| route-pattern | /:user_id/:repository |
| route-controller | files |
| route-action | disambiguate |
| fetch-nonce | v2:dab0481f-215b-4eec-4733-e3495e693f15 |
| current-catalog-service-hash | f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb |
| request-id | B026:2BDE8F:19A8AA7:240659C:696F5502 |
| html-safe-nonce | 56b5a42d95129a910eaee47b59d6d34e67313fe4b64140de7f10671132677049 |
| visitor-payload | eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJCMDI2OjJCREU4RjoxOUE4QUE3OjI0MDY1OUM6Njk2RjU1MDIiLCJ2aXNpdG9yX2lkIjoiODY3NDUzMzgyMzAyMzYzMzY2NiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9 |
| visitor-hmac | fce5d3f084a6c421e4b41674c2d8fcc22a50aa0661b32eca276b1c867ee2a651 |
| hovercard-subject-tag | repository:114051417 |
| github-keyboard-shortcuts | repository,copilot |
| google-site-verification | Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I |
| octolytics-url | https://collector.github.com/github/collect |
| analytics-location | // |
| fb:app_id | 1401488693436528 |
| apple-itunes-app | app-id=1477376905, app-argument=https://github.com/avinashrani/numpy-tutorial |
| twitter:image | https://opengraph.githubassets.com/79526495c0998585276f55fb1282b4cbed1e9a7127c56f7b5a8b1f42aa2c2861/avinashrani/numpy-tutorial |
| twitter:card | summary_large_image |
| og:image | https://opengraph.githubassets.com/79526495c0998585276f55fb1282b4cbed1e9a7127c56f7b5a8b1f42aa2c2861/avinashrani/numpy-tutorial |
| og:image:alt | Numpy beginner tutorial. Contribute to avinashrani/numpy-tutorial development by creating an account on GitHub. |
| og:image:width | 1200 |
| og:image:height | 600 |
| og:site_name | GitHub |
| og:type | object |
| hostname | github.com |
| expected-hostname | github.com |
| None | 49bb2ee76ae1b4ec758faefafda636ff20b05a9708bb290d28422cdf542ae979 |
| turbo-cache-control | no-preview |
| go-import | github.com/avinashrani/numpy-tutorial git https://github.com/avinashrani/numpy-tutorial.git |
| octolytics-dimension-user_id | 31450315 |
| octolytics-dimension-user_login | avinashrani |
| octolytics-dimension-repository_id | 114051417 |
| octolytics-dimension-repository_nwo | avinashrani/numpy-tutorial |
| octolytics-dimension-repository_public | true |
| octolytics-dimension-repository_is_fork | true |
| octolytics-dimension-repository_parent_id | 41163802 |
| octolytics-dimension-repository_parent_nwo | rougier/numpy-tutorial |
| octolytics-dimension-repository_network_root_id | 41163802 |
| octolytics-dimension-repository_network_root_nwo | rougier/numpy-tutorial |
| turbo-body-classes | logged-out env-production page-responsive |
| disable-turbo | false |
| browser-stats-url | https://api.github.com/_private/browser/stats |
| browser-errors-url | https://api.github.com/_private/browser/errors |
| release | 036f37fe552777ac9c6ee661957f947285aab936 |
| ui-target | canary-2 |
| theme-color | #1e2327 |
| color-scheme | light dark |
| Skip to content | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#start-of-content |
|
| https://patch-diff.githubusercontent.com/ |
|
Sign in
| https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Favinashrani%2Fnumpy-tutorial |
| GitHub CopilotWrite better code with AI | https://github.com/features/copilot |
| GitHub SparkBuild and deploy intelligent apps | https://github.com/features/spark |
| GitHub ModelsManage and compare prompts | https://github.com/features/models |
| MCP RegistryNewIntegrate external tools | https://github.com/mcp |
| ActionsAutomate any workflow | https://github.com/features/actions |
| CodespacesInstant dev environments | https://github.com/features/codespaces |
| IssuesPlan and track work | https://github.com/features/issues |
| Code ReviewManage code changes | https://github.com/features/code-review |
| GitHub Advanced SecurityFind and fix vulnerabilities | https://github.com/security/advanced-security |
| Code securitySecure your code as you build | https://github.com/security/advanced-security/code-security |
| Secret protectionStop leaks before they start | https://github.com/security/advanced-security/secret-protection |
| Why GitHub | https://github.com/why-github |
| Documentation | https://docs.github.com |
| Blog | https://github.blog |
| Changelog | https://github.blog/changelog |
| Marketplace | https://github.com/marketplace |
| View all features | https://github.com/features |
| Enterprises | https://github.com/enterprise |
| Small and medium teams | https://github.com/team |
| Startups | https://github.com/enterprise/startups |
