From dace107bc53c3c27d77d1d8d32ce8bf48cac8a46 Mon Sep 17 00:00:00 2001 From: nisan Date: Sat, 26 Apr 2025 18:32:21 +0300 Subject: [PATCH 01/13] fix: resolve merge conflicts --- .github/workflows/pages-deploy.yml | 73 ++++++++++++++++++++++++++++++ .nojekyll | 1 + _posts/.placeholder | 1 + 3 files changed, 75 insertions(+) create mode 100644 .github/workflows/pages-deploy.yml create mode 100644 _posts/.placeholder diff --git a/.github/workflows/pages-deploy.yml b/.github/workflows/pages-deploy.yml new file mode 100644 index 00000000000..cc28f99fd25 --- /dev/null +++ b/.github/workflows/pages-deploy.yml @@ -0,0 +1,73 @@ +name: "Build and Deploy" +on: + push: + branches: + - main + - master + paths-ignore: + - .gitignore + - README.md + - LICENSE + + # Allows you to run this workflow manually from the Actions tab + workflow_dispatch: + +permissions: + contents: read + pages: write + id-token: write + +# Allow one concurrent deployment +concurrency: + group: "pages" + cancel-in-progress: true + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - name: Checkout + uses: actions/checkout@v4 + with: + fetch-depth: 0 + # submodules: true + # If using the 'assets' git submodule from Chirpy Starter, uncomment above + # (See: https://github.com/cotes2020/chirpy-starter/tree/main/assets) + + - name: Setup Pages + id: pages + uses: actions/configure-pages@v4 + + - name: Setup Ruby + uses: ruby/setup-ruby@v1 + with: + ruby-version: 3.3 + bundler-cache: true + + - name: Build site + run: bundle exec jekyll b -d "_site${{ steps.pages.outputs.base_path }}" + env: + JEKYLL_ENV: "production" + + - name: Test site + run: | + bundle exec htmlproofer _site \ + \-\-disable-external \ + \-\-ignore-urls "/^http:\/\/127.0.0.1/,/^http:\/\/0.0.0.0/,/^http:\/\/localhost/" + + - name: Upload site artifact + uses: actions/upload-pages-artifact@v3 + with: + path: "_site${{ steps.pages.outputs.base_path }}" + + deploy: + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + runs-on: ubuntu-latest + needs: build + steps: + - name: Deploy to GitHub Pages + id: deployment + uses: actions/deploy-pages@v4 diff --git a/.nojekyll b/.nojekyll index e69de29bb2d..8b137891791 100644 --- a/.nojekyll +++ b/.nojekyll @@ -0,0 +1 @@ + diff --git a/_posts/.placeholder b/_posts/.placeholder new file mode 100644 index 00000000000..8b137891791 --- /dev/null +++ b/_posts/.placeholder @@ -0,0 +1 @@ + From d1affe6fac941ff05cfd1dc760676d860f8880aa Mon Sep 17 00:00:00 2001 From: nisan Date: Sat, 26 Apr 2025 21:55:58 +0300 Subject: [PATCH 02/13] v1 --- README.md | 88 +++ _config.yml | 33 +- _data/contact.yml | 35 +- _data/share.yml | 6 +- _includes/embed/webpage.html | 7 + _layouts/home.html | 20 +- _posts/2019-08-08-text-and-typography.md | 200 ------- _posts/2019-08-08-write-a-new-post.md | 505 ------------------ _posts/2019-08-09-getting-started.md | 149 ------ _posts/2019-08-11-customize-the-favicon.md | 37 -- _posts/2025-04-17-Negev Rain EDA.md | 35 ++ _posts/2025-04-21-SVD.md | 132 +++++ _posts/2025-04-23-Pythagorean-Tree.md | 112 ++++ assets/files/Nisan Sher CV.pdf | Bin 0 -> 50492 bytes .../img/favicons/android-chrome-192x192.png | Bin 19952 -> 36127 bytes .../img/favicons/android-chrome-512x512.png | Bin 62557 -> 221289 bytes assets/img/favicons/apple-touch-icon.png | Bin 13867 -> 32495 bytes assets/img/favicons/browserconfig.xml | 13 - assets/img/favicons/favicon-16x16.png | Bin 1247 -> 781 bytes assets/img/favicons/favicon-32x32.png | Bin 2312 -> 2074 bytes assets/img/favicons/favicon-96x96.png | Bin 0 -> 11120 bytes assets/img/favicons/favicon.ico | Bin 15086 -> 15406 bytes assets/img/favicons/mstile-150x150.png | Bin 12172 -> 0 bytes .../images/PythagoreanTree/scene_day_sun.png | Bin 0 -> 124337 bytes .../images/PythagoreanTree/scene_day_sun.webp | Bin 0 -> 62062 bytes .../PythagoreanTree/scene_night_moon.png | Bin 0 -> 126347 bytes .../PythagoreanTree/scene_night_moon.webp | Bin 0 -> 60426 bytes 27 files changed, 436 insertions(+), 936 deletions(-) create mode 100644 _includes/embed/webpage.html delete mode 100644 _posts/2019-08-08-text-and-typography.md delete mode 100644 _posts/2019-08-08-write-a-new-post.md delete mode 100644 _posts/2019-08-09-getting-started.md delete mode 100644 _posts/2019-08-11-customize-the-favicon.md create mode 100644 _posts/2025-04-17-Negev Rain EDA.md create mode 100644 _posts/2025-04-21-SVD.md create mode 100644 _posts/2025-04-23-Pythagorean-Tree.md create mode 100644 assets/files/Nisan Sher CV.pdf delete mode 100644 assets/img/favicons/browserconfig.xml create mode 100644 assets/img/favicons/favicon-96x96.png delete mode 100644 assets/img/favicons/mstile-150x150.png create mode 100644 assets/img/images/PythagoreanTree/scene_day_sun.png create mode 100644 assets/img/images/PythagoreanTree/scene_day_sun.webp create mode 100644 assets/img/images/PythagoreanTree/scene_night_moon.png create mode 100644 assets/img/images/PythagoreanTree/scene_night_moon.webp diff --git a/README.md b/README.md index 7e57b2a52e2..6ad1fbcbef3 100644 --- a/README.md +++ b/README.md @@ -82,3 +82,91 @@ This project is published under [MIT License][license]. [lib]: https://github.com/cotes2020/chirpy-static-assets [vscode]: https://code.visualstudio.com/ [jetbrains]: https://www.jetbrains.com/?from=jekyll-theme-chirpy +<<<<<<< HEAD + + +# ๐Ÿ–ผ๏ธ Feature: Dynamic Post Image Light/Dark Mode Switching + +## 1. YAML Front Matter Configuration + +Add the following fields to the post's YAML front matter: + +```yaml +light_image: + path: /path/to/light-image.webp + lqip: data:image/webp;base64,... + alt: Alt text for light mode image +dark_image: + path: /path/to/dark-image.webp + lqip: data:image/webp;base64,... + alt: Alt text for dark mode image +``` +## 2.Layout Update + +Inside the `_layouts`, within the `{% if post.image %}` block, insert the following code **after** `{% assign card_body_col = '7' %}` and **before** `{% endif %}`. + +```liquid + {% elsif post.light_image and post.dark_image %} +
+ {{ post.light_image.alt}} + {{ post.dark_image.alt}} +
+ + {% assign card_body_col = '7' %} +``` +# Chirpy Starter + +[![Gem Version](https://img.shields.io/gem/v/jekyll-theme-chirpy)][gem]  +[![GitHub license](https://img.shields.io/github/license/cotes2020/chirpy-starter.svg?color=blue)][mit] + +When installing the [**Chirpy**][chirpy] theme through [RubyGems.org][gem], Jekyll can only read files in the folders +`_data`, `_layouts`, `_includes`, `_sass` and `assets`, as well as a small part of options of the `_config.yml` file +from the theme's gem. If you have ever installed this theme gem, you can use the command +`bundle info --path jekyll-theme-chirpy` to locate these files. + +The Jekyll team claims that this is to leave the ball in the userโ€™s court, but this also results in users not being +able to enjoy the out-of-the-box experience when using feature-rich themes. + +To fully use all the features of **Chirpy**, you need to copy the other critical files from the theme's gem to your +Jekyll site. The following is a list of targets: + +```shell +. +โ”œโ”€โ”€ _config.yml +โ”œโ”€โ”€ _plugins +โ”œโ”€โ”€ _tabs +โ””โ”€โ”€ index.html +``` + +To save you time, and also in case you lose some files while copying, we extract those files/configurations of the +latest version of the **Chirpy** theme and the [CD][CD] workflow to here, so that you can start writing in minutes. + +## Usage + +Check out the [theme's docs](https://github.com/cotes2020/jekyll-theme-chirpy/wiki). + +## Contributing + +This repository is automatically updated with new releases from the theme repository. If you encounter any issues or want to contribute to its improvement, please visit the [theme repository][chirpy] to provide feedback. + +## License + +This work is published under [MIT][mit] License. + +[gem]: https://rubygems.org/gems/jekyll-theme-chirpy +[chirpy]: https://github.com/cotes2020/jekyll-theme-chirpy/ +[CD]: https://en.wikipedia.org/wiki/Continuous_deployment +[mit]: https://github.com/cotes2020/chirpy-starter/blob/master/LICENSE +>>>>>>> v7.2.4 diff --git a/_config.yml b/_config.yml index d6f84c57815..220b19c5c08 100644 --- a/_config.yml +++ b/_config.yml @@ -9,40 +9,41 @@ theme: jekyll-theme-chirpy lang: en # Change to your timezone โ€บ https://kevinnovak.github.io/Time-Zone-Picker -timezone: Asia/Shanghai +timezone: Asia/Jerusalem # jekyll-seo-tag settings โ€บ https://github.com/jekyll/jekyll-seo-tag/blob/master/docs/usage.md # โ†“ -------------------------- -title: Chirpy # the main title +title: Nisan Sher # the main title -tagline: A text-focused Jekyll theme # it will display as the subtitle +tagline: B.Sc. in Mathematics
Data Scientist
