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4 changes: 2 additions & 2 deletions docs/awesome/awesome-agi-cocosci.md
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Expand Up @@ -1224,6 +1224,8 @@ Contributions are greatly welcomed! Please refer to [Contribution Guidelines](ht

#### Democratization of Science

* [Scientific discovery in the age of artificial intelligence](https://www.nature.com/articles/s41586-023-06221-2) - ***Nature***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=11962817646389491592&hl=en&as_sdt=0,5)]. A review article that examines breakthroughs over the past decade that include self-supervised learning, which allows models to be trained on vast amounts of unlabelled data, and geometric deep learning, which leverages knowledge about the structure of scientific data to enhance model accuracy and efficiency.

* [Human–machine collaboration for improving semiconductor process development](https://www.nature.com/articles/s41586-023-05773-7) - ***Nature***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=10295771969614897767&hl=en&as_sdt=0,5)]. [[Nature News](https://www.nature.com/articles/d41586-023-01353-x)].

* [A foundation model for generalizable disease detection from retinal images](https://www.nature.com/articles/s41586-023-06555-x) - ***Nature***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=3139988207343394501&hl=en&as_sdt=0,5)].
Expand Down Expand Up @@ -1276,8 +1278,6 @@ Contributions are greatly welcomed! Please refer to [Contribution Guidelines](ht

* [Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory](https://ieeexplore.ieee.org/abstract/document/10059206) - ***Transactions on Knowledge and Data Engineering***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=949715967083833369&hl=en&as_sdt=0,10)].

* [Scientific discovery in the age of artificial intelligence](https://www.nature.com/articles/s41586-023-06221-2) - ***Nature***, 2023. [[All Versions](https://scholar.google.com/scholar?cluster=11962817646389491592&hl=en&as_sdt=0,5)]. A review article that examines breakthroughs over the past decade that include self-supervised learning, which allows models to be trained on vast amounts of unlabelled data, and geometric deep learning, which leverages knowledge about the structure of scientific data to enhance model accuracy and efficiency.



### Theory of Mind
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82 changes: 41 additions & 41 deletions docs/awesome/awesome-browser-extensions-for-github.md
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Expand Up @@ -25,27 +25,27 @@ Want to know more about this process? Check out the [Codeless Contributions with

Shows notifications when you get a new notification on GitHub and provides quick access to all notifications in a popup.

Installs: 130 | Stars: 78 | Last update: 2 Jun 2023
Installs: 129 | Stars: 78 | Last update: 2 Jun 2023


Removes clutter from your pull request by automatically marking as viewed files that aren't worth reviewing.

Installs: 32 | Stars: 7 | Last update: 14 Feb 2022
Installs: 31 | Stars: 7 | Last update: 14 Feb 2022


Next level code navigation for GitHub.

Installs: 607 | Stars: 61 | Last update: 20 Jul 2022
Installs: 609 | Stars: 61 | Last update: 20 Jul 2022


Visualize GitHub repos as d3 force-directed graphs. The extension gives you a quick overview of the size and composition of any repo.

Installs: 223 | Stars: 13 | Last update: 26 Apr 2022
Installs: 225 | Stars: 13 | Last update: 26 Apr 2022


The CoderStats link for GitHub Chrome extension displays a link to the CoderStats page for the currently displayed user or organization profile page on GitHub.

Installs: 820 | Stars: 20 | Last update: 2 May 2023
Installs: 822 | Stars: 20 | Last update: 2 May 2023


Show the # of PRs and other contributors stats in the Issues/PRs tab. Can be helpful for maintainers that want to know if it's a contributor's first PR.
Expand All @@ -55,12 +55,12 @@ Installs: 319 | Stars: 455 | Last update: 1 Mar 2021

Displays size of each file, download link and an option of copying file contents directly to clipboard

Installs: 40728 | Stars: 1927 | Last update: 25 Dec 2021
Installs: 40725 | Stars: 1928 | Last update: 25 Dec 2021


Easily search GIPHY to add a GIF into any GitHub comment box.