| Nonprofits | https://github.com/solutions/industry/nonprofits |
| App Modernization | https://github.com/solutions/use-case/app-modernization |
| DevSecOps | https://github.com/solutions/use-case/devsecops |
| DevOps | https://github.com/solutions/use-case/devops |
| CI/CD | https://github.com/solutions/use-case/ci-cd |
| View all use cases | https://github.com/solutions/use-case |
| Healthcare | https://github.com/solutions/industry/healthcare |
| Financial services | https://github.com/solutions/industry/financial-services |
| Manufacturing | https://github.com/solutions/industry/manufacturing |
| Government | https://github.com/solutions/industry/government |
| View all industries | https://github.com/solutions/industry |
| View all solutions | https://github.com/solutions |
| AI | https://github.com/resources/articles?topic=ai |
| Software Development | https://github.com/resources/articles?topic=software-development |
| DevOps | https://github.com/resources/articles?topic=devops |
| Security | https://github.com/resources/articles?topic=security |
| View all topics | https://github.com/resources/articles |
| Customer stories | https://github.com/customer-stories |
| Events & webinars | https://github.com/resources/events |
| Ebooks & reports | https://github.com/resources/whitepapers |
| Business insights | https://github.com/solutions/executive-insights |
| GitHub Skills | https://skills.github.com |
| Documentation | https://docs.github.com |
| Customer support | https://support.github.com |
| Community forum | https://github.com/orgs/community/discussions |
| Trust center | https://github.com/trust-center |
| Partners | https://github.com/partners |
| GitHub SponsorsFund open source developers | https://github.com/sponsors |
| Security Lab | https://securitylab.github.com |
| Maintainer Community | https://maintainers.github.com |
| Accelerator | https://github.com/accelerator |
| Archive Program | https://archiveprogram.github.com |
| Topics | https://github.com/topics |
| Trending | https://github.com/trending |
| Collections | https://github.com/collections |
| Enterprise platformAI-powered developer platform | https://github.com/enterprise |
| GitHub Advanced SecurityEnterprise-grade security features | https://github.com/security/advanced-security |
| Copilot for BusinessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/premium-support |
| Pricing | https://github.com/pricing |
| Search syntax tips | https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax |
| documentation | https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax |
|
Sign in
| https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Favinashrani%2Fnumpy-tutorial |
|
Sign up
| https://patch-diff.githubusercontent.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=avinashrani%2Fnumpy-tutorial |
| Reload | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
| Reload | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
| Reload | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
|
avinashrani
| https://patch-diff.githubusercontent.com/avinashrani |
| numpy-tutorial | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
| rougier/numpy-tutorial | https://patch-diff.githubusercontent.com/rougier/numpy-tutorial |
|
Notifications
| https://patch-diff.githubusercontent.com/login?return_to=%2Favinashrani%2Fnumpy-tutorial |
|
Fork
0
| https://patch-diff.githubusercontent.com/login?return_to=%2Favinashrani%2Fnumpy-tutorial |
|
Star
0
| https://patch-diff.githubusercontent.com/login?return_to=%2Favinashrani%2Fnumpy-tutorial |
|
0
stars
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/stargazers |
|
165
forks
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/forks |
|
Branches
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/branches |
|
Tags
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tags |
|
Activity
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/activity |
|
Star
| https://patch-diff.githubusercontent.com/login?return_to=%2Favinashrani%2Fnumpy-tutorial |
|
Notifications
| https://patch-diff.githubusercontent.com/login?return_to=%2Favinashrani%2Fnumpy-tutorial |
|
Code
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
|
Pull requests
0
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/pulls |
|
Actions
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/actions |
|
Projects
0
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/projects |
|
Wiki
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/wiki |
|
Security
Uh oh!