Software Developer # it will display as the subtitle description: >- # used by seo meta and the atom feed - A minimal, responsive and feature-rich Jekyll theme for technical writing. + Data scientist and software developer based in Tel Aviv, Israel. Skilled in Python, data analysis, machine learning, and mathematical modeling using tools like NumPy, Pandas, and Scikit-learn. # Fill in the protocol & hostname for your site. # E.g. 'https://username.github.io', note that it does not end with a '/'. -url: "" +url: "https://nisanman.github.io" github: - username: github_username # change to your GitHub username - -twitter: - username: twitter_username # change to your Twitter username + username: + nisanMan + # change to your GitHub username social: # Change to your full name. # It will be displayed as the default author of the posts and the copyright owner in the Footer - name: your_full_name + name: Nisan Sher email: example@domain.com # change to your email address links: # The first element serves as the copyright owner's link - - https://twitter.com/username # change to your Twitter homepage - - https://github.com/username # change to your GitHub homepage + # - https://twitter.com/username # change to your Twitter homepage + - https://github.com/nisanMan # change to your GitHub homepage # Uncomment below to add more social links # - https://www.facebook.com/username # - https://www.linkedin.com/in/username + - https://www.linkedin.com/in/nisan-sher + - https://www.kaggle.com/nisansher # Site Verification Settings webmaster_verifications: @@ -88,21 +89,21 @@ pageviews: # light โ€” Use the light color scheme # dark โ€” Use the dark color scheme # -theme_mode: # [light | dark] +theme_mode: #[light | dark] # The CDN endpoint for media resources. # Notice that once it is assigned, the CDN url # will be added to all media resources (site avatar, posts' images, audio and video files) paths starting with '/' # # e.g. 'https://cdn.com' -cdn: "https://chirpy-img.netlify.app" +cdn: "" # the avatar on sidebar, support local or CORS resources -avatar: "/commons/avatar.jpg" +avatar: https://avatars.githubusercontent.com/u/81760582?v=4 # The URL of the site-wide social preview image used in SEO `og:image` meta tag. # It can be overridden by a customized `page.image` in front matter. -social_preview_image: # string, local or CORS resources +social_preview_image: https://media.licdn.com/dms/image/v2/D4E03AQGpMWFJcXjyTw/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1714058980243?e=1750291200&v=beta&t=eNbCpskXpcK4kiirchKDOgqgo0Uq0XKwlIFTFYOo-hY # string, local or CORS resources # boolean type, the global switch for TOC in posts. toc: true diff --git a/_data/contact.yml b/_data/contact.yml index ed40acb7e97..ad13562b155 100644 --- a/_data/contact.yml +++ b/_data/contact.yml @@ -3,25 +3,21 @@ - type: github icon: "fab fa-github" -- type: twitter - icon: "fa-brands fa-x-twitter" +# - type: twitter +# icon: "fa-brands fa-x-twitter" -- type: email - icon: "fas fa-envelope" - noblank: true # open link in current tab - -- type: rss - icon: "fas fa-rss" - noblank: true +# - type: email +# icon: "fas fa-envelope" +# noblank: true # open link in current tab # Uncomment and complete the url below to enable more contact options # # - type: mastodon # icon: 'fab fa-mastodon' # icons powered by # url: '' # Fill with your Mastodon account page, rel="me" will be applied for verification # -# - type: linkedin -# icon: 'fab fa-linkedin' # icons powered by -# url: '' # Fill with your Linkedin homepage +- type: linkedin + icon: "fab fa-linkedin" # icons powered by + url: "https://www.linkedin.com/in/nisan-sher/" # Fill with your Linkedin homepage # # - type: stack-overflow # icon: 'fab fa-stack-overflow' @@ -38,3 +34,18 @@ # - type: threads # icon: 'fa-brands fa-threads' # url: '' # Fill with your Threads profile link +- type: kaggle + icon: "fab fa-kaggle" + url: "https://www.kaggle.com/nisansher" # Fill with your Threads profile link +# +- type: Portfolio + icon: "fas fa-suitcase" + url: "https://nisanman.github.io/PortfolioGallery/" + # +- type: rss + icon: "fas fa-rss" + noblank: true +# +- type: pdf + icon: "fas fa-file-alt" + url: "/assets/files/Nisan Sher CV.pdf" diff --git a/_data/share.yml b/_data/share.yml index edbc02b26b0..9eb100802a2 100644 --- a/_data/share.yml +++ b/_data/share.yml @@ -16,9 +16,9 @@ platforms: # Uncomment below if you need to. # - # - type: Linkedin - # icon: "fab fa-linkedin" - # link: "https://www.linkedin.com/feed/?shareActive=true&shareUrl=URL" + - type: Linkedin + icon: "fab fa-linkedin" + link: "https://www.linkedin.com/feed/?shareActive=true&shareUrl=URL" # # - type: Weibo # icon: "fab fa-weibo" diff --git a/_includes/embed/webpage.html b/_includes/embed/webpage.html new file mode 100644 index 00000000000..5ac1cb5e527 --- /dev/null +++ b/_includes/embed/webpage.html @@ -0,0 +1,7 @@ + diff --git a/_layouts/home.html b/_layouts/home.html index 451e391cd6d..1fe87753640 100644 --- a/_layouts/home.html +++ b/_layouts/home.html @@ -2,7 +2,6 @@ layout: default refactor: true --- - {% include lang.html %} {% assign all_pinned = site.posts | where: 'pin', 'true' %} @@ -71,6 +70,25 @@ {{ alt }} + {% assign card_body_col = '7' %} + {% elsif post.light_image and post.dark_image %} +
+ {{ post.light_image.alt}} + {{ post.dark_image.alt}} +
+ {% assign card_body_col = '7' %} {% endif %} diff --git a/_posts/2019-08-08-text-and-typography.md b/_posts/2019-08-08-text-and-typography.md deleted file mode 100644 index a8db26a00ff..00000000000 --- a/_posts/2019-08-08-text-and-typography.md +++ /dev/null @@ -1,200 +0,0 @@ ---- -title: Text and Typography -description: Examples of text, typography, math equations, diagrams, flowcharts, pictures, videos, and more. -author: cotes -date: 2019-08-08 11:33:00 +0800 -categories: [Blogging, Demo] -tags: [typography] -pin: true -math: true -mermaid: true -image: - path: /commons/devices-mockup.png - lqip: data:image/webp;base64,UklGRpoAAABXRUJQVlA4WAoAAAAQAAAADwAABwAAQUxQSDIAAAARL0AmbZurmr57yyIiqE8oiG0bejIYEQTgqiDA9vqnsUSI6H+oAERp2HZ65qP/VIAWAFZQOCBCAAAA8AEAnQEqEAAIAAVAfCWkAALp8sF8rgRgAP7o9FDvMCkMde9PK7euH5M1m6VWoDXf2FkP3BqV0ZYbO6NA/VFIAAAA - alt: Responsive rendering of Chirpy theme on multiple devices. ---- - -## Headings - - - -# H1 โ€” heading -{: .mt-4 .mb-0 } - -## H2 โ€” heading -{: data-toc-skip='' .mt-4 .mb-0 } - -### H3 โ€” heading -{: data-toc-skip='' .mt-4 .mb-0 } - -#### H4 โ€” heading -{: data-toc-skip='' .mt-4 } - - -## Paragraph - -Quisque egestas convallis ipsum, ut sollicitudin risus tincidunt a. Maecenas interdum malesuada egestas. Duis consectetur porta risus, sit amet vulputate urna facilisis ac. Phasellus semper dui non purus ultrices sodales. Aliquam ante lorem, ornare a feugiat ac, finibus nec mauris. Vivamus ut tristique nisi. Sed vel leo vulputate, efficitur risus non, posuere mi. Nullam tincidunt bibendum rutrum. Proin commodo ornare sapien. Vivamus interdum diam sed sapien blandit, sit amet aliquam risus mattis. Nullam arcu turpis, mollis quis laoreet at, placerat id nibh. Suspendisse venenatis eros eros. - -## Lists - -### Ordered list - -1. Firstly -2. Secondly -3. Thirdly - -### Unordered list - -- Chapter - - Section - - Paragraph - -### ToDo list - -- [ ] Job - - [x] Step 1 - - [x] Step 2 - - [ ] Step 3 - -### Description list - -Sun -: the star around which the earth orbits - -Moon -: the natural satellite of the earth, visible by reflected light from the sun - -## Block Quote - -> This line shows the _block quote_. - -## Prompts - - - -> An example showing the `tip` type prompt. -{: .prompt-tip } - -> An example showing the `info` type prompt. -{: .prompt-info } - -> An example showing the `warning` type prompt. -{: .prompt-warning } - -> An example showing the `danger` type prompt. -{: .prompt-danger } - - -## Tables - -| Company | Contact | Country | -| :--------------------------- | :--------------- | ------: | -| Alfreds Futterkiste | Maria Anders | Germany | -| Island Trading | Helen Bennett | UK | -| Magazzini Alimentari Riuniti | Giovanni Rovelli | Italy | - -## Links - - - -## Footnote - -Click the hook will locate the footnote[^footnote], and here is another footnote[^fn-nth-2]. - -## Inline code - -This is an example of `Inline Code`. - -## Filepath - -Here is the `/path/to/the/file.extend`{: .filepath}. - -## Code blocks - -### Common - -```text -This is a common code snippet, without syntax highlight and line number. -``` - -### Specific Language - -```bash -if [ $? -ne 0 ]; then - echo "The command was not successful."; - #do the needful / exit -fi; -``` - -### Specific filename - -```sass -@import - "colors/light-typography", - "colors/dark-typography"; -``` -{: file='_sass/jekyll-theme-chirpy.scss'} - -## Mathematics - -The mathematics powered by [**MathJax**](https://www.mathjax.org/): - -$$ -\begin{equation} - \sum_{n=1}^\infty 1/n^2 = \frac{\pi^2}{6} - \label{eq:series} -\end{equation} -$$ - -We can reference the equation as \eqref{eq:series}. - -When $a \ne 0$, there are two solutions to $ax^2 + bx + c = 0$ and they are - -$$ x = {-b \pm \sqrt{b^2-4ac} \over 2a} $$ - -## Mermaid SVG - -```mermaid - gantt - title Adding GANTT diagram functionality to mermaid - apple :a, 2017-07-20, 1w - banana :crit, b, 2017-07-23, 1d - cherry :active, c, after b a, 1d -``` - -## Images - -### Default (with caption) - -![Desktop View](/posts/20190808/mockup.png){: width="972" height="589" } -_Full screen width and center alignment_ - -### Left aligned - -![Desktop View](/posts/20190808/mockup.png){: width="972" height="589" .w-75 .normal} - -### Float to left - -![Desktop View](/posts/20190808/mockup.png){: width="972" height="589" .w-50 .left} -Praesent maximus aliquam sapien. Sed vel neque in dolor pulvinar auctor. Maecenas pharetra, sem sit amet interdum posuere, tellus lacus eleifend magna, ac lobortis felis ipsum id sapien. Proin ornare rutrum metus, ac convallis diam volutpat sit amet. Phasellus volutpat, elit sit amet tincidunt mollis, felis mi scelerisque mauris, ut facilisis leo magna accumsan sapien. In rutrum vehicula nisl eget tempor. Nullam maximus ullamcorper libero non maximus. Integer ultricies velit id convallis varius. Praesent eu nisl eu urna finibus ultrices id nec ex. Mauris ac mattis quam. Fusce aliquam est nec sapien bibendum, vitae malesuada ligula condimentum. - -### Float to right - -![Desktop View](/posts/20190808/mockup.png){: width="972" height="589" .w-50 .right} -Praesent maximus aliquam sapien. Sed vel neque in dolor pulvinar auctor. Maecenas pharetra, sem sit amet interdum posuere, tellus lacus eleifend magna, ac lobortis felis ipsum id sapien. Proin ornare rutrum metus, ac convallis diam volutpat sit amet. Phasellus volutpat, elit sit amet tincidunt mollis, felis mi scelerisque mauris, ut facilisis leo magna accumsan