Awesome List Updates on Oct 02 - Oct 08, 2023

SonarAnalyzer.CSharp (⭐765) — These Roslyn analyzers allow you to produce Clean Code that is safe, reliable, and maintainable by helping you find and correct bugs, vulnerabilities, and code smells in your codebase.

14. Awesome Captcha

Libraries

patchca - Simple yet powerful CAPTCHA library written in Java.

15. Awesome Nextjs

Books

Real World Next.js - Build scalable, high-performance, and modern web applications using Next.js, the React framework for production

16. Awesome Vite

Templates / Vanilla

vite-starter-markup-template (⭐33) - Starter template for Markup.

Templates / React

vite-react-chakra-starter (⭐96) - Starter template for creating React App with TypeScript and Chakra UI. Configured with ESLint, Prettier, and Husky.

vite-react-tailwind-starter (⭐31) - Starter template for creating React App with TypeScript and Tailwind CSS with Shadcn UI. Configured with ESLint, Prettier, and Husky.

17. Awesome Mac

Utilities / File Organization Tools

Rapidmg 1-Click extracting apps from DMG images to the "Applications" folder.

18. Awesome Ironsworn

Official content

Ironsworn: Starforged - The sci-fi evolution of the award-winning tabletop roleplaying game

Tools / Ironsworn

Iron Fellowship - Synced character sheet and campaign manager for Ironsworn

Starforged Crew Sheet - Interactive playkit for group/solo play in Google Sheets

Resources / Ironsworn

Tarot Sworn Sheet - Tarot-themed character sheet for Ironsworn

Hacks and homebrew / Ironsworn

HyperCity - A cyberpunk hack of Ironsworn

Ironcrunch - A crunchy Ironsworn supplement

Ironmons - An Ironsworn Pokemon hack

Ironsworn Flavor Packs - Japanese, South American and Norse setting card packs

Mistsworn - A City of Mist / Ironsworn hybrid hack

Under Contract - A cyberpunk hack for Ironsworn

19. Awesome Game Engine Dev

Game Engines / Commercial

💸 Titan Engine - Cross-platform engine, started in 2000. Formerly Esenthel Engine.

Game Engines / Specialty

🎉 Ren'Py (⭐4.7k) - Visual novel engine. [Website]

Libraries / Rust

Rust: Graphics - 3D
- 🎉 Ash (⭐1.7k) - Vulkan bindgins for Rust.
- 🎉 Glium (⭐3.4k) - Safe wrapper arount the OpenGL API.
- 🎉 Kiss3D (⭐1.5k) - Keep it simple, stupid 3D graphics engine.
- 🎉 Miniquad (⭐1.5k) - Cross platform rendering.
- 🎉 Vulkano (⭐4.4k) - Safe and rich wrapper around the Vulkan API.

20. Awesome Cakephp

Templating

🍰 Tools:Tree (⭐336) - Tree helper to work with Core Tree behavior and handle tree structure output.

21. Awesome Acg

Image Reverse Search

imsearch (⭐616) - Image search powering soutubot.moe. [中文]

22. Awesome Graphql

Miscellaneous / React

load-gql (⭐3) - A tiny, zero dependency GraphQL schema loader from files and folders.

Rust Examples / React

Warp GraphQL Juniper

23. Awesome Selfhosted

Software / Note-taking & Editors

Note Mark - A minimal web-based Markdown notes app. (Source Code (⭐293)) AGPL-3.0 Docker

Software / Personal Dashboards

Homepage by gethomepage (⭐18k) - A highly customizable homepage (or startpage / application dashboard) with Docker and service API integrations. GPL-3.0 Docker/Nodejs

24. Awesome Vue

Components & Libraries / UI Components

@f3ve/vue-markdown-it (⭐13) - A markdown-it component for Vue3. Easy to use and fully typed.

Components & Libraries / UI Utilities

vue-animate (⭐1.4k) - A Vue.js port of Animate.css. For use with Vue's built-in transitions.