Installs: 10508 | Stars: 160 | Last update: 7 Nov 2023
Installs: 10506 | Stars: 160 | Last update: 7 Nov 2023


Find the best GIFs for your awesome pull requests.
Expand All @@ -70,22 +70,22 @@ Installs: 136 | Stars: 22 | Last update: n/a

Quickly browse the history of a file from any git repository.

Installs: 7225 | Stars: 13431 | Last update: 14 Oct 2023
Installs: 7224 | Stars: 13432 | Last update: 14 Oct 2023


GitHub provides a page that only shows diffs with a .diff at the end of the URL of the pull request. This browser extension makes it easier to view csv diffs by using daff on that page.

Installs: 22 | Stars: 4 | Last update: 18 Apr 2021
Installs: 23 | Stars: 4 | Last update: 18 Apr 2021


Code folding - the ability to selectively hide and display sections of a code - is an invaluable feature in many text editors and IDEs. Now, developers can utilize that same style code-folding while poring over source code on the web in GitHub. Works for any type of indentation- spaces or tabs.

Installs: 3130 | Stars: 288 | Last update: 14 Jul 2022
Installs: 3129 | Stars: 288 | Last update: 14 Jul 2022


Set custom tab size for code view on GitHub.com

Installs: 549 | Stars: 67 | Last update: 6 May 2019
Installs: 546 | Stars: 67 | Last update: 6 May 2019


Easily navigate through the changes in a file that has been edited on GitHub.
Expand All @@ -105,27 +105,27 @@ Installs: 1000 | Stars: 143 | Last update: 8 Oct 2019

Neat hovercards for GitHub.

Installs: 27261 | Stars: 1789 | Last update: 12 May 2021
Installs: 27268 | Stars: 1789 | Last update: 12 May 2021


Colorize issue and PR links to see their status (open, closed, merged).

Installs: 971 | Stars: 294 | Last update: 9 Dec 2023
Installs: 962 | Stars: 294 | Last update: 9 Dec 2023


Displays npm package stats on GitHub

Installs: 656 | Stars: 56 | Last update: 31 May 2020
Installs: 653 | Stars: 56 | Last update: 31 May 2020


Lists repositories that are similar to the one being viewed

Installs: 430 | Stars: 43 | Last update: 10 Aug 2022
Installs: 432 | Stars: 43 | Last update: 10 Aug 2022


Revert closed GitHub issues from purple back to red

Installs: 30 | Stars: 39 | Last update: 11 Aug 2023
Installs: 28 | Stars: 39 | Last update: 11 Aug 2023


Automatically adds repository size to GitHub's repository summary.
Expand All @@ -135,12 +135,12 @@ Installs: 20000 | Stars: 1175 | Last update: 26 Jun 2020

Chrome extension to see story points in GitHub projects.

Installs: 616 | Stars: 60 | Last update: 17 Aug 2020
Installs: 615 | Stars: 60 | Last update: 17 Aug 2020


Generates a pie chart on user profile pages displaying a breakdown of what languages they have used in their repositories.

Installs: 1001 | Stars: 48 | Last update: 25 Sep 2023
Installs: 993 | Stars: 48 | Last update: 25 Sep 2023


This extension adds the simplicity of WYSIWYG editing to issues, comments, pull requests, wikis and discussions in GitHub. It accepts Markdown input and offers productive writing, starting with tables.
Expand All @@ -160,12 +160,12 @@ Installs: 2000 | Stars: 282 | Last update: 30 Sep 2021

It can make the sub-directories and files of github repository as zip and download it

Installs: 103417 | Stars: 34 | Last update: 21 Aug 2023
Installs: 103410 | Stars: 34 | Last update: 21 Aug 2023


Create, save, edit, pin, search and delete filters that you commonly use on the Github Issues and Pull Requests pages. You are able to scope filters to be shown globally (on each repo) or only have them show up on the repo you create them on. Pinning filters is also a feature that this extension allows you to do. So if you have several filters you use daily - you have a way to quickly access them, at the top of your list.