sapien. In rutrum vehicula nisl eget tempor. Nullam maximus ullamcorper libero non maximus. Integer ultricies velit id convallis varius. Praesent eu nisl eu urna finibus ultrices id nec ex. Mauris ac mattis quam. Fusce aliquam est nec sapien bibendum, vitae malesuada ligula condimentum. - -### Dark/Light mode & Shadow - -The image below will toggle dark/light mode based on theme preference, notice it has shadows. - -![light mode only](/posts/20190808/devtools-light.png){: .light .w-75 .shadow .rounded-10 w='1212' h='668' } -![dark mode only](/posts/20190808/devtools-dark.png){: .dark .w-75 .shadow .rounded-10 w='1212' h='668' } - -## Video - -{% include embed/youtube.html id='Balreaj8Yqs' %} - -## Reverse Footnote - -[^footnote]: The footnote source -[^fn-nth-2]: The 2nd footnote source diff --git a/_posts/2019-08-08-write-a-new-post.md b/_posts/2019-08-08-write-a-new-post.md deleted file mode 100644 index 10201655218..00000000000 --- a/_posts/2019-08-08-write-a-new-post.md +++ /dev/null @@ -1,505 +0,0 @@ ---- -title: Writing a New Post -author: cotes -date: 2019-08-08 14:10:00 +0800 -categories: [Blogging, Tutorial] -tags: [writing] -render_with_liquid: false ---- - -This tutorial will guide you how to write a post in the _Chirpy_ template, and it's worth reading even if you've used Jekyll before, as many features require specific variables to be set. - -## Naming and Path - -Create a new file named `YYYY-MM-DD-TITLE.EXTENSION`{: .filepath} and put it in the `_posts`{: .filepath} of the root directory. Please note that the `EXTENSION`{: .filepath} must be one of `md`{: .filepath} and `markdown`{: .filepath}. If you want to save time of creating files, please consider using the plugin [`Jekyll-Compose`](https://github.com/jekyll/jekyll-compose) to accomplish this. - -## Front Matter - -Basically, you need to fill the [Front Matter](https://jekyllrb.com/docs/front-matter/) as below at the top of the post: - -```yaml ---- -title: TITLE -date: YYYY-MM-DD HH:MM:SS +/-TTTT -categories: [TOP_CATEGORY, SUB_CATEGORY] -tags: [TAG] # TAG names should always be lowercase ---- -``` - -> The posts' _layout_ has been set to `post` by default, so there is no need to add the variable _layout_ in the Front Matter block. -{: .prompt-tip } - -### Timezone of Date - -To accurately record the release date of a post, you should not only set up the `timezone` of `_config.yml`{: .filepath} but also provide the post's timezone in variable `date` of its Front Matter block. Format: `+/-TTTT`, e.g. `+0800`. - -### Categories and Tags - -The `categories` of each post are designed to contain up to two elements, and the number of elements in `tags` can be zero to infinity. For instance: - -```yaml ---- -categories: [Animal, Insect] -tags: [bee] ---- -``` - -### Author Information - -The author information of the post usually does not need to be filled in the _Front Matter_ , they will be obtained from variables `social.name` and the first entry of `social.links` of the configuration file by default. But you can also override it as follows: - -Adding author information in `_data/authors.yml` (If your website doesn't have this file, don't hesitate to create one). - -```yaml -: - name: - twitter: - url: -``` -{: file="_data/authors.yml" } - -And then use `author` to specify a single entry or `authors` to specify multiple entries: - -```yaml ---- -author: # for single entry -# or -authors: [, ] # for multiple entries ---- -``` - -Having said that, the key `author` can also identify multiple entries. - -> The benefit of reading the author information from the file `_data/authors.yml`{: .filepath } is that the page will have the meta tag `twitter:creator`, which enriches the [Twitter Cards](https://developer.twitter.com/en/docs/twitter-for-websites/cards/guides/getting-started#card-and-content-attribution) and is good for SEO. -{: .prompt-info } - -### Post Description - -By default, the first words of the post are used to display on the home page for a list of posts, in the _Further Reading_ section, and in the XML of the RSS feed. If you don't want to display the auto-generated description for the post, you can customize it using the `description` field in the _Front Matter_ as follows: - -```yaml ---- -description: Short summary of the post. ---- -``` - -Additionally, the `description` text will also be displayed under the post title on the post's page. - -## Table of Contents - -By default, the **T**able **o**f **C**ontents (TOC) is displayed on the right panel of the post. If you want to turn it off globally, go to `_config.yml`{: .filepath} and set the value of variable `toc` to `false`. If you want to turn off TOC for a specific post, add the following to the post's [Front Matter](https://jekyllrb.com/docs/front-matter/): - -```yaml ---- -toc: false ---- -``` - -## Comments - -The global setting for comments is defined by the `comments.provider` option in the `_config.yml`{: .filepath} file. Once a comment system is selected for this variable, comments will be enabled for all posts. - -If you want to close the comment for a specific post, add the following to the **Front Matter** of the post: - -```yaml ---- -comments: false ---- -``` - -## Media - -We refer to images, audio and video as media resources in _Chirpy_. - -### URL Prefix - -From time to time we have to define duplicate URL prefixes for multiple resources in a post, which is a boring task that you can avoid by setting two parameters. - -- If you are using a CDN to host media files, you can specify the `cdn` in `_config.yml`{: .filepath }. The URLs of media resources for site avatar and posts are then prefixed with the CDN domain name. - - ```yaml - cdn: https://cdn.com - ``` - {: file='_config.yml' .nolineno } - -- To specify the resource path prefix for the current post/page range, set `media_subpath` in the _front matter_ of the post: - - ```yaml - --- - media_subpath: /path/to/media/ - --- - ``` - {: .nolineno } - -The option `site.cdn` and `page.media_subpath` can be used individually or in combination to flexibly compose the final resource URL: `[site.cdn/][page.media_subpath/]file.ext` - -### Images - -#### Caption - -Add italics to the next line of an image, then it will become the caption and appear at the bottom of the image: - -```markdown -![img-description](/path/to/image) -_Image Caption_ -``` -{: .nolineno} - -#### Size - -To prevent the page content layout from shifting when the image is loaded, we should set the width and height for each image. - -```markdown -![Desktop View](/assets/img/sample/mockup.png){: width="700" height="400" } -``` -{: .nolineno} - -> For an SVG, you have to at least specify its _width_, otherwise it won't be rendered. -{: .prompt-info } - -Starting from _Chirpy v5.0.0_, `height` and `width` support abbreviations (`height` โ†’ `h`, `width` โ†’ `w`). The following example has the same effect as the above: - -```markdown -![Desktop View](/assets/img/sample/mockup.png){: w="700" h="400" } -``` -{: .nolineno} - -#### Position - -By default, the image is centered, but you can specify the position by using one of the classes `normal`, `left`, and `right`. - -> Once the position is specified, the image caption should not be added. -{: .prompt-warning } - -- **Normal position** - - Image will be left aligned in below sample: - - ```markdown - ![Desktop View](/assets/img/sample/mockup.png){: .normal } - ``` - {: .nolineno} - -- **Float to the left** - - ```markdown - ![Desktop View](/assets/img/sample/mockup.png){: .left } - ``` - {: .nolineno} - -- **Float to the right** - - ```markdown - ![Desktop View](/assets/img/sample/mockup.png){: .right } - ``` - {: .nolineno} - -#### Dark/Light mode - -You can make images follow theme preferences in dark/light mode. This requires you to prepare two images, one for dark mode and one for light mode, and then assign them a specific class (`dark` or `light`): - -```markdown -![Light mode only](/path/to/light-mode.png){: .light } -![Dark mode only](/path/to/dark-mode.png){: .dark } -``` - -#### Shadow - -The screenshots of the program window can be considered to show the shadow effect: - -```markdown -![Desktop View](/assets/img/sample/mockup.png){: .shadow } -``` -{: .nolineno} - -#### Preview Image - -If you want to add an image at the top of the post, please provide an image with a resolution of `1200 x 630`. Please note that if the image aspect ratio does not meet `1.91 : 1`, the image will be scaled and cropped. - -Knowing these prerequisites, you can start setting the image's attribute: - -```yaml ---- -image: - path: /path/to/image - alt: image alternative text ---- -``` - -Note that the [`media_subpath`](#url-prefix) can also be passed to the preview image, that is, when it has been set, the attribute `path` only needs the image file name. - -For simple use, you can also just use `image` to define the path. - -```yml ---- -image: /path/to/image ---- -``` - -#### LQIP - -For preview images: - -```yaml ---- -image: - lqip: /path/to/lqip-file # or base64 URI ---- -``` - -> You can observe LQIP in the preview image of post \"[Text and Typography](../text-and-typography/)\". - -For normal images: - -```markdown -![Image description](/path/to/image){: lqip="/path/to/lqip-file" } -``` -{: .nolineno } - -### Video - -#### Social Media Platform - -You can embed videos from social media platforms with the following syntax: - -```liquid -{% include embed/{Platform}.html id='{ID}' %} -``` - -Where `Platform` is the lowercase of the platform name, and `ID` is the video ID. - -The following table shows how to get the two parameters we need in a given video URL, and you can also know the currently supported video platforms. - -| Video URL | Platform | ID | -| -------------------------------------------------------------------------------------------------- | ---------- | :------------- | -| [https://www.