scientificcomputingfortherestofus

Introduction to Scientific Computing 🦊

https://github.com/tpoisot/scientificcomputingfortherestofus

Science Score: 44.0%

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    Low similarity (11.5%) to scientific vocabulary

Keywords

best-practices data-science educational-resources julia machine-learning reproducible-documents scientific-computing

Keywords from Contributors

ecology networks
Last synced: 6 months ago · JSON representation ·

Repository

Introduction to Scientific Computing 🦊

Basic Info
Statistics
  • Stars: 124
  • Watchers: 10
  • Forks: 13
  • Open Issues: 13
  • Releases: 0
Topics
best-practices data-science educational-resources julia machine-learning reproducible-documents scientific-computing
Created over 8 years ago · Last pushed over 1 year ago
Metadata Files
Readme Contributing License Code of conduct Citation

README.md

Scientific Computing (for the rest of us)

One specific challenge, when writing code as a scientist, is that we care a lot about getting the right answer; but of course, the right answer is not always obvious. So we should be very careful with the code we write. A piece of code that crashes is annoying; but a piece of code that runs, and give you the wrong answer can compromise your science and your career. This guide will help you adopt practices that make it less likely to introduce mistakes in your code, and more likely to catch them. Hopefully, this will let all of us write code we can trust more.

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Good principles in scientific computing can help you write code that is easier to maintain, easier to reproduce, and easier to debug. But it can be difficult to find an introduction to get you started. The goal of this project is to get you started on the most important points. You can use these lessons on your own, or as a group.

This material is aimed at people who have already interacted with a computer using a programming language (we use Julia, but the code is meant to be fairly general), but want to adopt best practices that make their code more robust. It can also be used to facilitate the onboarding of new people in your lab or your project.

Owner

  • Name: TimothĂ©e Poisot
  • Login: tpoisot
  • Kind: user
  • Location: MontrĂ©al, QuĂ©bec, Canada
  • Company: UniversitĂ© de MontrĂ©al

Professor of Quantitative & Computational Ecology. Interested in network theory, machine learning, and data science.

Citation (CITATION.cff)

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: Scientific Computing (for the rest of us)
message: >-
  If you use this material, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Timothée
    family-names: Poisot
    email: timothee.poisot@umontreal.ca
    affiliation: Université de Montréal
    orcid: 'https://orcid.org/0000-0002-0735-5184'

GitHub Events

Total
  • Watch event: 1
Last Year
  • Watch event: 1

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 402
  • Total Committers: 7
  • Avg Commits per committer: 57.429
  • Development Distribution Score (DDS): 0.04
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Timothée Poisot t****t@u****a 386
Zaki A z****i@l****a 6
gabrieldansereau g****u@h****m 5
FrancisBanville f****e@u****a 2
The Gitter Badger b****r@g****m 1
Konrad Hinsen k****n@f****t 1
Gracielle Higino g****o@h****m 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 69
  • Total pull requests: 57
  • Average time to close issues: 6 months
  • Average time to close pull requests: 2 days
  • Total issue authors: 6
  • Total pull request authors: 6
  • Average comments per issue: 0.75
  • Average comments per pull request: 1.47
  • Merged pull requests: 55
  • Bot issues: 8
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • github-actions[bot] (48)
  • tpoisot (46)
  • trashbirdecology (1)
  • bardo84 (1)
  • betatim (1)
  • khinsen (1)
Pull Request Authors
  • tpoisot (39)
  • dependabot[bot] (9)
  • FrancisBanville (2)
  • notZaki (2)
  • gitter-badger (1)
  • graciellehigino (1)
  • khinsen (1)
Top Labels
Issue Labels
report (48) automated issue (48) request for feedback (4) website (3) help wanted (2) question (1)
Pull Request Labels
dependencies (7) feedback (1)

Dependencies

.github/workflows/build.yml actions
  • actions/checkout v1.0.0 composite
  • actions/download-artifact v2 composite
  • actions/upload-artifact v2 composite
  • julia-actions/julia-buildpkg v1 composite
  • julia-actions/setup-julia v1 composite
  • peaceiris/actions-gh-pages v3 composite
  • peaceiris/actions-hugo v2 composite
  • thollander/actions-comment-pull-request v1 composite
.github/workflows/links.yml actions
  • actions/checkout v3 composite
  • lycheeverse/lychee-action v1.5.1 composite
  • peter-evans/create-issue-from-file v4 composite