{"id":27914990,"url":"https://github.com/ipython-books/minibook-2nd-code","last_synced_at":"2025-05-06T15:33:18.928Z","repository":{"id":24327207,"uuid":"27724175","full_name":"ipython-books/minibook-2nd-code","owner":"ipython-books","description":"Code of the IPython Minibook, 2nd edition (2015)","archived":false,"fork":false,"pushed_at":"2020-09-15T15:42:27.000Z","size":2233,"stargazers_count":330,"open_issues_count":2,"forks_count":158,"subscribers_count":36,"default_branch":"master","last_synced_at":"2023-11-07T17:42:58.251Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ipython-books.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2014-12-08T16:35:56.000Z","updated_at":"2023-10-06T20:54:36.000Z","dependencies_parsed_at":"2022-08-02T10:41:30.676Z","dependency_job_id":null,"html_url":"https://github.com/ipython-books/minibook-2nd-code","commit_stats":null,"previous_names":[],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ipython-books%2Fminibook-2nd-code","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ipython-books%2Fminibook-2nd-code/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ipython-books%2Fminibook-2nd-code/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ipython-books%2Fminibook-2nd-code/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ipython-books","download_url":"https://codeload.github.com/ipython-books/minibook-2nd-code/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252713045,"owners_count":21792421,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-05-06T15:33:18.328Z","updated_at":"2025-05-06T15:33:18.918Z","avatar_url":"https://github.com/ipython-books.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# IPython minibook, second edition\n\nThis repository contains all the code examples as IPython notebooks.\n\n## Table of contents\n\n### 1. Getting started with IPython\n\n* 1.1. What are Python, IPython, and Jupyter?\n* [1.2. Installing Python with Anaconda](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter1/12-installation.ipynb) (**Complete sample!**)\n* [1.3. Introducing the Notebook](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter1/13-nbui.ipynb) (**Complete sample!**)\n* [1.4. A crash course on Python](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter1/14-python.ipynb) (**Complete sample!**)\n* [1.5. Ten Jupyter/IPython essentials](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter1/15-ten.ipynb)\n* 1.6. Summary\n\n### 2. Interactive data analysis with pandas\n\n* [2.1. Exploring a dataset in the Notebook](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter2/21-exploring.ipynb)\n* [2.2. Manipulating data](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter2/22-manipulating.ipynb)\n* [2.3. Complex operations](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter2/23-groupby.ipynb)\n* 2.4. Summary\n\n### 3. Numerical computing with NumPy\n\n* [3.1. A primer to vector computing](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter3/31-primer.ipynb)\n* [3.2. Creating and loading arrays](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter3/32-creating.ipynb)\n* [3.3. Basic array manipulations](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter3/33-basic.ipynb)\n* [3.4. Computing with NumPy arrays](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter3/34-computing.ipynb) (**Complete sample!**)\n* 3.5. Summary\n\n### 4. Interactive plotting and Graphical Interfaces\n\n* [4.1. Choosing a plotting backend](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter4/41-notebook.ipynb)\n* [4.2. matplotlib and seaborn essentials](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter4/42-mpl.ipynb)\n* [4.3. Image processing](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter4/43-image.ipynb)\n* 4.4. Further plotting and visualization libraries\n* 4.5. Summary\n\n### 5. High-performance and parallel computing\n\n* [5.1. Accelerating Python code with Numba](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter5/51-numba.ipynb)\n* [5.2. Writing C in Python with Cython](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter5/52-cython.ipynb)\n* [5.3. Distributing tasks on several cores with IPython.parallel](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter5/53-parallel.ipynb)\n* 5.4. Further high-performance computing techniques\n* 5.5. Summary\n\n### 6. Customizing IPython\n\n* [6.1. Creating a custom magic command in an IPython extension](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter6/61-magic.ipynb)\n* [6.2. Writing a new Jupyter kernel](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter6/62-kernel.ipynb)\n* [6.3. Displaying rich HTML elements in the Notebook](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter6/63-rich.ipynb)\n* [6.4. Customizing the Notebook interface with JavaScript](http://nbviewer.ipython.org/github/ipython-books/minibook-2nd-code/blob/master/chapter6/64-nbapp.ipynb)\n* 6.5. Summary\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fipython-books%2Fminibook-2nd-code","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fipython-books%2Fminibook-2nd-code","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fipython-books%2Fminibook-2nd-code/lists"}