**youtube**.com/watch?v=**H-B46URT4mg**](https://www.youtube.com/watch?v=H-B46URT4mg) | `youtube` | `H-B46URT4mg` | -| [https://www.**twitch**.tv/videos/**1634779211**](https://www.twitch.tv/videos/1634779211) | `twitch` | `1634779211` | -| [https://www.**bilibili**.com/video/**BV1Q44y1B7Wf**](https://www.bilibili.com/video/BV1Q44y1B7Wf) | `bilibili` | `BV1Q44y1B7Wf` | - -#### Video Files - -If you want to embed a video file directly, use the following syntax: - -```liquid -{% include embed/video.html src='{URL}' %} -``` - -Where `URL` is a URL to a video file e.g. `/path/to/sample/video.mp4`. - -You can also specify additional attributes for the embedded video file. Here is a full list of attributes allowed. - -- `poster='/path/to/poster.png'` โ€” poster image for a video that is shown while video is downloading -- `title='Text'` โ€” title for a video that appears below the video and looks same as for images -- `autoplay=true` โ€” video automatically begins to play back as soon as it can -- `loop=true` โ€” automatically seek back to the start upon reaching the end of the video -- `muted=true` โ€” audio will be initially silenced -- `types` โ€” specify the extensions of additional video formats separated by `|`. Ensure these files exist in the same directory as your primary video file. - -Consider an example using all of the above: - -```liquid -{% - include embed/video.html - src='/path/to/video.mp4' - types='ogg|mov' - poster='poster.png' - title='Demo video' - autoplay=true - loop=true - muted=true -%} -``` - -### Audios - -If you want to embed an audio file directly, use the following syntax: - -```liquid -{% include embed/audio.html src='{URL}' %} -``` - -Where `URL` is a URL to an audio file e.g. `/path/to/audio.mp3`. - -You can also specify additional attributes for the embedded audio file. Here is a full list of attributes allowed. - -- `title='Text'` โ€” title for an audio that appears below the audio and looks same as for images -- `types` โ€” specify the extensions of additional audio formats separated by `|`. Ensure these files exist in the same directory as your primary audio file. - -Consider an example using all of the above: - -```liquid -{% - include embed/audio.html - src='/path/to/audio.mp3' - types='ogg|wav|aac' - title='Demo audio' -%} -``` - -## Pinned Posts - -You can pin one or more posts to the top of the home page, and the fixed posts are sorted in reverse order according to their release date. Enable by: - -```yaml ---- -pin: true ---- -``` - -## Prompts - -There are several types of prompts: `tip`, `info`, `warning`, and `danger`. They can be generated by adding the class `prompt-{type}` to the blockquote. For example, define a prompt of type `info` as follows: - -```md -> Example line for prompt. -{: .prompt-info } -``` -{: .nolineno } - -## Syntax - -### Inline Code - -```md -`inline code part` -``` -{: .nolineno } - -### Filepath Highlight - -```md -`/path/to/a/file.extend`{: .filepath} -``` -{: .nolineno } - -### Code Block - -Markdown symbols ```` ``` ```` can easily create a code block as follows: - -````md -``` -This is a plaintext code snippet. -``` -```` - -#### Specifying Language - -Using ```` ```{language} ```` you will get a code block with syntax highlight: - -````markdown -```yaml -key: value -``` -```` - -> The Jekyll tag `{% highlight %}` is not compatible with this theme. -{: .prompt-danger } - -#### Line Number - -By default, all languages except `plaintext`, `console`, and `terminal` will display line numbers. When you want to hide the line number of a code block, add the class `nolineno` to it: - -````markdown -```shell -echo 'No more line numbers!' -``` -{: .nolineno } -```` - -#### Specifying the Filename - -You may have noticed that the code language will be displayed at the top of the code block. If you want to replace it with the file name, you can add the attribute `file` to achieve this: - -````markdown -```shell -# content -``` -{: file="path/to/file" } -```` - -#### Liquid Codes - -If you want to display the **Liquid** snippet, surround the liquid code with `{% raw %}` and `{% endraw %}`: - -````markdown -{% raw %} -```liquid -{% if product.title contains 'Pack' %} - This product's title contains the word Pack. -{% endif %} -``` -{% endraw %} -```` - -Or adding `render_with_liquid: false` (Requires Jekyll 4.0 or higher) to the post's YAML block. - -## Mathematics - -We use [**MathJax**][mathjax] to generate mathematics. For website performance reasons, the mathematical feature won't be loaded by default. But it can be enabled by: - -[mathjax]: https://www.mathjax.org/ - -```yaml ---- -math: true ---- -``` - -After enabling the mathematical feature, you can add math equations with the following syntax: - -- **Block math** should be added with `$$ math $$` with **mandatory** blank lines before and after `$$` - - **Inserting equation numbering** should be added with `$$\begin{equation} math \end{equation}$$` - - **Referencing equation numbering** should be done with `\label{eq:label_name}` in the equation block and `\eqref{eq:label_name}` inline with text (see example below) -- **Inline math** (in lines) should be added with `$$ math $$` without any blank line before or after `$$` -- **Inline math** (in lists) should be added with `\$$ math $$` - -```markdown - - -$$ -LaTeX_math_expression -$$ - - - -$$ -\begin{equation} - LaTeX_math_expression - \label{eq:label_name} -\end{equation} -$$ - -Can be referenced as \eqref{eq:label_name}. - - - -"Lorem ipsum dolor sit amet, $$ LaTeX_math_expression $$ consectetur adipiscing elit." - - - -1. \$$ LaTeX_math_expression $$ -2. \$$ LaTeX_math_expression $$ -3. \$$ LaTeX_math_expression $$ -``` - -> Starting with `v7.0.0`, configuration options for **MathJax** have been moved to file `assets/js/data/mathjax.js`{: .filepath }, and you can change the options as needed, such as adding [extensions][mathjax-exts]. -> If you are building the site via `chirpy-starter`, copy that file from the gem installation directory (check with command `bundle info --path jekyll-theme-chirpy`) to the same directory in your repository. -{: .prompt-tip } - -[mathjax-exts]: https://docs.mathjax.org/en/latest/input/tex/extensions/index.html - -## Mermaid - -[**Mermaid**](https://github.com/mermaid-js/mermaid) is a great diagram generation tool. To enable it on your post, add the following to the YAML block: - -```yaml ---- -mermaid: true ---- -``` - -Then you can use it like other markdown languages: surround the graph code with ```` ```mermaid ```` and ```` ``` ````. - -## Learn More - -For more knowledge about Jekyll posts, visit the [Jekyll Docs: Posts](https://jekyllrb.com/docs/posts/). diff --git a/_posts/2019-08-09-getting-started.md b/_posts/2019-08-09-getting-started.md deleted file mode 100644 index 71383938b75..00000000000 --- a/_posts/2019-08-09-getting-started.md +++ /dev/null @@ -1,149 +0,0 @@ ---- -title: Getting Started -description: >- - Get started with Chirpy basics in this comprehensive overview. - You will learn how to install, configure, and use your first Chirpy-based website, as well as deploy it to a web server. -author: cotes -date: 2019-08-09 20:55:00 +0800 -categories: [Blogging, Tutorial] -tags: [getting started] -pin: true -media_subpath: '/posts/20180809' ---- - -## Creating a Site Repository - -When creating your site repository, you have two options depending on your needs: - -### Option 1. Using the Starter (Recommended) - -This approach simplifies upgrades, isolates unnecessary files, and is perfect for users who want to focus on writing with minimal configuration. - -1. Sign in to GitHub and navigate to the [**starter**][starter]. -2. Click the Use this template button and then select Create a new repository. -3. Name the new repository `.github.io`, replacing `username` with your lowercase GitHub username. - -### Option 2. Forking the Theme - -This approach is convenient for modifying features or UI design, but presents challenges during upgrades. So don't try this unless you are familiar with Jekyll and plan to heavily modify this theme. - -1. Sign in to GitHub. -2. [Fork the theme repository](https://github.com/cotes2020/jekyll-theme-chirpy/fork). -3. Name the new repository `.github.io`, replacing `username` with your lowercase GitHub username. - -## Setting up the Environment - -Once your repository is created, it's time to set up your development environment. There are two primary methods: - -### Using Dev Containers (Recommended for Windows) - -Dev Containers offer an isolated environment using Docker, which prevents conflicts with your system and ensures all dependencies are managed within the container. - -**Steps**: - -1. Install Docker: - - On Windows/macOS, install [Docker Desktop][docker-desktop]. - - On Linux, install [Docker Engine][docker-engine]. -2. Install [VS Code][vscode] and the [Dev Containers extension][dev-containers]. -3. Clone your repository: - - For Docker Desktop: Start VS Code and [clone your repo in a container volume][dc-clone-in-vol]. - - For Docker Engine: Clone your repo locally, then [open it in a container][dc-open-in-container] via VS Code. -4. Wait for the Dev Containers setup to complete. - -### Setting up Natively (Recommended for Unix-like OS) - -For Unix-like systems, you can set up the environment natively for optimal performance, though you can also use Dev Containers as an alternative. - -**Steps**: - -1. Follow the [Jekyll installation guide](https://jekyllrb.com/docs/installation/) to install Jekyll and ensure [Git](https://git-scm.com/) is