Installs: 558 | Stars: n/a | Last update: 22 Aug 2022
Installs: 554 | Stars: n/a | Last update: 22 Aug 2022


Extension to get back current and longest streak.
Expand All @@ -180,7 +180,7 @@ Installs: 2000 | Stars: 345 | Last update: n/a

Hide dotfiles from the GitHub file browser.

Installs: 704 | Stars: 317 | Last update: 17 Sep 2021
Installs: 699 | Stars: 317 | Last update: 17 Sep 2021


Allows you to toggle between the normal GitHub contribution chart and an isometric pixel art version.
Expand All @@ -190,22 +190,22 @@ Installs: 10000 | Stars: 3399 | Last update: 19 Nov 2023

Browser extension to add git graph to GitHub website.

Installs: 5355 | Stars: 2147 | Last update: 17 Nov 2023
Installs: 6354 | Stars: 2159 | Last update: 17 Nov 2023


Chrome extension that adds a button in browser and links this button to a GitHub repository that you will configure, then on any webpage just click this extension button and it will add the given link with the title of the page in that repository.

Installs: 56 | Stars: 234 | Last update: 26 May 2018
Installs: 58 | Stars: 234 | Last update: 26 May 2018


See forks with the most stars under the names of repositories.

Installs: 1335 | Stars: 564 | Last update: 6 Nov 2023
Installs: 1333 | Stars: 564 | Last update: 6 Nov 2023


Show Material icons for files/folders in repository file viewer. Display the same icons from vscode-material-icon-theme VSCode extension.

Installs: 10664 | Stars: 393 | Last update: 21 Nov 2023
Installs: 10662 | Stars: 393 | Last update: 21 Nov 2023


An extension that creates direct links to imported modules, external or internal, on source code on GitHub. Supports multiple languages, including common ones like Rust, Go, Python and Ruby, but also odd ones like Nim, Haskell, Julia and Elm.
Expand All @@ -215,34 +215,34 @@ Installs: 46 | Stars: 245 | Last update: 27 Nov 2019

Chrome extension which helps you not to miss important changes in your news thread related to your repo

Installs: 16 | Stars: 15 | Last update: 1 Oct 2018
Installs: 14 | Stars: 15 | Last update: 1 Oct 2018


A Chrome and Firefox extension to quickly see your notifications in a popup without leaving the current page.

Installs: 426 | Stars: 141 | Last update: 6 Apr 2023
Installs: 417 | Stars: 141 | Last update: 6 Apr 2023


Displays your GitHub notifications unread count. Supports GitHub Enterprise and an option to only show unread count for issues you're participating in. You can click the icon to quickly see your unread notifications.

Installs: 10563 | Stars: 1758 | Last update: 12 Jul 2023
Installs: 10559 | Stars: 1758 | Last update: 12 Jul 2023


Filter your pull requests/issues in different categories giving you a big boost in productivity. Also suggests new trending repositories.

Installs: 82 | Stars: 134 | Last update: 20 Nov 2023
Installs: 89 | Stars: 134 | Last update: 20 Nov 2023


OctoLinker is the easiest and best way to navigate between files and projects on GitHub. It supports languages such as JavaScript, Ruby, Go, PHP, JAVA and more. It works with package.json as well as with Gemfiles.

Installs: 32707 | Stars: 5201 | Last update: 13 Nov 2022
Installs: 32705 | Stars: 5202 | Last update: 13 Nov 2022


OctoPermalinker is a browser extension that searches GitHub comments/files for links to files on branches, and adds a link to where the branch pointed when the comment/file was made/updated. This helps you avoid following a link that was broken after being posted. For context, here's some discussion about broken GitHub links: [Don't link to line numbers in GitHub](https://news.ycombinator.com/item?id=8046710).

For example, suppose you're looking at a gist that links to a file on the master branch of a repo. At the time the gist was made, the link worked, but if the file gets removed, the link is broken. OctoPermalinker uses the gist creation date to add a permalink that still works.

Installs: 227 | Stars: 22 | Last update: 20 May 2017
Installs: 228 | Stars: 22 | Last update: 20 May 2017


The missing IntelliSense hint for GitHub and GitLab
Expand All @@ -252,7 +252,7 @@ Installs: 5000 | Stars: 959 | Last update: 4 Feb 2022

Useful for developers who frequently read source in GitHub and do not want to download or checkout too many repositories.

