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• Chess Programming Wiki
• The original NNUE paper by Yu Nasu, 2018, translated from Japanese by Dominik Klein.
• NNUE implementation and illustration
• Micro-Max, a 133-line Minimalist Chess Source with explanations
• Minimax and eval functions:
  • Minimax intro
  • Evaluation function
  • Alpha-Beta pruning
  • Zobrist hashing
• Tic-Tac-Toe AI

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• async vs defer vs module attribute for <script> in HTML
• w3schools
• MDN Web Docs
• NodeJS
• nvm - NodeJS installer and version manager written in Bash!
• Eloquent JS
• You don't know JS
  • Event-loop: MDN Docs | NodeJS | Codedamn. Await doesn't block!
• [Default parameters: evaluated at calltime, earlier params available to later ones, destructured array/object](

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Resources: docs and tutorial.

Use @octokit/core.js or @octokit/request.js framework modules for interacting with the GitHub API. Don't write your own code for this.

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Compression

• take your minified JSON and turn it into a URL safe base64 string. The length of this string can be as big as this.
• make a dummy url like http://dummy.tld/<the base64 string> and shorten it using any URL shortener.
• save the unique path of the shortened url as your compressed data (henceforth called token). No need to store the domain of the shortened URL as the URL shortener would be hardcoded in your app.

Decompression

1. Reconstruct the shortened URL from the token. Try to fetch (GET) the shortened URL.
2. Parse the response for the redirect url and extract the base64 string.
3. Decode the base64.

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Static Site

Static sites are useful as personal website, portfolio, blogs, conference website, brouchureware etc.. Following are a few resources to get us started. Also see this sister gist.

Static Site Generator

• Pelican
• Hugo
• Pelican vs Hugo
• Python based static site generators
• Example: Pelican site hosted on GitHub Pages

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Following are a few resources to help understand Artifical Neural Nets / Deep Learning.

• Brilliant intro to ANN. Noteworthy: Universal Approximation Theorem
• Brilliant intro to Backpropagation
• Russel and Norvig's Artificial Intelligence, A Modern Approach, 4th Global Edition
• Lectures by Florian Marquardt: Machine learning for physicists
• CS231n.stanford.edu
• Layer and Batch normalization
• Batch vs Online learning
• Types of learning

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• Jupyter Notebooks in VS Code
• Python Virtual Environments: A Primer
• The Python Tutorial
• Single and Double Underscores in Python Names. Throwaway variable _
• Iterators and Iterables in Python: Run Efficient Iterations
• The Walrus Operator: Python's Assignment Expressions
• How do I check if a variable exists? Assignment to None
• Short circuit evaluation
• LEGB rule for Python Scope
• [A Python Quick Ref

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Uninstall then reinstall WSL on Windows 10 (clean way)

A - Uninstall wsl and related stuff

1. In powershell (as admin)

# list all installed distros
wsl -l -v

# destroy distros
wsl --unregister Ubuntu

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Ref:

• https://learn.microsoft.com/en-us/windows/wsl/networking
• https://superuser.com/questions/1679757/how-to-access-windows-localhost-from-wsl2

WSL2 to Windows

1. Obtain the IP address of your host machine (Windows) by running this command from your Linux distribution:

cat /etc/resolv.conf

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###AnyDesk - How Enable Remote Access from ubuntu/debian terminal.

Note:

Here are the commands might be usefull in this purpose:

• anydesk --get-status : To get current status of anydesk, which might be offlien,online or nothing.
• anydesk --get-id : To get the ID that your system can be accessed by.
• anydesk --service : To start anydesk service if not already running (for Linux).
• anydesk --restart-service : To restart anydesk service
• anydesk --stop-service : To stop anydesk service