosciences @ Stanford
EclGym
Reservoir Simulation environment for Reinforcement Learning. Eclipse Integration for Gym toolkit.
GeoStats.jl
An extensible framework for high-performance geostatistics in Julia
GeostatsPy
Reimplementation of GSLIB, Spatial Data Analytics and Geostatistics in a Python package.
GS240_resources
This repo contain resources for GS240
GS260_resources
Tutorials and resources for GS 260 Uncertainty Quantification in Subsurface Systems
HPGL-GUI
This is GUI for High Perfomance Geostatistics Library
probability
Probabilistic reasoning and statistical analysis in TensorFlow
QUSS
Companion code for Scheidt, C, Li, L, and Caers, J. K. Quantifying Uncertainty in Subsurface Systems, John Wiley & Sons, 2017.
ras2las
Well log digitalization
SALib
Sensitivity Analysis Library in Python (Numpy). Contains Sobol, Morris, Fractional Factorial and FAST methods.
scikit-gstat
Geostatistical variogram estimation expansion in the scipy style
sdyinzhen.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
SeReMpy
Seismic Reservoir Modeling Python package
tensorflow
An Open Source Machine Learning Framework for Everyone