installed. -2. Clone your repository to your local machine. -3. If you forked the theme, install [Node.js][nodejs] and run `bash tools/init.sh` in the root directory to initialize the repository. -4. Run command `bundle` in the root of your repository to install the dependencies. - -## Usage - -### Start the Jekyll Server - -To run the site locally, use the following command: - -```terminal -$ bundle exec jekyll serve -``` - -> If you are using Dev Containers, you must run that command in the **VS Code** Terminal. -{: .prompt-info } - -After a few seconds, the local server will be available at . - -### Configuration - -Update the variables in `_config.yml`{: .filepath} as needed. Some typical options include: - -- `url` -- `avatar` -- `timezone` -- `lang` - -### Social Contact Options - -Social contact options are displayed at the bottom of the sidebar. You can enable or disable specific contacts in the `_data/contact.yml`{: .filepath} file. - -### Customizing the Stylesheet - -To customize the stylesheet, copy the theme's `assets/css/jekyll-theme-chirpy.scss`{: .filepath} file to the same path in your Jekyll site, and add your custom styles at the end of the file. - -### Customizing Static Assets - -Static assets configuration was introduced in version `5.1.0`. The CDN of the static assets is defined in `_data/origin/cors.yml`{: .filepath }. You can replace some of them based on the network conditions in the region where your website is published. - -If you prefer to self-host the static assets, refer to the [_chirpy-static-assets_](https://github.com/cotes2020/chirpy-static-assets#readme) repository. - -## Deployment - -Before deploying, check the `_config.yml`{: .filepath} file and ensure the `url` is configured correctly. If you prefer a [**project site**](https://help.github.com/en/github/working-with-github-pages/about-github-pages#types-of-github-pages-sites) and don't use a custom domain, or if you want to visit your website with a base URL on a web server other than **GitHub Pages**, remember to set the `baseurl` to your project name, starting with a slash, e.g., `/project-name`. - -Now you can choose _ONE_ of the following methods to deploy your Jekyll site. - -### Deploy Using Github Actions - -Prepare the following: - -- If you're on the GitHub Free plan, keep your site repository public. -- If you have committed `Gemfile.lock`{: .filepath} to the repository, and your local machine is not running Linux, update the platform list of the lock file: - - ```console - $ bundle lock --add-platform x86_64-linux - ``` - -Next, configure the _Pages_ service: - -1. Go to your repository on GitHub. Select the _Settings_ tab, then click _Pages_ in the left navigation bar. In the **Source** section (under _Build and deployment_), select [**GitHub Actions**][pages-workflow-src] from the dropdown menu. - ![Build source](pages-source-light.png){: .light .border .normal w='375' h='140' } - ![Build source](pages-source-dark.png){: .dark .normal w='375' h='140' } - -2. Push any commits to GitHub to trigger the _Actions_ workflow. In the _Actions_ tab of your repository, you should see the workflow _Build and Deploy_ running. Once the build is complete and successful, the site will be deployed automatically. - -You can now visit the URL provided by GitHub to access your site. - -### Manual Build and Deployment - -For self-hosted servers, you will need to build the site on your local machine and then upload the site files to the server. - -Navigate to the root of the source project, and build your site with the following command: - -```console -$ JEKYLL_ENV=production bundle exec jekyll b -``` - -Unless you specified the output path, the generated site files will be placed in the `_site`{: .filepath} folder of the project's root directory. Upload these files to your target server. - -[nodejs]: https://nodejs.org/ -[starter]: https://github.com/cotes2020/chirpy-starter -[pages-workflow-src]: https://docs.github.com/en/pages/getting-started-with-github-pages/configuring-a-publishing-source-for-your-github-pages-site#publishing-with-a-custom-github-actions-workflow -[docker-desktop]: https://www.docker.com/products/docker-desktop/ -[docker-engine]: https://docs.docker.com/engine/install/ -[vscode]: https://code.visualstudio.com/ -[dev-containers]: https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers -[dc-clone-in-vol]: https://code.visualstudio.com/docs/devcontainers/containers#_quick-start-open-a-git-repository-or-github-pr-in-an-isolated-container-volume -[dc-open-in-container]: https://code.visualstudio.com/docs/devcontainers/containers#_quick-start-open-an-existing-folder-in-a-container diff --git a/_posts/2019-08-11-customize-the-favicon.md b/_posts/2019-08-11-customize-the-favicon.md deleted file mode 100644 index a3278fa90eb..00000000000 --- a/_posts/2019-08-11-customize-the-favicon.md +++ /dev/null @@ -1,37 +0,0 @@ ---- -title: Customize the Favicon -author: cotes -date: 2019-08-11 00:34:00 +0800 -categories: [Blogging, Tutorial] -tags: [favicon] ---- - -The [favicons](https://www.favicon-generator.org/about/) of [**Chirpy**](https://github.com/cotes2020/jekyll-theme-chirpy/) are placed in the directory `assets/img/favicons/`{: .filepath}. You may want to replace them with your own. The following sections will guide you to create and replace the default favicons. - -## Generate the favicon - -Prepare a square image (PNG, JPG, or SVG) with a size of 512x512 or more, and then go to the online tool [**Real Favicon Generator**](https://realfavicongenerator.net/) and click the button Select your Favicon image to upload your image file. - -In the next step, the webpage will show all usage scenarios. You can keep the default options, scroll to the bottom of the page, and click the button Generate your Favicons and HTML code to generate the favicon. - -## Download & Replace - -Download the generated package, unzip and delete the following two from the extracted files: - -- `browserconfig.xml`{: .filepath} -- `site.webmanifest`{: .filepath} - -And then copy the remaining image files (`.PNG`{: .filepath} and `.ICO`{: .filepath}) to cover the original files in the directory `assets/img/favicons/`{: .filepath} of your Jekyll site. If your Jekyll site doesn't have this directory yet, just create one. - -The following table will help you understand the changes to the favicon files: - -| File(s) | From Online Tool | From Chirpy | -|---------------------|:---------------------------------:|:-----------:| -| `*.PNG` | โœ“ | โœ— | -| `*.ICO` | โœ“ | โœ— | - - -> โœ“ means keep, โœ— means delete. -{: .prompt-info } - -The next time you build the site, the favicon will be replaced with a customized edition. diff --git a/_posts/2025-04-17-Negev Rain EDA.md b/_posts/2025-04-17-Negev Rain EDA.md new file mode 100644 index 00000000000..ac2f7787abe --- /dev/null +++ b/_posts/2025-04-17-Negev Rain EDA.md @@ -0,0 +1,35 @@ +--- +title: Negev Rain EDA +date: 2025-04-17 10:00:00 +0300 +categories: [Data Analysis, EDA] +tags: [jupyter-notebook, jupyter-slideshow, pandas, numpy, tableau, rast-api] +render_with_liquid: true +description: Negev Rain Annual EDA +--- + + + +# ๐ŸŒง๏ธ Explore Annual Rainfall Patterns in Southern Israel + +[![IMS Logo](https://ims.gov.il/themes/imst/ims/images/logo.jpg)](https://ims.gov.il/en)
+ +## ๐Ÿ” Overview +This project explores the annual rainfall patterns across twenty-six meteorological stations in Southern Israel, analyzing data from over 1,800 measurements. The dataset was obtained from the [Israel Meteorological Service (IMS)](https://ims.gov.il/he/data_gov) and processed using Python along with various libraries for statistical analysis and data visualization. + +## ๐Ÿ“Š Data and Web API +The project leverages rainfall data which can be explored through the provided Jupyter Notebook. You can also access the data and findings via the [Web API](https://ims.gov.il/he/ObservationDataAPI), but you will need a valid token to access it. + +## ๐Ÿ’ฌ Discussion +Analyzing rainfall data proves challenging when relying on a single trendline due to substantial correlation within the dataset. The data does not fit neatly into a linear trend, and different subsets of years lead to varying slopes in trendlines. This is visually demonstrated, as selecting different ranges of years can show either a positive or negative slope. + +This study challenges the assumption that rainfall patterns are solely influenced by the time period chosen for measurements. By calculating all possible trendlines, the project captures the respective slopes over different time periods, allowing for a more comprehensive analysis. The heatmaps presented in the project visually represent these fluctuating slopes, revealing that rainfall amounts in southern Israel have generally declined over time. + +While examining a 70-year span, the slope of the trendline varies significantly, but by focusing on periods of at least 10 years, a consistent downward trend emerges, marked by a predominant red hue, particularly in the upper corner. This suggests a clear and ongoing decrease in rainfall over time. + +## ๐ŸŽž๏ธ slideshow +{% include embed/webpage.html url="https://nisanman.github.io/NegevRainAnnual/#/1/1" height="700"%} + +[slideshows link](https://nisanman.github.io/NegevRainAnnual/#/) +This is a data presentation project based on rainfall analysis using Python and Jupyter Notebook. + +## ๐Ÿ“ˆ [Tableau Visualization Link](https://public.tableau.com/shared/GN7J29MRK?:display_count=n&:origin=viz_share_link) diff --git a/_posts/2025-04-21-SVD.md b/_posts/2025-04-21-SVD.md new file mode 100644 index 00000000000..7507d46fd0e --- /dev/null +++ b/_posts/2025-04-21-SVD.md @@ -0,0 +1,132 @@ +--- +title: Singular Value Decomposition (SVD) +date: 2025-04-21 10:00:00 +0300 +categories: [Mathematics,ML] +tags: [svd, pca, sklearn, dimensionality-reduction, jupyter-notebook,LSA] +render_with_liquid: true +description: dive into Singular Value Decomposition (SVD), PCA, TruncatedSVD, and practical examples using NumPy and sklearn. +math: true +--- +## ๐Ÿ“Œ `sklearn.decomposition` and SVD + +The `sklearn.decomposition` module provides dimensionality reduction tools such as **PCA** and **TruncatedSVD**, both based on **Singular Value Decomposition (SVD)** โœจ. + +- ๐Ÿ“Š **PCA** uses SVD to extract principal components after mean-centering the data. +- ๐Ÿง  **TruncatedSVD** applies SVD without mean-centering, making it suitable for **sparse data** and **text analysis** (e.g., **Latent Semantic Analysis**). + +### ๐Ÿ› ๏ธ Applications + +SVD is widely used in: +- ๐Ÿ“‰ Dimensionality reduction +- ๐Ÿ”‡ Noise filtering +- ๐Ÿ–ผ๏ธ Image compression +- ๐Ÿ“ฆ Data compression + +--- + +## ๐Ÿ” SVD โ€“ Singular Value Decomposition + +SVD is a powerful matrix factorization technique that decomposes a matrix $A$ into three components: + +### ๐Ÿงฎ SVD Decomposition and Formula + +1. $A$ is factorized as $A = U \Sigma V^T$ +2. $U$ and $V$ are orthogonal matrices: + - $U^T U = I$ + - $V^T V = I$ +3. $\Sigma$ is a diagonal matrix with non-negative singular values $\sigma_i$, sorted in descending order. + + +Where the dim: +- $A$ is an $m \times n$ matrix +- $\Sigma$ is an $m \times n$ diagonal matrix with singular values $\sigma_i$ +- $U$ is an $m \times m$ matrix of **left singular vectors** +- $V^T$ is an $n \times n$ matrix of **right singular vectors** + +> ##### Explicit Matrix Representation +> $$\begin{bmatrix}a_{11} & a_{12} & \dots & a_{1n} \\a_{21} & a_{22} & \dots & a_{2n} \\\vdots & \vdots & \ddots & \vdots \\a_{m1} & a_{m2} & \dots & a_{mn}\end{bmatrix}=\begin{bmatrix}\mathbf{u_1} \\\mathbf{u_2} \\\vdots \\\mathbf{u_m}\end{bmatrix}\cdot\begin{bmatrix}\sigma_1 & 0 & \dots & 0 \\0 & \sigma_2 & \dots & 0 \\\vdots & \vdots & \ddots & \vdots \\0 & 0 & \dots & \sigma_r \\0 & 0 & \dots & 0 \\\vdots & \vdots & \ddots & \vdots \\0 & 0 & \dots & 0\end{bmatrix}\cdot\begin{bmatrix}\mathbf{v_1^T} & \mathbf{v_2^T} & \dots & \mathbf{v_n^T}\end{bmatrix}$$ + +--- + +##### ๐Ÿ”น SVD Properties + +- The **rank** of $A$ equals the number of non-zero singular values. +- The **first few** singular values capture most of the variance. +- Enables **low-rank approximation** to simplify complex data. + +--- + +##### ๐Ÿ”น Practical Applications + +โœ” **Dimensionality Reduction** (PCA) +โœ” **Noise Reduction** +โœ” **Recommender Systems** +โœ” **Image Compression** +โœ” **Latent Semantic Analysis (LSA)** in NLP + +--- + +## ๐Ÿงช Example: SVD with NumPy + +```python +import numpy as np + +A = np.array([[0, 0.25, 0], + [-2, 0, 0]]) + +u, s, vt = np.linalg.svd(A) + +# Convert singular values into matrix form +sigma = np.zeros_like(A, dtype=float) +np.fill_diagonal(sigma, s) + +# Print U, ฮฃ, and Vแต€ +for row_u, row_s, row_v in zip(u.tolist(), sigma.tolist(), vt.T.tolist()): + print(str(row_u).ljust(20), str(row_s).ljust(20), str(row_v)) +``` +> ##### โš ๏ธ Important: +> +> - `np.linalg.svd()` returns **ฮฃ** (singular values) as a **1D vector**, not a diagonal matrix. +> - To reconstruct the original matrix, you need to convert ฮฃ into a diagonal matrix of appropriate shape. +```python +# convert ฮฃ (s) to a matrix with the correct shape. +sigma = np.zeros_like(A, dtype=float) +np.fill_diagonal(sigma, s) +``` + +### ๐Ÿ”„ Low-Rank Approximation with SVD + +```python +A = np.array([[2, 1], + [4, 3], + [0, -2], + [-2, -6]]) + +U, S, VT = np.linalg.svd(A) +k = 1 # number of components +Sigma_k = np.zeros((U.shape[0], VT.shape[0])) +np.fill_diagonal(Sigma_k, S[:k]) + +A_approx = U[:, :k] @ Sigma_k[:k, :k] @ VT[:k, :] +avg_A_sum = sum(A) / A.shape[0] +A_approx += avg_A_sum +``` + +### ๐Ÿ“ˆ Compare with Linear Regression + +We will notice that the methods lead to **different approximations** because they are based on different error minimization strategies. +- **Linear Regression** minimizes the squared distance between the data points and the regression line, essentially finding the **k-dimensional hyperplane** that minimizes the squared distance to the data points along the (k+1)-st dimension. +- **SVD**, on the other hand, minimizes the squared distance from the points to the **plane** defined by the most significant singular vectors. It captures the best fit in a lower-dimensional subspace, thus approximating the data. + +For more details, you can read [wolfram Least Squares Fitting on the difference between SVD and Linear Regression](https://mathworld.wolfram.com/LeastSquaresFitting.html). + +![image.png](https://qph.cf2.quoracdn.net/main-qimg-fabbfebd213b6e560a9d2aeccc4a9e39) + +## ๐Ÿงพ My Jupyter Notebook + + diff --git a/_posts/2025-04-23-Pythagorean-Tree.md b/_posts/2025-04-23-Pythagorean-Tree.md new file mode 100644 index 00000000000..994181a4b0b --- /dev/null +++ b/_posts/2025-04-23-Pythagorean-Tree.md @@ -0,0 +1,112 @@ +--- +title: Pythagorean Tree +date: 2025-04-23 10:00:00 +0300 +categories: [Dev, Design Patterns] +tags: [oop, singleton , factory, python, design patterns, numpy, opencv] +render_with_liquid: true +description: A visual and object-oriented implementation of the Pythagorean Tree using Python, showcasing design patterns like Singleton and Factory, and leveraging NumPy and OpenCV for graphical rendering. + +# image: +# path: "/assets/img/images/PythagoreanTree/scene_night_moon.webp" +# # lqip: data:image/webp;base64,UklGRuIAAABXRUJQVlA4INYAAACQBQCdASoUAAsAPm0skkWkIqGYBABABsS2AE6ZQjgbYBUoUWrZNBERDADEVLSVjE7Nl6ItAAD+/m7ELYcwg+RtFAPhHg3UNYByIGYlMyaubKcmMepfUAHyjEOKt4ydywBT871v5IS9b8FPdN/KfNOV/qx4wGk/0J6gv18RlA/b1qwgk90+GJhSyOas/3F077SHsj/evVy5Ul9F74NYlaCOMsCmshRz3NWhaxquuT7kq5W+r/dP+f/pk2Tx8v8yzLEtKds9ALqvFxls4/3PFwr/8dS3/AAA +# alt: Responsive rendering of Chirpy theme on multiple devices. +light_image: + path: /assets/img/images/PythagoreanTree/scene_day_sun.webp + lqip: data:image/webp;base64,UklGRsoAAABXRUJQVlA4IL4AAADQBACdASoUAAsAPm0skkWkIqGYBABABsS2AE6ZQjubyX8VQDFW1YsmJWHTNWYHAAD++hR2pRF1Srf1BpL/priIV4qKWVMwv7qCayU/EI29KD3H1AfQOaGzFtisjJ/uS5hmORnfrhT+48wZ+UDurJBD/5UbyUYAUgqRYHvkd+VEe97suzqSjpmNObZ8LT2sd/8zOT1UTAQKn2QFL3tdoGaoj/H/P/280Pdkn9TuH7kuMqR7DuK01mjKjVZ/FwAA + alt: Image for Light Mode +dark_image: + path: /assets/img/images/PythagoreanTree/scene_night_moon.webp + lqip: data:image/webp;base64,UklGRuIAAABXRUJQVlA4INYAAACQBQCdASoUAAsAPm0skkWkIqGYBABABsS2AE6ZQjgbYBUoUWrZNBERDADEVLSVjE7Nl6ItAAD+/m7ELYcwg+RtFAPhHg3UNYByIGYlMyaubKcmMepfUAHyjEOKt4ydywBT871v5IS9b8FPdN/KfNOV/qx4wGk/0J6gv18RlA/b1qwgk90+GJhSyOas/3F077SHsj/evVy5Ul9F74NYlaCOMsCmshRz3NWhaxquuT7kq5W+r/dP+f/pk2Tx8v8yzLEtKds9ALqvFxls4/3PFwr/8dS3/AAA + alt: Image for Dark Mode +--- + +![Light mode only](/assets/img/images/PythagoreanTree/scene_day_sun.webp){: .light } +![Dark mode only](/assets/img/images/PythagoreanTree/scene_night_moon.webp){: .dark } + +# Pythagorean Tree Generator + +## Overview + +This project generates visual scenes containing Pythagorean trees, using **OpenCV** and **NumPy**. Each scene can include a sky, earth, sun, moon, and stars, and multiple fractal trees with customizable colors and styles. + +## Project Structure + + +``` +PythagoreanTree/ +โ”œโ”€โ”€ main.py +โ”œโ”€โ”€ tree/ +โ”‚ โ”œโ”€โ”€ __init__.py +โ”‚ โ”œโ”€โ”€ generator.py +โ”‚ โ”œโ”€โ”€ drawer.py +โ”‚ โ”œโ”€โ”€ background.py +โ”‚ โ””โ”€โ”€ scene_generator.py +โ”œโ”€โ”€output/ +โ”‚ โ”œโ”€โ”€ output.png +โ”œโ”€โ”€ requirements.txt +โ”œโ”€โ”€README.md +โ””โ”€โ”€.gitignore +``` + + +## Libraries + +- [OpenCV](https://opencv.org/) +- [NumPy](https://numpy.org/) + +## Requirements + +- Python 3.x +- Install dependencies with: + +```bash +pip install -r requirements.txt +``` + +## Usage +To generate the Pythagorean tree, simply run: +```bash +python main.py +``` +This will generate multiple images with different background + +### settings and tree designs. + +Tree Customization +Each tree can be configured using the following parameters in `tree_gen.generate(...)`: +```python +generate(x, y, length, angle, branch_angle, depth) +``` +### Tree Generation Parameters + +- `x, y`: starting position of the tree +- `length`: length of the base square +- `angle`: starting angle (usually `ฯ€/2`) +- `branch_angle`: angle between branches (e.g., `np.pi / 4`) +- `depth`: recursion depth (e.g., `10`) + +### Tree Styling + +Each tree dictionary also supports: + +- `start_color`: RGB tuple for the base color +- `end_color`: RGB tuple for the top color +- `gradient`: one of `"linear"`, `"reverse"`, `"constant"` + +### Scene Configuration + +Each scene is defined by a dictionary like: + +```python +{ + "day": True or False, # Background color (day/night) + "sun": True or False, # Show sun + "moon": True or False, # Show moon and stars + "text": "Scene title", # Text label + "file": "output_file.png" # Output file name +} +``` + + + diff --git a/assets/files/Nisan Sher CV.pdf b/assets/files/Nisan Sher CV.pdf new file mode 100644 index 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"@semantic-release/exec": "^6.0.3", "@semantic-release/git": "^10.0.1", - "concurrently": "^9.1.0", + "concurrently": "^9.1.2", "conventional-changelog-conventionalcommits": "^8.0.0", "husky": "^9.1.7", "purgecss": "^7.0.2", From b7a28aea164e05cdf8f542d72b19c91dd4a35c66 Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 07:38:04 +0300 Subject: [PATCH 04/13] build: install missing dependency --- _sass/vendors/_bootstrap.scss | 5 +++++ assets/js/dist/app.min.js | 7 +++++++ assets/js/dist/categories.min.js | 4 ++++ assets/js/dist/commons.min.js | 4 ++++ assets/js/dist/home.min.js | 4 ++++ assets/js/dist/misc.min.js | 4 ++++ assets/js/dist/page.min.js | 4 ++++ assets/js/dist/post.min.js | 4 ++++ assets/js/dist/sw.min.js | 7 +++++++ assets/js/dist/theme.min.js | 4 ++++ 10 files changed, 47 insertions(+) create mode 100644 _sass/vendors/_bootstrap.scss create mode 100644 assets/js/dist/app.min.js create mode 100644 assets/js/dist/categories.min.js create mode 100644 assets/js/dist/commons.min.js create mode 100644 assets/js/dist/home.min.js create mode 100644 assets/js/dist/misc.min.js create mode 100644 assets/js/dist/page.min.js create mode 100644 assets/js/dist/post.min.js create mode 100644 assets/js/dist/sw.min.js create mode 100644 assets/js/dist/theme.min.js diff --git a/_sass/vendors/_bootstrap.scss b/_sass/vendors/_bootstrap.scss new file mode 100644 index 00000000000..9be5bfdcda2 --- /dev/null +++ b/_sass/vendors/_bootstrap.scss @@ -0,0 +1,5 @@ +@charset "UTF-8";/*! + * Bootstrap v5.3.5 (https://getbootstrap.com/) + * Copyright 2011-2025 The Bootstrap Authors + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) + */:root{--bs-success:#198754;--bs-danger:#dc3545;--bs-font-sans-serif:system-ui,-apple-system,"Segoe UI",Roboto,"Helvetica Neue","Noto Sans","Liberation Sans",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color 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var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:var(--bs-secondary-color);--bs-pagination-disabled-bg:var(--bs-secondary-bg);--bs-pagination-disabled-border-color:var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media 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.page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius:var(--bs-border-radius);position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.list-group{--bs-list-group-color:var(--bs-body-color);--bs-list-group-bg:var(--bs-body-bg);--bs-list-group-border-color:var(--bs-border-color);--bs-list-group-border-width:var(--bs-border-width);--bs-list-group-border-radius:var(--bs-border-radius);--bs-list-group-item-padding-x:1rem;--bs-list-group-item-padding-y:0.5rem;--bs-list-group-disabled-color:var(--bs-secondary-color);--bs-list-group-disabled-bg:var(--bs-body-bg);--bs-list-group-active-color:#fff;--bs-list-group-active-bg:#0d6efd;--bs-list-group-active-border-color:#0d6efd;display:flex;flex-direction:column;padding-left:0;margin-bottom:0;border-radius:var(--bs-list-group-border-radius)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) 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var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414'/%3e%3c/svg%3e");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;filter:var(--bs-btn-close-filter);border:0;border-radius:.375rem;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close.disabled,.btn-close:disabled{pointer-events:none;-webkit-user-select:none;-moz-user-select:none;user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}:root{--bs-btn-close-filter: }.toast{--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb), 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var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width))}.toast-header .btn-close{margin-right:calc(-.5 * var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.tooltip{--bs-tooltip-zindex:1080;--bs-tooltip-max-width:200px;--bs-tooltip-padding-x:0.5rem;--bs-tooltip-padding-y:0.25rem;--bs-tooltip-margin: ;--bs-tooltip-font-size:0.875rem;--bs-tooltip-color:var(--bs-body-bg);--bs-tooltip-bg:var(--bs-emphasis-color);--bs-tooltip-border-radius:var(--bs-border-radius);--bs-tooltip-opacity:0.9;--bs-tooltip-arrow-width:0.8rem;--bs-tooltip-arrow-height:0.4rem;z-index:var(--bs-tooltip-zindex);display:block;margin:var(--bs-tooltip-margin);font-family:var(--bs-font-sans-serif);font-style:normal;font-weight:400;line-height:1.5;text-align:left;text-align:start;text-decoration:none;text-shadow:none;text-transform:none;letter-spacing:normal;word-break:normal;white-space:normal;word-spacing:normal;line-break:auto;font-size:var(--bs-tooltip-font-size);word-wrap:break-word;opacity:0}.tooltip.show{opacity:var(--bs-tooltip-opacity)}.tooltip .tooltip-arrow{display:block;width:var(--bs-tooltip-arrow-width);height:var(--bs-tooltip-arrow-height)}.tooltip .tooltip-arrow::before{position:absolute;content:"";border-color:transparent;border-style:solid}.bs-tooltip-auto[data-popper-placement^=top] 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mode 100644 index 00000000000..58159c409a4 --- /dev/null +++ b/assets/js/dist/theme.min.js @@ -0,0 +1,4 @@ +/*! + * jekyll-theme-chirpy v7.2.4 | ยฉ 2019 Cotes Chung | MIT Licensed | https://github.com/cotes2020/jekyll-theme-chirpy/ + */ +var Theme=function(){"use strict";function t(t,e,i){if("function"==typeof t?t===e:t.has(e))return arguments.length<3?e:i;throw new TypeError("Private element is not present on this object")}function e(e,i,s){return s(t(e,i))}var i;class s{static get DARK(){return"dark"}static get LIGHT(){return"light"}static get ID(){return"theme-mode"}static get visualState(){return e(s,this,o)?e(s,this,n):e(s,this,h)?this.DARK:this.LIGHT}static getThemeMapper(t,e){return{[this.LIGHT]:t,[this.DARK]:e}}static init(){this.switchable&&(t(s,this,b)._.addEventListener("change",(()=>{const i=e(s,this,n);t(s,this,a).call(this),i!==this.visualState&&t(s,this,l).call(this)})),e(s,this,o)&&(e(s,this,r)?t(s,this,u).call(this):t(s,this,c).call(this)))}static 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t||!t)return t;var i=t[Symbol.toPrimitive];if(void 0!==i){var s=i.call(t,e);if("object"!=typeof s)return s;throw new TypeError("@@toPrimitive must return a primitive value.")}return("string"===e?String:Number)(t)}(t,"string");return"symbol"==typeof e?e:e+""}(f))in m?Object.defineProperty(m,f,{value:d,enumerable:!0,configurable:!0,writable:!0}):m[f]=d,s.init(),s}(); From a3f30f6b23f72398903d2f7024a1d215fc3d8a64 Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 07:43:47 +0300 Subject: [PATCH 05/13] docs: add about page --- _tabs/about.md | 101 ++++++++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 99 insertions(+), 2 deletions(-) diff --git a/_tabs/about.md b/_tabs/about.md index ddb2bc4c5bd..6fc85b73ad9 100644 --- a/_tabs/about.md +++ b/_tabs/about.md @@ -4,5 +4,102 @@ icon: fas fa-info-circle order: 4 --- -> Add Markdown syntax content to file `_tabs/about.md`{: .filepath } and it will show up on this page. -{: .prompt-tip } +# ๐Ÿ‘‹ Hello, I'm Nisan Sher +[![LinkedIn](https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white)](https://linkedin.com/in/nisan-sher/) +[![GitHub](https://img.shields.io/badge/GitHub-181717?style=for-the-badge&logo=github&logoColor=white)](https://github.com/nisanMan) +[![kaggle](https://img.shields.io/badge/Kaggle-20BEFF?style=for-the-badge&logo=kaggle&logoColor=white)](https://www.kaggle.com/nisansher) + +A **mathematician turned data scientist**, passionate about **AI**, **Machine Learning**, and **data-driven insights**. + +## ๐ŸŽ“ Academic Background + +- **B.Sc. in Mathematics** from The Open University (2021โ€“2025) +- Seminar on **Quantum Computing**, focusing on **Shorโ€™s Algorithm** +- Co-author of a peer-reviewed publication on virus transmission in garlic seeds: **MDPI Journal**. +

+ Garlic virus research figure +

+ +

+ Figure of tracing potyvirusesโ€™ distribution in garlic reproductive tissues.
+ Click here to read the full paper. +

+ + + +## ๐Ÿ› ๏ธ Technical Skills + +
+ + + + + + + + + + + + + + + + + + + + + +
+ Python + + Pandas + + NumPy + + SciPy + + Scikit-learn + + XGBoost + + Matplotlib + + Seaborn +
+ MySQL + + PostgreSQL + + Java + + Postman + + Git + + Power BI + + Docker + + Tableau +
+
+ + + +## ๐Ÿ“„ Certifications + +- **Advanced Data Analytics Professional** by [Google Certificate (2025)](https://www.credly.com/badges/e81e2d15-ed99-4264-a143-5ac090ce7c4d/public_url) +
Google Data Analytics Certificate
+ +## ๐Ÿงช Professional Experience + +**Research Assistant** at Volcani Center ARO (2021โ€“2023): + +- Conducted research on virus transmission in seeds and biotechnology +- Collected, analyzed, and interpreted complex datasets +- Collaborated with interdisciplinary teams to derive scientific insights + +## ๐ŸŒ Languages: Hebrew, English, Russian. + From 0abc437ea47234f140f5b8db924b24787239d503 Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 08:06:40 +0300 Subject: [PATCH 06/13] docs: add image to SVD post --- _posts/2025-04-21-SVD.md | 4 ++++ _posts/2025-04-23-Pythagorean-Tree.md | 7 +------ assets/img/images/svd design.webp | Bin 0 -> 33494 bytes 3 files changed, 5 insertions(+), 6 deletions(-) create mode 100644 assets/img/images/svd design.webp diff --git a/_posts/2025-04-21-SVD.md b/_posts/2025-04-21-SVD.md index 7507d46fd0e..46f0f0e2d92 100644 --- a/_posts/2025-04-21-SVD.md +++ b/_posts/2025-04-21-SVD.md @@ -6,6 +6,10 @@ tags: [svd, pca, sklearn, dimensionality-reduction, jupyter-notebook,LSA] render_with_liquid: true description: dive into Singular Value Decomposition (SVD), PCA, TruncatedSVD, and practical examples using NumPy and sklearn. math: true +image: + path: "/assets/img/images/svd design.webp" + lqip: data:image/webp;base64,UklGRogAAABXRUJQVlA4IHwAAABQBACdASoUAAsAPm0qkUWkIqGYBABABsSxAE6ZQjgAEtEbFdA2t1vfqeQAAP0gzXMInt0VlnY4jNxGYuCEwqyT2Y7Xykn+tRSsUqjETi7Rq8Jsdar20KSXKZxP5TKZ7Ijrk0X4LUJtQXD3pgW7nnNVdWuf0xFgKOxxfQAA + alt: svd --- ## ๐Ÿ“Œ `sklearn.decomposition` and SVD diff --git a/_posts/2025-04-23-Pythagorean-Tree.md b/_posts/2025-04-23-Pythagorean-Tree.md index 994181a4b0b..4dca690cd7d 100644 --- a/_posts/2025-04-23-Pythagorean-Tree.md +++ b/_posts/2025-04-23-Pythagorean-Tree.md @@ -4,12 +4,7 @@ date: 2025-04-23 10:00:00 +0300 categories: [Dev, Design Patterns] tags: [oop, singleton , factory, python, design patterns, numpy, opencv] render_with_liquid: true -description: A visual and object-oriented implementation of the Pythagorean Tree using Python, showcasing design patterns like Singleton and Factory, and leveraging NumPy and OpenCV for graphical rendering. - -# image: -# path: "/assets/img/images/PythagoreanTree/scene_night_moon.webp" -# # lqip: data:image/webp;base64,UklGRuIAAABXRUJQVlA4INYAAACQBQCdASoUAAsAPm0skkWkIqGYBABABsS2AE6ZQjgbYBUoUWrZNBERDADEVLSVjE7Nl6ItAAD+/m7ELYcwg+RtFAPhHg3UNYByIGYlMyaubKcmMepfUAHyjEOKt4ydywBT871v5IS9b8FPdN/KfNOV/qx4wGk/0J6gv18RlA/b1qwgk90+GJhSyOas/3F077SHsj/evVy5Ul9F74NYlaCOMsCmshRz3NWhaxquuT7kq5W+r/dP+f/pk2Tx8v8yzLEtKds9ALqvFxls4/3PFwr/8dS3/AAA -# alt: Responsive rendering of Chirpy theme on multiple devices. +description: A visual and object-oriented implementation of the Pythagorean Tree using Python, showcasing design patterns like Singleton and Factory, and leveraging NumPy and OpenCV for graphical rendering. light_image: path: /assets/img/images/PythagoreanTree/scene_day_sun.webp lqip: 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HcmV?d00001 From 2506bd52363ce410bc87099b2a37368714ca3f6b Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 10:51:50 +0300 Subject: [PATCH 07/13] docs: add image to SVD post --- _layouts/home.html | 2 ++ _posts/2025-04-17-Negev Rain EDA.md | 4 ++++ assets/img/images/desert n.webp | Bin 0 -> 300552 bytes 3 files changed, 6 insertions(+) create mode 100644 assets/img/images/desert n.webp diff --git a/_layouts/home.html b/_layouts/home.html index 1fe87753640..12d2896e4f1 100644 --- a/_layouts/home.html +++ b/_layouts/home.html @@ -78,6 +78,7 @@ alt="{{ post.light_image.alt}}" {{ post.light_image.lqip }} class="popup img-link light shimmer" + loading="lazy" style="height: 100%; border-top-right-radius: 8px; border-bottom-right-radius: 8px;" > {{ post.dark_image.alt}} diff --git a/_posts/2025-04-17-Negev Rain EDA.md b/_posts/2025-04-17-Negev Rain EDA.md index ac2f7787abe..9705df5483d 100644 --- a/_posts/2025-04-17-Negev Rain EDA.md +++ b/_posts/2025-04-17-Negev Rain EDA.md @@ -5,6 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base64, io] +render_with_liquid: true +description: "Converting PNG images to WEBP format and generating LQIP (Low-Quality Image Placeholder) for fast image preview" +image: + path: "/assets/img/images/webp liqd.webp" + lqip: data:image/webp;base64,UklGRooAAABXRUJQVlA4IH4AAAAwBACdASoUAAsAPm0skkWkIqGYBABABsSygE6ZQAEXuWaC+nhhb67ABgAA/vyuN3cZV4cN5k5l7MnJ50dgfC41X/7FXR9nR22uA7uf4fW6KucpDC72VJpp/+DV1n+FVzusEgnpZRojNRl4fcOLda77EoWv3FFOjOh5MGGu4AA= + alt: WEBP and LQIP +--- + +## This script converts PNG images to WEBP format and generates Low-Quality Image Placeholders (LQIP) in Python: + +```python +from PIL import Image +import os +import base64 +import io + +input_folder = "images" +output_folder = "output" +os.makedirs(output_folder, exist_ok=True) + +def convert_to_webp_and_generate_lqip(input_path, output_path, output_size=(20, 20)): + with Image.open(input_path) as img: + # Convert the image to WEBP format + img.save(output_path, "WEBP") + + # Generate LQIP in base64 format + img.thumbnail(output_size) + buffer = io.BytesIO() + img.save(buffer, format="WEBP") + buffer.seek(0) + img_base64 = base64.b64encode(buffer.read()).decode("utf-8") + return f"data:image/webp;base64,{img_base64}" + +for filename in os.listdir(input_folder): + if filename.lower().endswith(".png"): + input_path = os.path.join(input_folder, filename) + output_filename = f"{os.path.splitext(filename)[0]}.webp" + output_path = os.path.join(output_folder, output_filename) + + # Convert and generate LQIP + base64_image_data = convert_to_webp_and_generate_lqip(input_path, output_path) + + # Create YML tag + yml_tag = f"""image: + path: "/assets/img/images/{output_filename}" + lqip: {base64_image_data} + alt: {output_filename}""" + + print(yml_tag) +``` + +## File Structure: +```markdown +liqd/ +โ”œโ”€โ”€ .ipynb_checkpoints +โ”‚ โ””โ”€โ”€ img png to webp and liqd-checkpoint.ipynb +โ”œโ”€โ”€ images +โ”‚ โ”œโ”€โ”€ img png for webp 1.png +โ”‚ โ””โ”€โ”€ img png for webp 2.png +โ”œโ”€โ”€ img png to webp and liqd.ipynb +โ””โ”€โ”€ output + โ”œโ”€โ”€ img png for webp 1.webp + โ””โ”€โ”€ img png for webp 2.webp +``` +This post shows how to convert PNG images to WEBP format and generate a base64 LQIP for faster previews. diff --git a/assets/img/images/webp liqd.webp b/assets/img/images/webp liqd.webp new file mode 100644 index 0000000000000000000000000000000000000000..1cef87baa16af7b250cbd3ea875959506ee65a9c GIT binary patch literal 25664 zcmV(zK<2+vNk&FEWB>qHMM6+kP&gngWB>qAP6C|)DzF500zPdvmq{ceB{`w933D(F ziD_=!_Pl}pIiKe0aPT$Q59@jidKYJtH~&iXH2u;0jmS@&;38!JvDs0`LFq3m;R9X$@qWopSqtVzpLmk>i@^{PwYqY zf4~2d_n-a;fd4Ij$n^{Sqxy&W-%2mg?!Vl>{qH^VSnrU zfc~%l!t${3R{GEUUtk~RU*3Q5|C#*G`i}og|EHlp*uU8S^Z!-wCH)Wl7ych!pJt!E zKF|NVf`Sz`g!#V>G|2_qz3$v*s^n97!dt->%w-)+3Ds=R^3QbXPx+H8X{EL`#jg+g zT8xgQhV8htIR{H&XwvwX>>c`w5w>G11s5x$(&o^T*ovp+MYy_g_jFZ4F#B&!VYj3ZT}gLF{#x_* zLT1xSrnHuQGw@vN@hO{%5+_iZ)^&QW`OzWe#mGd{D|_XR{$4}(8B$2t)KNA$r7B$) zbs{*aWre&*q#wcv?sd*?0BS>#do;alLv3ilvTl!%lSbI&_cB2mZ?YgezA~kJUxo*} 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refactor: readme --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index 6ad1fbcbef3..c95a2f9c5f0 100644 --- a/README.md +++ b/README.md @@ -170,3 +170,6 @@ This work is published under [MIT][mit] License. [CD]: https://en.wikipedia.org/wiki/Continuous_deployment [mit]: https://github.com/cotes2020/chirpy-starter/blob/master/LICENSE >>>>>>> v7.2.4 +- [ ] make post on add ficher img dark lith mode +- [ ] make post on mormate +- [ ] make the abute lode bater From e91ce15ac4c61ff9a1a75107868ad49992e6ad28 Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 12:02:53 +0300 Subject: [PATCH 10/13] refactor: readme --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c95a2f9c5f0..b331283f23a 100644 --- a/README.md +++ b/README.md @@ -173,3 +173,4 @@ This work is published under [MIT][mit] License. - [ ] make post on add ficher img dark lith mode - [ ] make post on mormate - [ ] make the abute lode bater +- [ ] and more From 5aaf3f0e2899115972cf427ff63d33e799fb1bdb Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 12:41:05 +0300 Subject: [PATCH 11/13] docs: add working latex --- _posts/2025-04-21-SVD.md | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/_posts/2025-04-21-SVD.md b/_posts/2025-04-21-SVD.md index 46f0f0e2d92..7c8cc91f9fc 100644 --- a/_posts/2025-04-21-SVD.md +++ b/_posts/2025-04-21-SVD.md @@ -34,18 +34,18 @@ SVD is a powerful matrix factorization technique that decomposes a matrix $A$ in ### ๐Ÿงฎ SVD Decomposition and Formula -1. $A$ is factorized as $A = U \Sigma V^T$ -2. $U$ and $V$ are orthogonal matrices: - - $U^T U = I$ - - $V^T V = I$ -3. $\Sigma$ is a diagonal matrix with non-negative singular values $\sigma_i$, sorted in descending order. - - -Where the dim: -- $A$ is an $m \times n$ matrix -- $\Sigma$ is an $m \times n$ diagonal matrix with singular values $\sigma_i$ -- $U$ is an $m \times m$ matrix of **left singular vectors** -- $V^T$ is an $n \times n$ matrix of **right singular vectors** +1. A = U ฮฃ Vแต€ +2. U and V are orthogonal matrices: + - Uแต€ U = I + - Vแต€ V = I +3. ฮฃ is a diagonal matrix with non-negative singular values ฯƒแตข, sorted in descending order. + +Where the dim: +- A is an m x n matrix +- ฮฃ is an m x n diagonal matrix with singular values ฯƒแตข +- U is an m x m matrix of **left singular vectors** +- Vแต€ is an n x n matrix of **right singular vectors** + > ##### Explicit Matrix Representation > $$\begin{bmatrix}a_{11} & a_{12} & \dots & a_{1n} \\a_{21} & a_{22} & \dots & a_{2n} \\\vdots & \vdots & \ddots & \vdots \\a_{m1} & a_{m2} & \dots & a_{mn}\end{bmatrix}=\begin{bmatrix}\mathbf{u_1} \\\mathbf{u_2} \\\vdots \\\mathbf{u_m}\end{bmatrix}\cdot\begin{bmatrix}\sigma_1 & 0 & \dots & 0 \\0 & \sigma_2 & \dots & 0 \\\vdots & \vdots & \ddots & \vdots \\0 & 0 & \dots & \sigma_r \\0 & 0 & \dots & 0 \\\vdots & \vdots & \ddots & \vdots \\0 & 0 & \dots & 0\end{bmatrix}\cdot\begin{bmatrix}\mathbf{v_1^T} & \mathbf{v_2^T} & \dots & \mathbf{v_n^T}\end{bmatrix}$$ From f7ed3c5f597505d5ecf2cd6936189edbd09ec5db Mon Sep 17 00:00:00 2001 From: nisan Date: Sun, 27 Apr 2025 12:43:40 +0300 Subject: [PATCH 12/13] docs: add working latex --- _posts/2025-04-21-SVD.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/_posts/2025-04-21-SVD.md b/_posts/2025-04-21-SVD.md index 7c8cc91f9fc..321d96b8ed0 100644 --- a/_posts/2025-04-21-SVD.md +++ b/_posts/2025-04-21-SVD.md @@ -30,7 +30,7 @@ SVD is widely used in: ## ๐Ÿ” SVD โ€“ Singular Value Decomposition -SVD is a powerful matrix factorization technique that decomposes a matrix $A$ into three components: +SVD is a powerful matrix factorization technique that decomposes a matrix A into three components: ### ๐Ÿงฎ SVD Decomposition and Formula @@ -54,7 +54,7 @@ Where the dim: ##### ๐Ÿ”น SVD Properties -- The **rank** of $A$ equals the number of non-zero singular values. +- The **rank** of A equals the number of non-zero singular values. - The **first few** singular values capture most of the variance. - Enables **low-rank approximation** to simplify complex data. From 2a6841b4d5b12616aae51903b044f85f28fefada Mon Sep 17 00:00:00 2001 From: nisan Date: Thu, 1 May 2025 11:04:24 +0300 Subject: [PATCH 13/13] style: add class img-fluid --- _layouts/home.html | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/_layouts/home.html b/_layouts/home.html index 12d2896e4f1..60f1b5fcc41 100644 --- a/_layouts/home.html +++ b/_layouts/home.html @@ -76,16 +76,16 @@ {{ post.light_image.alt}} {{ post.dark_image.alt}}

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