SlideShare une entreprise Scribd logo
1  sur  7
Télécharger pour lire hors ligne
A Utilitarian Introduction to
Matplotlib
20APR2013
Drew Arnett
a.arnett@ieee.org
whoami
• B.S. Electrical Engineering
• python user
– test control sw
– data analysis and processing
• utilitarian user of matplotlib
Presentation overview
Matplotlib.org doc is very good
… so mostly demo
References
• matplotlib.org +++ documentation
– gallery
– plotting commands summary
– examples
– navigation keyboard shortcuts
• Related:
– Numpy
– Scipy
– IPython
• Alternatives
References
• matplotlib.org +++ documentation
– gallery http://matplotlib.org/gallery.html
– plotting commands summary
http://matplotlib.org/api/pyplot_summary.html
– examples http://matplotlib.org/examples/index.html
– navigation keyboard shortcuts
http://matplotlib.org/users/navigation_toolbar.html
• Related:
– Numpy http://www.numpy.org/
– Scipy http://www.scipy.org/
– Ipython http://ipython.org/
• Alternatives
Usage
• Alternatives importing and use style
• Pylab
• Ipython
• Pythonic
• Backends
– Interactive
– Raster/vector
– GUI APIs
Demos
• Examples with S&P closing data (and another
example to show a two scales plot)
• Real world examples

Contenu connexe

En vedette

Introduction to Python and Matplotlib
Introduction to Python and MatplotlibIntroduction to Python and Matplotlib
Introduction to Python and MatplotlibFrançois Bianco
 
Matplotlib demo code
Matplotlib demo codeMatplotlib demo code
Matplotlib demo codepythonsd
 
Introduction to plotting in Python
Introduction to plotting in Python Introduction to plotting in Python
Introduction to plotting in Python bzamecnik
 
Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...
Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...
Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...No Bu
 
データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~
データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~
データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~The Japan DataScientist Society
 
Data Scientist Workbench - dots0729
Data Scientist Workbench - dots0729Data Scientist Workbench - dots0729
Data Scientist Workbench - dots0729s. kaijima
 

En vedette (6)

Introduction to Python and Matplotlib
Introduction to Python and MatplotlibIntroduction to Python and Matplotlib
Introduction to Python and Matplotlib
 
Matplotlib demo code
Matplotlib demo codeMatplotlib demo code
Matplotlib demo code
 
Introduction to plotting in Python
Introduction to plotting in Python Introduction to plotting in Python
Introduction to plotting in Python
 
Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...
Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...
Literate Computing for Infrastructure - インフラ・コード化の実践におけるIPython (Jupyter) Not...
 
データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~
データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~
データ分析に必要なスキルをつけるためのツール~Jupyter notebook、r連携、機械学習からsparkまで~
 
Data Scientist Workbench - dots0729
Data Scientist Workbench - dots0729Data Scientist Workbench - dots0729
Data Scientist Workbench - dots0729
 

Similaire à Matplotlib presentation 20 apr2013 final

PhD Thesis: Mining abstractions in scientific workflows
PhD Thesis: Mining abstractions in scientific workflowsPhD Thesis: Mining abstractions in scientific workflows
PhD Thesis: Mining abstractions in scientific workflowsdgarijo
 
Performance and Abstractions
Performance and AbstractionsPerformance and Abstractions
Performance and AbstractionsMetosin Oy
 
PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)
PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)
PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)Databricks
 
Kurator: Towards Data Curation for Mere Mortals
Kurator: Towards Data Curation for Mere MortalsKurator: Towards Data Curation for Mere Mortals
Kurator: Towards Data Curation for Mere MortalsBertram Ludäscher
 
Austin Python Learners Meetup - Everything you need to know about programming...
Austin Python Learners Meetup - Everything you need to know about programming...Austin Python Learners Meetup - Everything you need to know about programming...
Austin Python Learners Meetup - Everything you need to know about programming...Danny Mulligan
 
Python VS GO
Python VS GOPython VS GO
Python VS GOOfir Nir
 
Python introduction
Python introductionPython introduction
Python introductionRoger Xia
 
