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Scientific Computing Group

Description

A group that has an interest in scientific computing, programming, collaborating, and learning tools that can help one become more productive and efficient.

Objectives

  • Teach, guide, and build a group that has interest in learning basic scientific computing skills, learning how to program, and learning tools and techniques to help become more productive, efficient, and computationally sound.
  • Collaborate and share knowledge.
  • Help improve and expand computing skills.
  • Learn and follow the best practices in scientific computing.

Topics

  • Unix Shell - for learning basic commands/language to communicate with a computer; basis for learning how to program.
  • Version Control with Git - for learning how to track, reproduce, and share work efficiently.
  • Programming with Python - for learning how to program and to write programs in a modular and testable way.
  • Scientific libraries including:
    • numpy - fundamental package for scientific computing; includes arrays and matrices
    • matplotlib - 2-D plotting library that produces publication quality figures in various formats
    • scipy - package for scientific computing that includes routines for statistics, numerical differentiation, numerical integration, optimization, etc.
  • And much more ... please see Recently Covered Topics and Upcoming Topics

Meetings

Time: Each week on Wednesday's and Friday's from 12:00 PM EST - 1:00 PM EST.

Outline/Structure:

  1. Overview of previous covered/discussed material
  2. Discuss objective(s) for the meeting.
  3. Give introduction to topic
  4. Watch a related brief video that covers the topic. (if applicable)
  5. Work through hands-on examples together.
  6. Discuss topic covered and answer any outstanding questions.

How to attend: Contact Jeremiah Lant to get added to the email list and receive invites to the meetings. Anyone is welcome.

Recordings: Each meeting (live and unrehearsed) is recorded and made available at a time of your convenience at the USGS FTP site:

ftp://ftpext.usgs.gov/pub/er/ky/louisville/jglant/scientific-computing-group/recordings/

Material:

data/                   --->            data files used in meetings
meetings/               --->            directories for each meeting  
    yyyy-mm-dd_topic/   --->            meeting summaries (yyyy-mm-dd_topic.md) and code directory (if applicable)
presentations/          --->            meeting presentations (yyyy-mm-dd_topic.pdf)
resources/               
    git/                --->            useful Git related documents
    python/             --->            useful Python related documents, code snippets, scripts
    resources.md        --->            useful resources for Git, Python, Scientific Computing

Software Recommendations:

Recently Covered Topics

Dates Topic
4/11/2014 - 5/7/2014 Introduction to Unix
5/9/2014 - 5/21/2014 Introduction to Version Control with Git
5/28/2014 - 7/2/2014 Introduction to Python - basics, print, control structures, lists, dictionary, strings, file i/o, sys module
8/5/2014 SciPy 2014 Conference Discussion
8/8/2014 - current Mini Project - read and process sample data files, functions, aliasing, debugging, testing

Upcoming Topics


Resources

Please see resources


Contact

Jeremiah Lant
Hydrologist
U.S. Geological Survey
Kentucky Water Science Center
Louisville, Kentucky 40299
(502) 493-1949
jlant@usgs.gov

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Repository for a group that has an interest in scientific computing, programming, collaborating, and learning tools that can help one become more productive and efficient.

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