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bioinf-py

Illustrating Python via examples from bioinformatics

bumpy

Quick tutorial of scientific computing with Python using a real physics application.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

dat4

General Assembly's Data Science course in Washington, DC

decay-book

Resources for the book "Finite Difference Computing with Exponential Decay Models" by H. P. Langtangen

fdm-book

Resources for "The Craft of Finite Difference Computing with Partial Differential Equations" by H. P. Langtangen

fem-book

learn

:factory: Education resources for Chemical and Process Engineering written in Python

linear-algebra-with-python

basic linear algebra with Python!

machine_learning_examples

A collection of machine learning examples and tutorials.

methcomp

Python package providing functionality and plotting for chemistry method comparison

num-methods-for-pdes

Lecture material on numerical methods for partial differential equations.

odespy

Easy access in Python to a large collection of ODE solvers

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-cookbook

Pandas Cookbook, published by Packt

pandas_exercises

Practice your pandas skills!

pilot_plant_results

practical-time-series-analysis

Practical Time-Series Analysis, published by Packt

py-findpeaks

Overview of the peaks dectection algorithms available in Python

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pysat

pysat_point_spectra_gui

This repository contains code for a GUI for analyzing LIBS and other point spectra.

python-chemical-engineers

Introduction to Python for Chemical Engineers (crash course with additional resources)

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quickadd

QuickAdd for Obsidian

reveal.js

The HTML Presentation Framework

scaling-book

Resources for the book "Scaling of Differential Equations".

seglearn

Python module for machine learning multivariate time series:

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

statsmodels

Statsmodels: statistical modeling and econometrics in Python