GeostatsGuy
Full Professor at The University of Texas at Austin working on Spatial Data Analytics, Geostatistics and Machine Learning
@UTAustinAustin, TX, USA
Pinned Repositories
2DayCourse
My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz
DataScienceInteractivePython
Python interactive dashboards for learning data science
ExcelNumericalDemos
A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz
GeoDataSets
Synthetic datasets for geoscience (geo)statistical modeling
GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatistics in a Python package. Now with many additional methods. I hope this resources is helpful, Prof. Michael Pyrcz
GeostatsPy_Intro_Course
Introduction to spatial data analytics and machine learning with GeostatsPy Python package
GeostatsPyDemos
Well-documented demonstration workflows with the GeostatsPy package.
MachineLearningCourse
My graduate level machine learning course, including student machine learning projects.
PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
Resources
Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz
GeostatsGuy's Repositories
GeostatsGuy/PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
GeostatsGuy/DataScienceInteractivePython
Python interactive dashboards for learning data science
GeostatsGuy/GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) from Fortran to Python, Geostatistics in a Python package. Now with many additional methods. I hope this resources is helpful, Prof. Michael Pyrcz
GeostatsGuy/Resources
Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz
GeostatsGuy/GeostatsPy_Intro_Course
Introduction to spatial data analytics and machine learning with GeostatsPy Python package
GeostatsGuy/ExcelNumericalDemos
A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz
GeostatsGuy/GeoDataSets
Synthetic datasets for geoscience (geo)statistical modeling
GeostatsGuy/MachineLearningCourse
My graduate level machine learning course, including student machine learning projects.
GeostatsGuy/GeostatsPyDemos
Well-documented demonstration workflows with the GeostatsPy package.
GeostatsGuy/GeostatsGuy
Information about me.
GeostatsGuy/geostatsr
Geostatistical utilities and tutorial in R. For the tutorials I have included Rmarkdown html files.
GeostatsGuy/PGE383_SubsurfaceModeling
Graduate course on subsurface modeling
GeostatsGuy/Machine_Learning
1 Day Machine Learning Course
GeostatsGuy/MultivariateModeling
Short course on multivariate modeling
GeostatsGuy/GeostatsLectures
(Geo)statistical course materials released for anyone to use (.pdf format). Enjoy! I'm happy to discuss.
GeostatsGuy/GeostatsMachineLearning_Course
GeostatsGuy/MLTrainingImages
Machine learning training images.
GeostatsGuy/Geostats_ML_2Day
Two day course on geostats and machine learning
GeostatsGuy/SubsurfaceMachineLearning
Short course on subsurface data analytics and machine learning.
GeostatsGuy/52things
52 Things You Should Know About Geocomputing
GeostatsGuy/GeostatsPy_Course_2
Course on the GeostatsPy Python geostatistics package covering uncertainty modeling with declustering and simulation.
GeostatsGuy/GeostatsPyDemos_Book
GeostatsPyDemos Online Book
GeostatsGuy/RandomTools
Random tools to support decision making in like
GeostatsGuy/EnergyAI_2021_Hackathon
GeostatsGuy/GSLIB_MacOS
Executables for GSLIB on Mac OS
GeostatsGuy/Undergraduate_Research
Undergraduate research projects.
GeostatsGuy/DIRECT
Digital Reservoir Characterization Technology Consortium, UT Austin
GeostatsGuy/Heterogeneity_Course
GeostatsGuy/GithubMergeExercise
GeostatsGuy/curriculum