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Python Data Science Handbook: full text in Jupyter Notebooks
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Collection of notebooks about quantitative finance, with interactive python code.
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
A course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
A benchmark dataset for data-driven weather forecasting
Predicting Forex Future Price with Machine Learning
Advanced Signal Processing Notebooks and Tutorials
computational physics class taught at UNLV (Phys300)
material for the CSU-led machine learning tutorial for earth science research
Student Workbook Repository for the wrf-python Tutorial
Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospheric and land-surface parameters)
HRLDAS (High Resolution Land Data Assimilation System)
Catalogue of resources (R/Python/SQL/SAS/Stata/...) to reproduce the results of Eurostat Statistics Explained articles
Jupyter Python Notebooks of "Computational Physics", Landau, Paez, Bordeianu
Repository to provide utility scripts that could make everyday life easy
Tutorials for Sensitivity Analysis using SALib
Computational Fluid Dynamics in Python
Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.
Tutorial Jupyter Notebooks for the 'CESM-Lab' environment
This tutorial was prepared for the BIG-MAP AI school January 2022 by Jonas Busk ([email protected]).
Following Steve Brunton's book and code