Installs: 337427 | Stars: 22581 | Last update: 17 Nov 2023
Installs: 337405 | Stars: 22584 | Last update: 17 Nov 2023


Revert GitHub's UI back to its classic look (before the June 23, 2020 update that has a flat, rounded and more whitespaced design).
Expand All @@ -267,22 +267,22 @@ Installs: 1048 | Stars: 68 | Last update: 23 Sep 2023

Helps you keep track of incoming and outgoing PRs, and notifies you when you receive a pull request on GitHub.

Installs: 741 | Stars: 111 | Last update: 21 Jun 2023
Installs: 742 | Stars: 111 | Last update: 21 Jun 2023


Browser extension that shows which pull requests contain changes related to a file.

Installs: 37 | Stars: 96 | Last update: 15 Oct 2020
Installs: 38 | Stars: 96 | Last update: 15 Oct 2020


Extension that simplifies the GitHub interface and adds useful features.

Installs: 78730 | Stars: 22297 | Last update: 1 Dec 2023
Installs: 78698 | Stars: 22305 | Last update: 1 Dec 2023


Are they tabs? Are they spaces? How many? Never wonder again! Renders spaces as `·` and tabs as `` in all the code on GitHub.

Installs: 631 | Stars: 74 | Last update: 25 Aug 2018
Installs: 637 | Stars: 74 | Last update: 25 Aug 2018


Introduces the Explore tab in the pull request interface where you can review changes ordered by importance and see the semantic context surrounding each change.
Expand All @@ -298,7 +298,7 @@ The Sourcegraph browser extension gives GitHub IDE-like powers when you're viewi
4. Hover tooltips
5. File tree navigation

Installs: 101042 | Stars: 9230 | Last update: 12 Dec 2023
Installs: 101034 | Stars: 9235 | Last update: 12 Dec 2023


Make tab indented code more readable by forcing the tab size to 4 instead of 8.
Expand All @@ -323,12 +323,12 @@ Installs: 70000 | Stars: n/a | Last update: 12 Dec 2023

All your issues, PRs, repos and other work documents right in your new tab

Installs: 20162 | Stars: n/a | Last update: 17 Oct 2023
Installs: 20161 | Stars: n/a | Last update: 17 Oct 2023


file tree for github, and more than that.

Installs: 10409 | Stars: n/a | Last update: 12 Aug 2023
Installs: 10408 | Stars: n/a | Last update: 12 Aug 2023


Add breakpoints at 1400px, 1600px and 1800px for full GitHub experience on large screens. Also removes the truncating of file and directory names in the repository browser.
Expand All @@ -338,7 +338,7 @@ Installs: 2000 | Stars: 131 | Last update: 24 Jul 2020

gitpod streamlines developer workflows by providing ready-to-code development environments in your browser - powered by vs code.

Installs: 52433 | Stars: 126 | Last update: 7 Dec 2023
Installs: 52425 | Stars: 126 | Last update: 7 Dec 2023


When viewing a repository on github.com that has a package.json file, this extension will introspect the dependencies in package.json and display links and description for each dependency, just below the repo's README.
Expand All @@ -348,4 +348,4 @@ Installs: 2087 | Stars: 731 | Last update: 29 May 2023

Extends GitHub pages with math, diagrams, embedded YouTube videos etc.

Installs: 467 | Stars: 88 | Last update: 22 Aug 2023
Installs: 464 | Stars: 88 | Last update: 22 Aug 2023
12 changes: 11 additions & 1 deletion docs/awesome/awesome-certificates.md
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Expand Up @@ -113,6 +113,8 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| [Data Visualization Certification](https://www.freecodecamp.org/learn/data-visualization/) | FreeCodeCamp |Professional|300 | 🏆|
| [Data Visualization](https://www.kaggle.com/learn/data-visualization) | Kaggle | Beginner | 4 | 🏆 |
| [Data Cleaning](https://www.kaggle.com/learn/data-cleaning) | Kaggle | Intermediate | 4 | 🏆 |
| [Data Visualisation in Tableau](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualisation-in-tableau) | Great Learning |Beginner| 1 | 🏆 |
| [Data Visualization With Power BI](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-visualization-with-power-bi) | Great Learning |Beginner| 2 | 🏆 |


