theodorb Goto Github PK

ams-ml-python-course

Machine Learning in Python for Environmental Science Problems AMS Short Course Material

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

configuring-wrf-3.8-on-ubuntu-server-16.04

Walkthrough and notes taken while configuring WRF v3.8 on Ubuntu Server 16.04 LTS at Laboratório de Modelagem Climática (LMC/INPA).

crosscompute-tutorials

Tutorials for building analytical tools

csc18

data

Repository for data in datasciencelabs

data-science-learning-resources

A collection of data science and machine learning resources that I've found helpful (I only post what I've read!)

dirt

Digital Imaging of Root Traits

effective-pandas

Source code for my collection of articles on using pandas.

elegant-scipy

1st Edition of Elegant SciPy (O'Reilly Publishers)

fastbook

The fastai book, published as Jupyter Notebooks

final_3rd_year_report

git_tutorial

presentation on how to use git

hydrus1d

Running hydrus in batch mode using Python 3. Written for Linux but can be accomodated to Windows OS

hydrusr

Utility functions to run the HYDRUS-1D soil-water flow model through R

images

introduction-to-python-bgu

Material for Python teaching

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

models

NetLogo Models Library

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

numerical-mooc

A collaborative educational initiative in computational science and engineering.

pcse

Repository for the Python Crop Simulation Environment

penman

Daily and hourly penman calculator according to FAO56

pyfinance

Python package designed for general financial and security returns analysis.

pynco

Python bindings for NCO

python4hydrus

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

richardsequation

Richards' Equation model

rosetta-v3-beta-

An Improved Rosetta Pedotransfer Function described in Zhang and Schaap, 2017. Adjusted to work with python 3.7