There was an error while loading. Please reload this page.
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/security |
| Please reload this page | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
|
Insights
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/pulse |
|
Code
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
|
Pull requests
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/pulls |
|
Actions
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/actions |
|
Projects
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/projects |
|
Wiki
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/wiki |
|
Security
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/security |
|
Insights
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/pulse |
| Branches | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/branches |
| Tags | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tags |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/branches |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tags |
| 16 Commits | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/commits/master/ |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/commits/master/ |
| figures | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tree/master/figures |
| figures | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tree/master/figures |
| movies | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tree/master/movies |
| movies | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tree/master/movies |
| scripts | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tree/master/scripts |
| scripts | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tree/master/scripts |
| Makefile | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/Makefile |
| Makefile | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/Makefile |
| README.html | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/README.html |
| README.html | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/README.html |
| README.rst | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/README.rst |
| README.rst | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/README.rst |
| dana.css | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/dana.css |
| dana.css | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/dana.css |
| reset.css | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/reset.css |
| reset.css | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/reset.css |
| README | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#numpy-tutorial |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#nicolas-p-rougier |
|
| http://dx.doi.org/10.5281/zenodo.28817 |
| Introduction | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#introduction |
| The Game of Life | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#the-game-of-life |
| Exercises | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#exercises |
| Beyond this tutorial | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#beyond-this-tutorial |
| Quick references | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#quick-references |
| github | https://github.com/rougier/numpy-tutorial |
| Creative Commons
Attribution-ShareAlike 4.0 | http://creativecommons.org/licenses/by-sa/4.0 |
| http://www.labri.fr/perso/nrougier/teaching/numpy/numpy.html | http://www.labri.fr/perso/nrougier/teaching/numpy/numpy.html |
| Matplotlib tutorial | http://www.labri.fr/perso/nrougier/teaching/matplotlib/matplotlib.html |
| 100 Numpy exercices | http://www.labri.fr/perso/nrougier/teaching/numpy.100/index.html |
| Introduction | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#id2 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#introduction |
| The Game of Life | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#id3 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#the-game-of-life |
| game of life | http://en.wikipedia.org/wiki/Conway's_Game_of_Life |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/game-of-life.png |
| wikipedia | http://en.wikipedia.org/wiki/Cellular_automaton |
| glider | http://en.wikipedia.org/wiki/Glider_(Conway's_Life) |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/glider-00.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/glider-01.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/glider-02.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/glider-03.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/glider-04.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#the-way-of-python |
| python array interface | https://docs.python.org/3/library/array.html |
| game-of-life-python.py | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/scripts/game-of-life-python.py |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#the-way-of-numpy |
| many more different ways | http://docs.scipy.org/doc/numpy/reference/routines.array-creation.html |
| documentation | http://docs.scipy.org/doc/numpy/reference/arrays.dtypes.html |
| data type | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#data-type |
| indexing | http://docs.scipy.org/doc/numpy/reference/arrays.indexing.html |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#counting-neighbours |
| mailing list | http://mail.scipy.org/mailman/listinfo/numpy-discussion |
| Broadcasting | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#broadcasting |
| the broadcasting section | http://docs.scipy.org/doc/numpy/user/basics.broadcasting.html |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-3.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-4.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-5.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-6.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-7.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-8.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/neighbours-9.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#iterate |
| ravel | http://docs.scipy.org/doc/numpy/reference/generated/numpy.ravel.html?highlight=ravel#numpy.ravel |
| argwhere | http://docs.scipy.org/doc/numpy/reference/generated/numpy.argwhere.html |
| game-of-life-numpy.py | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/scripts/game-of-life-numpy.py |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#getting-bigger |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/game-of-life-big.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#a-step-further |
| Gray-Scott homepage | http://groups.csail.mit.edu/mac/projects/amorphous/GrayScott/ |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/movies/bacteria.mp4 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/movies/fingerprint.mp4 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/movies/zebra.mp4 |
| structured array | http://docs.scipy.org/doc/numpy/user/basics.rec.html |
| finite difference method | http://en.wikipedia.org/wiki/Discrete_Laplace_operator#Finite_Differences |
| gray-scott.py | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/scripts/gray-scott.py |
| Exercises | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#id4 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#exercises |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#neophyte |
| np.zeros | http://docs.scipy.org/doc/numpy/reference/generated/numpy.zeros.html |
| np.arange | http://docs.scipy.org/doc/numpy/reference/generated/numpy.arange.html |
| np.nonzero | http://docs.scipy.org/doc/numpy/reference/generated/numpy.nonzero.html |
| Random sampling | http://docs.scipy.org/doc/numpy/reference/routines.random.html |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#novice |