## Statistics
Expand All @@ -135,6 +137,8 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| [R for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/r-for-data-science) | Great Learning |Beginner| 2 | 🏆 |
| [Statistical Methods for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/statistical-methods-for-decision-making) | Great Learning |Beginner| 2 | 🏆 |
| [Probability for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/probability-for-data-science) | Great Learning |Beginner| 2 | 🏆 |
| [Data Preprocessing](https://www.mygreatlearning.com/academy/learn-for-free/courses/data-preprocessing) | Great Learning |Beginner| 2 | 🏆 |
| [SQL for Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/sql-for-data-science) | Great Learning | Beginner | 3 | 🏆 |


## Big Data
Expand Down Expand Up @@ -162,6 +166,7 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| [Intro to Game AI and Reinforcement Learning](https://www.kaggle.com/learn/intro-to-game-ai-and-reinforcement-learning) | Kaggle | Intermediate | 4 | 🏆 |
| [Feature Engineering](https://www.kaggle.com/learn/feature-engineering) | Kaggle | Intermediate | 5 | 🏆 |
| [Computer Vision](https://www.kaggle.com/learn/computer-vision) | Kaggle | Intermediate | 4 | 🏆 |
| [Introduction to Artificial Intelligence](https://www.mygreatlearning.com/academy/learn-for-free/courses/introduction-to-artificial-intelligence-1) | Great Learning |Beginner| 1.5 | 🏆 |


## Networking
Expand All @@ -185,7 +190,7 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| [Introduction to Electronics](https://www.open.edu/openlearn/science-maths-technology/an-introduction-electronics/)| Open University | Intermediate| 10 | 🏆 |
| [Electronic Applications](https://www.open.edu/openlearn/science-maths-technology/electronic-applications/)| Open University | Intermediate| 10 | 🏆 |
| [Embedded Systems](https://www.academyeurope.org/courses/engineering-technology/embedded-systems-computer-course/) | Academy Europe |Intermediate| 30 |🏆|
| [Embedded Systems ES](https://www.mindluster.com/certificate/2234) | Mind Luster |Indtermediate|8 | 🏆|
| [Embedded Systems ES](https://www.mindluster.com/certificate/2234) | Mind Luster |Intermediate|8 | 🏆|


## Robotics and IoT
Expand All @@ -199,6 +204,9 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| Course Name | Course Provider | Level | Hour(s) | Reward |
| :------------- |:-------------|:-------------|:-------------:|:-----:|
| [How to Build Chatbots](https://cognitiveclass.ai/courses/chatbot-course) | IBM / Cognitive Class |Beginner|5 | 🏅|
| [ChatGPT for Beginners](https://www.mygreatlearning.com/academy/learn-for-free/courses/chatgpt-for-beginners) | Great Learning |Beginner| 2 | 🏆 |
| [Getting Started with Bard](https://www.mygreatlearning.com/academy/learn-for-free/courses/getting-started-with-bard) | Great Learning |Beginner| 1 | 🏆 |



## DevOps
Expand Down Expand Up @@ -259,6 +267,8 @@ Report it [here](https://github.com/PanXProject/awesome-certificates/issues/new?
| [Python](https://www.kaggle.com/learn/python) | Kaggle | Beginner | 5 | 🏆 |
| [Pandas](https://www.kaggle.com/learn/pandas) | Kaggle | Beginner | 4 | 🏆 |
| [Intro to Programming](https://www.kaggle.com/learn/intro-to-programming) | Kaggle | Beginner | 5 | 🏆 |
| [Python for Machine Leaning and Data Science](https://www.mygreatlearning.com/academy/learn-for-free/courses/python-for-machine-learning-and-data-science) | Great Leaning |Beginner| 3 | 🏆 |



## Theories and Concepts
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