OWASP 2013 APPSEC USA ZAP Hackathon
OWASP 2013 APPSEC USA ZAP HackathonOWASP 2013 APPSEC USA ZAP Hackathon
OWASP 2013 APPSEC USA ZAP HackathonSimon Bennetts
 
Reproducible AI using MLflow and PyTorch
Reproducible AI using MLflow and PyTorchReproducible AI using MLflow and PyTorch
Reproducible AI using MLflow and PyTorchDatabricks
 
Guider: An Integrated Runtime Performance Analyzer on AGL
Guider: An Integrated Runtime Performance Analyzer on AGLGuider: An Integrated Runtime Performance Analyzer on AGL
Guider: An Integrated Runtime Performance Analyzer on AGLPeace Lee
 
from ai.backend import python @ pycontw2018
from ai.backend import python @ pycontw2018from ai.backend import python @ pycontw2018
from ai.backend import python @ pycontw2018Chun-Yu Tseng
 
Python For Audio Signal Processing ( PDFDrive ).pdf
Python For Audio Signal Processing ( PDFDrive ).pdfPython For Audio Signal Processing ( PDFDrive ).pdf
Python For Audio Signal Processing ( PDFDrive ).pdfshaikriyaz89
 
Random Thoughts on Paper Implementations [KAIST 2018]
Random Thoughts on Paper Implementations [KAIST 2018]Random Thoughts on Paper Implementations [KAIST 2018]
Random Thoughts on Paper Implementations [KAIST 2018]Taehoon Kim
 
Data analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomicsData analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomicsAltuna Akalin
 

Similaire à Matplotlib presentation 20 apr2013 final (20)

PhD Thesis: Mining abstractions in scientific workflows
PhD Thesis: Mining abstractions in scientific workflowsPhD Thesis: Mining abstractions in scientific workflows
PhD Thesis: Mining abstractions in scientific workflows
 
Python ml
Python mlPython ml
Python ml
 
Performance and Abstractions
Performance and AbstractionsPerformance and Abstractions
Performance and Abstractions
 
PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)
PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)
PyTorch - an ecosystem for deep learning with Soumith Chintala (Facebook AI)
 
OpenML Tutorial ECMLPKDD 2015
OpenML Tutorial ECMLPKDD 2015OpenML Tutorial ECMLPKDD 2015
OpenML Tutorial ECMLPKDD 2015
 
Kurator: Towards Data Curation for Mere Mortals
Kurator: Towards Data Curation for Mere MortalsKurator: Towards Data Curation for Mere Mortals
Kurator: Towards Data Curation for Mere Mortals
 
Austin Python Learners Meetup - Everything you need to know about programming...
Austin Python Learners Meetup - Everything you need to know about programming...Austin Python Learners Meetup - Everything you need to know about programming...
Austin Python Learners Meetup - Everything you need to know about programming...
 
Python VS GO
Python VS GOPython VS GO
Python VS GO
 
Scipy, numpy and friends
Scipy, numpy and friendsScipy, numpy and friends
Scipy, numpy and friends
 
Python introduction
Python introductionPython introduction
Python introduction
 
OWASP 2013 APPSEC USA ZAP Hackathon
OWASP 2013 APPSEC USA ZAP HackathonOWASP 2013 APPSEC USA ZAP Hackathon
OWASP 2013 APPSEC USA ZAP Hackathon
 
Reproducible AI using MLflow and PyTorch
Reproducible AI using MLflow and PyTorchReproducible AI using MLflow and PyTorch
Reproducible AI using MLflow and PyTorch
 
Guider: An Integrated Runtime Performance Analyzer on AGL
Guider: An Integrated Runtime Performance Analyzer on AGLGuider: An Integrated Runtime Performance Analyzer on AGL
Guider: An Integrated Runtime Performance Analyzer on AGL
 
from ai.backend import python @ pycontw2018
from ai.backend import python @ pycontw2018from ai.backend import python @ pycontw2018
from ai.backend import python @ pycontw2018
 