| linear algebra documentation | http://docs.scipy.org/doc/numpy/reference/routines.linalg.html |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#apprentice |
| Structured arrays | http://docs.scipy.org/doc/numpy/user/basics.rec.html |
| Data type routines | http://docs.scipy.org/doc/numpy/reference/routines.dtype.html |
| Beyond this tutorial | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#id5 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#beyond-this-tutorial |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#other-tutorials |
| The SciPy Lecture Notes | http://scipy-lectures.github.io |
| A Tentative numpy tutorial | http://www.scipy.org/Tentative_NumPy_Tutorial |
| Numpy MedKit | http://mentat.za.net/numpy/numpy_advanced_slides/ |
| An introduction to Numpy and Scipy | http://www.engr.ucsb.edu/~shell/che210d/numpy.pdf |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#numpy-documentation |
| User guide | http://docs.scipy.org/doc/numpy/user/ |
| Numpy reference | http://docs.scipy.org/doc/numpy/reference/index.html#reference |
| FAQ | http://www.scipy.org/FAQ |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#code-documentation |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#mailing-lists |
| mailing list | https://lists.sourceforge.net/lists/listinfo/numpy-discussion |
| Quick references | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#id6 |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#quick-references |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#data-type |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#creation |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-zeros-1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-zeros-2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-ones-1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-ones-2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-list-1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-list-2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-arange-1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-arange-2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-uniform-1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/create-uniform-2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#reshaping |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/reshape-Z.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/reshape-Z-reshape(1,12).png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/reshape-Z-reshape(4,3).png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/reshape-Z-reshape(12,1).png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/reshape-Z-reshape(6,2).png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/reshape-Z-reshape(2,6).png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#slicing |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[...].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[1,1].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:,0].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[0,:].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[2:,2:].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:,::2].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[::2,:].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:-2,:-2].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[2:4,2:4].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[::2,::2].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[3::2,3::2].png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#broadcasting |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-1.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-1.2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-1.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-1.3.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-1.4.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-2.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-2.2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-2.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-2.3.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-2.4.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-3.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-3.2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-3.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-3.3.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-3.4.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-4.1.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-4.2.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-4.3.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-4.4.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/broadcast-4.5.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#operations |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-where-before.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-where-after.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-maximum-before.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-maximum-after.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-minimum-before.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-minimum-after.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-sum-before.png |
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/ops-sum-after.png |
|
Readme
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial#readme-ov-file |
| Please reload this page | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial |
|
Activity | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/activity |
|
0
stars | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/stargazers |
|
0
watching | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/watchers |
|
0
forks | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/forks |
|
Report repository
| https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Favinashrani%2Fnumpy-tutorial&report=avinashrani+%28user%29 |
| Releases | https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/releases |
|
1
tags
| https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/tags |
| Packages
0 | https://patch-diff.githubusercontent.com/users/avinashrani/packages?repo_name=numpy-tutorial |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |
.png){kind=link}
.png){kind=link}
.png){kind=link}
.png){kind=link}
.png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[...].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[...].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[1,1].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[1,1].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:,0].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:,0].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[0,:].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[0,:].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[2:,2:].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[2:,2:].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:,::2].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:,::2].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[::2,:].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[::2,:].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:-2,:-2].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[:-2,:-2].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[2:4,2:4].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[2:4,2:4].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[::2,::2].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[::2,::2].png){kind=link}
![https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[3::2,3::2].png](/?url=https://patch-diff.githubusercontent.com/avinashrani/numpy-tutorial/blob/master/figures/slice-Z[3::2,3::2].png){kind=link}
