Light

grufoony / programmingcoursedifa Goto Github PK

View Code? Open in Web Editor NEW

This project forked from unibodifabiophysics/programmingcoursedifa

1.0 0.0 0.0 29.03 MB

slides for the programming course of the physics department of the university of Bologna

Home Page: https://unibodifabiophysics.github.io/programmingCourseDIFA/

Shell 0.01% Python 0.01% HTML 88.19% Jupyter Notebook 11.80%

programmingcoursedifa's Introduction

programmingCourseDIFA

slides for the programming course of the physics department of the university of Bologna

online slides

the slides can be seen live at:

https://unibodifabiophysics.github.io/programmingCourseDIFA/

suggestions for the project

details about the exam (lesson 00)

general module

01_introduction

02_reviewing_fundamentals_of_programming

03_version_control

04_testing

05_debugging_and_logging__kill_the_print

06_Vectorization

07_Scientific_computation_libraries

08_Data_pipelines_and_Snakemake

09_DataFrame_and_Pandas

10_object_oriented_programming_sklearn

Applied Physics module

AF_01_random_generation_and_montecarlo

AF_02_Differential_Equations_analysis

AF_03_continuous_time_random_walks

AF_04_random_sampling_and_statistics

AF_05_functional_programming_part_1

AF_06_functional_programming_part_2

AF_07_command_line_applications

AF_08_Documentation_and_API

AF_10_remote_server_management

older lectures

AF_04_random_chain_text_generation

Suggested Books

Effective Computation in Python, O'Reilly

http://physics.codes/

Repositories with How To's

https://github.com/physycom/sysconfig

https://github.com/UniboDIFABiophysics/HOWto

Reference material for the scientific Python programming

Think Python v2 - free online book

https://greenteapress.com/wp/think-python-2e/

Scipy Lecture Notes - Introduction to the python scientific environment

https://scipy-lectures.org/

From Python to Numpy - focuses on the numpy library for numerical calculations

https://www.labri.fr/perso/nrougier/from-python-to-numpy/

artiles about data analysis and visualization

Tidy Data

http://vita.had.co.nz/papers/tidy-data.pdf

Data organization in spreadsheets

https://doi.org/10.7287/peerj.preprints.3183v1

Data visualization literacy: Definitions, conceptual frameworks, exercises, and assessments

www.pnas.org/cgi/doi/10.1073/pnas.1807180116

Ten Simple Rules for Better Figures

https://doi.org/10.1371/journal.pcbi.1003833

programmingcoursedifa's People

Contributors

Stargazers

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.
Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
TensorFlow

An Open Source Machine Learning Framework for Everyone
Django

The Web framework for perfectionists with deadlines.
Laravel

A PHP framework for web artisans
D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
web

Some thing interesting about web. New door for the world.
server

A server is a program made to process requests and deliver data to clients.
Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Visualization

Some thing interesting about visualization, use data art
Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft

Open source projects and samples from Microsoft.
Google

Google ❤️ Open Source for everyone.
Alibaba

Alibaba Open Source for everyone
D3

Data-Driven Documents codes.
Tencent

China tencent open source team.