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PythonNumericalDemos
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael PyrczResources
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 PyrczGeostatsPy_Intro_Course
Introduction to spatial data analytics and machine learning with GeostatsPy Python packageExcelNumericalDemos
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 Pyrcz2DayCourse
My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael PyrczGeoDataSets
Synthetic datasets for geoscience (geo)statistical modelingMachineLearningCourse
My graduate level machine learning course, including student machine learning projects.PGE383_SubsurfaceModeling
Graduate course on subsurface modelinggeostatsr
Geostatistical utilities and tutorial in R. For the tutorials I have included Rmarkdown html files.GeostatsGuy
Information about me.MachineLearning_StudentProjects
My graduate students complete Machine Learning projects that they have agreed to share.Machine_Learning
1 Day Machine Learning CourseLectureExercises
The exercises from my Introduction to Geostatistics available on YouTube on the GeostatsGuy Lectures Channel.5DayGeostats_DataAnalytics
5-day course on Geostatistics, Data Analytics and Machine LearningMLTrainingImages
Machine learning training images.InteractivePython
GeostatsLectures
(Geo)statistical course materials released for anyone to use (.pdf format). Enjoy! I'm happy to discuss.GeostatsMachineLearning_Course
DataAnalytics_Geostatistics
2 Day short course on spatial stat analytics, geostatistics and machine learning.2DayCourse_Exercises
SubsurfaceMachineLearning
Short course on subsurface data analytics and machine learning.Geostats_ML_2Day
Two day course on geostats and machine learningGeostatsPy_Course_2
Course on the GeostatsPy Python geostatistics package covering uncertainty modeling with declustering and simulation.RandomTools
Random tools to support decision making in likeUndergraduate_Research
Undergraduate research projects.GSLIB_MacOS
Executables for GSLIB on Mac OSEnergyAI_2021_Hackathon
GeostatsPyDemos
Well-documented demonstrations of the GeostatsPy package for geostatistics and spatial data analytics.PGE379_SubsurfaceMachineLearning
Course in subsurface machine learning.Heterogeneity_Course
DIRECT
Digital Reservoir Characterization Technology Consortium, UT Austininteractive_geostatr
A collection of interactive geostatistical tutorials in Jupyter Notebooks / Binder.GSLIB_Windows
Static builds of GSLIB for Windows to solve issues with missing DLL files.RepeatableResearch
Workflows for my published papers for repeatability.DataScience_Interactive_Python
Python interactive dashboards for learning data scienceGSLIBTools
FORTRAN tools to assist with building geostatistical workflows.MachineLearningDemos
well-documented demonstration Python Jupyter workflows for many common machine learning workflowsMachineLearningDemos_Book
Applied Machine Learning in Python e-BookLove Open Source and this site? Check out how you can help us