GeostatsGuy / PythonNumericalDemosLinks
Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.
☆1,449Updated 4 months ago
Alternatives and similar repositories for PythonNumericalDemos
Users that are interested in PythonNumericalDemos are comparing it to the libraries listed below
Sorting:
- Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resourc…☆383Updated last week
- GeostatsPy Python package for spatial data analytics and geostatistics. Started as a reimplementation of GSLIB, Geostatistical Library (D…☆529Updated 6 months ago
- Python interactive dashboards for learning data science☆1,634Updated last month
- well-documented demonstration Python Jupyter workflows for many common machine learning workflows☆48Updated 8 months ago
- An Introduction to Statistical Learning with Applications in PYTHON☆541Updated 3 years ago
- PyMC educational resources☆2,009Updated 5 months ago
- A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics…☆110Updated 11 months ago
- ☆525Updated last year
- Synthetic datasets for geoscience (geo)statistical modeling☆95Updated this week
- Causal Inference and Discovery in Python by Packt Publishing☆881Updated 3 weeks ago
- Introduction to spatial data analytics and machine learning with GeostatsPy Python package☆157Updated last year
- GSTools - A geostatistical toolbox: random fields, variogram estimation, covariance models, kriging and much more☆604Updated last month
- Python-centered read-along of Forecasting: Principles and Practice☆507Updated 8 months ago
- Well-documented demonstration workflows with the GeostatsPy package.☆55Updated 10 months ago
- Errata and code for Effective Pandas book☆363Updated 2 years ago
- Bayesian Analysis with Python (Second Edition)☆665Updated last year
- How to do Bayesian statistical modelling using numpy and PyMC3☆665Updated 2 years ago
- ☆281Updated last year
- Up-to-date version of labs for ISLP☆978Updated last month
- Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python☆933Updated 2 years ago
- Teaching materials for the applied machine learning course at Cornell Tech (online edition)☆1,129Updated 2 years ago
- ☆1,428Updated 6 months ago
- Introduction to GIS Programming☆381Updated last month
- PythonMaps Workshop for Scipy 2022☆106Updated 4 months ago
- Curated list of interactive ML demos☆351Updated 2 months ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆682Updated 3 years ago
- 🐍 code I post on the web☆92Updated 2 months ago
- This repository contains everything you need to become proficient in Machine Learning☆578Updated last year
- Information about me.☆42Updated last year
- Examples of PyMC models, including a library of Jupyter notebooks.☆326Updated 3 weeks ago