Sci computing using python
Sci computing using pythonSci computing using python
Sci computing using python
 
Python For Audio Signal Processing ( PDFDrive ).pdf
Python For Audio Signal Processing ( PDFDrive ).pdfPython For Audio Signal Processing ( PDFDrive ).pdf
Python For Audio Signal Processing ( PDFDrive ).pdf
 
Random Thoughts on Paper Implementations [KAIST 2018]
Random Thoughts on Paper Implementations [KAIST 2018]Random Thoughts on Paper Implementations [KAIST 2018]
Random Thoughts on Paper Implementations [KAIST 2018]
 
Introduction_to_Python.pptx
Introduction_to_Python.pptxIntroduction_to_Python.pptx
Introduction_to_Python.pptx
 
Data analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomicsData analysis patterns, tools and data types in genomics
Data analysis patterns, tools and data types in genomics
 
Intelligent Search
Intelligent SearchIntelligent Search
Intelligent Search
 

Plus de pythonsd

Pep 465 - Matrix Multiplication in Python
Pep 465 - Matrix Multiplication in PythonPep 465 - Matrix Multiplication in Python
Pep 465 - Matrix Multiplication in Pythonpythonsd
 
Sqlalchemy lightning talk
Sqlalchemy lightning talkSqlalchemy lightning talk
Sqlalchemy lightning talkpythonsd
 
PythonSD Test Driven Django Development Workshop
PythonSD Test Driven Django Development WorkshopPythonSD Test Driven Django Development Workshop
PythonSD Test Driven Django Development Workshoppythonsd
 
Blaze the-evolution-of-numpy
Blaze the-evolution-of-numpyBlaze the-evolution-of-numpy
Blaze the-evolution-of-numpypythonsd
 
Django production
Django productionDjango production
Django productionpythonsd
 
Django Toolbox
Django ToolboxDjango Toolbox
Django Toolboxpythonsd
 
Why Python 3
Why Python 3Why Python 3
Why Python 3pythonsd
 

Plus de pythonsd (7)

Pep 465 - Matrix Multiplication in Python
Pep 465 - Matrix Multiplication in PythonPep 465 - Matrix Multiplication in Python
Pep 465 - Matrix Multiplication in Python
 
Sqlalchemy lightning talk
Sqlalchemy lightning talkSqlalchemy lightning talk
Sqlalchemy lightning talk
 
PythonSD Test Driven Django Development Workshop
PythonSD Test Driven Django Development WorkshopPythonSD Test Driven Django Development Workshop
PythonSD Test Driven Django Development Workshop
 
Blaze the-evolution-of-numpy
Blaze the-evolution-of-numpyBlaze the-evolution-of-numpy
Blaze the-evolution-of-numpy
 
Django production
Django productionDjango production
Django production
 
Django Toolbox
Django ToolboxDjango Toolbox
Django Toolbox
 
Why Python 3
Why Python 3Why Python 3
Why Python 3
 

Dernier

Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024D Cloud Solutions
 
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDEADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDELiveplex
 
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfIaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfDaniel Santiago Silva Capera
 
COMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a WebsiteCOMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a Websitedgelyza
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesMd Hossain Ali
 
UiPath Studio Web workshop series - Day 8
UiPath Studio Web workshop series - Day 8UiPath Studio Web workshop series - Day 8
UiPath Studio Web workshop series - Day 8DianaGray10
 
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Will Schroeder
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdfPedro Manuel
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPathCommunity
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfAijun Zhang
 
9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding TeamAdam Moalla
 
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...DianaGray10
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024SkyPlanner
 
Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Brian Pichman
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UbiTrack UK
 
Crea il tuo assistente AI con lo Stregatto (open source python framework)
Crea il tuo assistente AI con lo Stregatto (open source python framework)Crea il tuo assistente AI con lo Stregatto (open source python framework)
Crea il tuo assistente AI con lo Stregatto (open source python framework)Commit University
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1DianaGray10
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Adtran
 

Dernier (20)

Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024Artificial Intelligence & SEO Trends for 2024
Artificial Intelligence & SEO Trends for 2024
 
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDEADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
ADOPTING WEB 3 FOR YOUR BUSINESS: A STEP-BY-STEP GUIDE
 
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdfIaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
IaC & GitOps in a Nutshell - a FridayInANuthshell Episode.pdf
 
COMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a WebsiteCOMPUTER 10 Lesson 8 - Building a Website
COMPUTER 10 Lesson 8 - Building a Website
 
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just MinutesAI Fame Rush Review – Virtual Influencer Creation In Just Minutes
AI Fame Rush Review – Virtual Influencer Creation In Just Minutes
 
UiPath Studio Web workshop series - Day 8
UiPath Studio Web workshop series - Day 8UiPath Studio Web workshop series - Day 8
UiPath Studio Web workshop series - Day 8
 
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
Apres-Cyber - The Data Dilemma: Bridging Offensive Operations and Machine Lea...
 
Nanopower In Semiconductor Industry.pdf
Nanopower  In Semiconductor Industry.pdfNanopower  In Semiconductor Industry.pdf
Nanopower In Semiconductor Industry.pdf
 
UiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation DevelopersUiPath Community: AI for UiPath Automation Developers
UiPath Community: AI for UiPath Automation Developers
 
Machine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdfMachine Learning Model Validation (Aijun Zhang 2024).pdf
Machine Learning Model Validation (Aijun Zhang 2024).pdf
 
9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team9 Steps For Building Winning Founding Team
9 Steps For Building Winning Founding Team
 
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
Connector Corner: Extending LLM automation use cases with UiPath GenAI connec...
 
Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024Salesforce Miami User Group Event - 1st Quarter 2024
Salesforce Miami User Group Event - 1st Quarter 2024
 
Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )Building Your Own AI Instance (TBLC AI )
Building Your Own AI Instance (TBLC AI )
 
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
UWB Technology for Enhanced Indoor and Outdoor Positioning in Physiological M...
 
20230104 - machine vision
20230104 - machine vision20230104 - machine vision
20230104 - machine vision
 
Crea il tuo assistente AI con lo Stregatto (open source python framework)
Crea il tuo assistente AI con lo Stregatto (open source python framework)Crea il tuo assistente AI con lo Stregatto (open source python framework)
Crea il tuo assistente AI con lo Stregatto (open source python framework)
 
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1UiPath Platform: The Backend Engine Powering Your Automation - Session 1
UiPath Platform: The Backend Engine Powering Your Automation - Session 1
 
Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™Meet the new FSP 3000 M-Flex800™
Meet the new FSP 3000 M-Flex800™
 
20150722 - AGV
20150722 - AGV20150722 - AGV
20150722 - AGV
 

Matplotlib presentation 20 apr2013 final

  • 1. A Utilitarian Introduction to Matplotlib 20APR2013 Drew Arnett a.arnett@ieee.org
  • 2. whoami • B.S. Electrical Engineering • python user – test control sw – data analysis and processing • utilitarian user of matplotlib
  • 3. Presentation overview Matplotlib.org doc is very good … so mostly demo
  • 4. References • matplotlib.org +++ documentation – gallery – plotting commands summary – examples – navigation keyboard shortcuts • Related: – Numpy – Scipy – IPython • Alternatives
  • 5. References • matplotlib.org +++ documentation – gallery http://matplotlib.org/gallery.html – plotting commands summary http://matplotlib.org/api/pyplot_summary.html – examples http://matplotlib.org/examples/index.html – navigation keyboard shortcuts http://matplotlib.org/users/navigation_toolbar.html • Related: – Numpy http://www.numpy.org/ – Scipy http://www.scipy.org/ – Ipython http://ipython.org/ • Alternatives
  • 6. Usage • Alternatives importing and use style • Pylab • Ipython • Pythonic • Backends – Interactive – Raster/vector – GUI APIs
  • 7. Demos • Examples with S&P closing data (and another example to show a two scales plot) • Real world examples