25. Awesome Azure Openai Llm

Finetuning / PEFT: Parameter-Efficient Fine-Tuning (Youtube) [24 Apr 2023]

Efficient Streaming Language Models with Attention Sinks: [cnt] 1. StreamingLLM, an efficient framework that enables LLMs trained with a finite length attention window to generalize to infinite sequence length without any fine-tuning. 2. We neither expand the LLMs' context window nor enhance their long-term memory. git (⭐6.4k) [29 Sep 2023]
Expand: StreamingLLM
- Key-Value (KV) cache is an important component in the StreamingLLM framework.
1. Window Attention: Only the most recent Key and Value states (KVs) are cached. This approach fails when the text length surpasses the cache size.
2. Sliding Attention /w Re-computation: Rebuilds the Key-Value (KV) states from the recent tokens for each new token. Evicts the oldest part of the cache.
3. StreamingLLM: One of the techniques used is to add a placeholder token (yellow-colored) as a dedicated attention sink during pre-training. This attention sink attracts the model’s attention and helps it generalize to longer sequences. Outperforms the sliding window with re-computation baseline by up to a remarkable 22.2× speedup.

Finetuning / Llama Finetuning

Coding LLaMA 2 from scratch in PyTorch - KV Cache, Grouped Query Attention, Rotary PE, RMSNorm Youtube / git (⭐205) [03 Sep 2023]

Expand: KV Cache, Grouped Query Attention, Rotary PE

Rotary PE

def apply_rotary_embeddings(x: torch.Tensor, freqs_complex: torch.Tensor, device: str):
    # Separate the last dimension pairs of two values, representing the real and imaginary parts of the complex number
    # Two consecutive values will become a single complex number
    # (B, Seq_Len, H, Head_Dim) -> (B, Seq_Len, H, Head_Dim/2)
    x_complex = torch.view_as_complex(x.float().reshape(*x.shape[:-1], -1, 2))
    # Reshape the freqs_complex tensor to match the shape of the x_complex tensor. So we need to add the batch dimension and the head dimension
    # (Seq_Len, Head_Dim/2) --> (1, Seq_Len, 1, Head_Dim/2)
    freqs_complex = freqs_complex.unsqueeze(0).unsqueeze(2)
    # Multiply each complex number in the x_complex tensor by the corresponding complex number in the freqs_complex tensor
    # Which results in the rotation of the complex number as shown in the Figure 1 of the paper
    # (B, Seq_Len, H, Head_Dim/2) * (1, Seq_Len, 1, Head_Dim/2) = (B, Seq_Len, H, Head_Dim/2)
    x_rotated = x_complex * freqs_complex
    # Convert the complex number back to the real number
    # (B, Seq_Len, H, Head_Dim/2) -> (B, Seq_Len, H, Head_Dim/2, 2)
    x_out = torch.view_as_real(x_rotated)
    # (B, Seq_Len, H, Head_Dim/2, 2) -> (B, Seq_Len, H, Head_Dim)
    x_out = x_out.reshape(*x.shape)
    return x_out.type_as(x).to(device)

KV Cache, Grouped Query Attention

  # Replace the entry in the cache
  self.cache_k[:batch_size, start_pos : start_pos + seq_len] = xk
  self.cache_v[:batch_size, start_pos : start_pos + seq_len] = xv

  # (B, Seq_Len_KV, H_KV, Head_Dim)
  keys = self.cache_k[:batch_size, : start_pos + seq_len]
  # (B, Seq_Len_KV, H_KV, Head_Dim)
  values = self.cache_v[:batch_size, : start_pos + seq_len]

  # Since every group of Q shares the same K and V heads, just repeat the K and V heads for every Q in the same group.

  # (B, Seq_Len_KV, H_KV, Head_Dim) --> (B, Seq_Len_KV, H_Q, Head_Dim)
  keys = repeat_kv(keys, self.n_rep)
  # (B, Seq_Len_KV, H_KV, Head_Dim) --> (B, Seq_Len_KV, H_Q, Head_Dim)
  values = repeat_kv(values, self.n_rep)

Official LLama Recipes incl. Finetuning: git (⭐11k)

Section 10: General AI Tools and Extensions / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

Future Tools: https://www.futuretools.io/

26. Awesome Board Games

Family

The Witcher: Old World

The Witcher: Old World immerses you in the legendary universe of The Witcher franchise. In the time when monsters roamed the Continent, the well-trained Witchers were in high demand. Competing schools prepared them for perilous adventures and helping those in trouble in exchange for coins. In this competitive board game, 2-5 players embark on quests, make moral choices, fight monsters, and sometimes brawl with other witchers to defend their school's honor. Players construct unique decks with attacks, dodges, and witcher magic called "signs" to achieve powerful combos. Earn money, obtain items, and train skills through quests, battles or even dice poker.

The Witcher: Old World

Players	Min. Age	Time
1 -5	14	90-150m

Party

Magic: The Gathering

In the Magic game, you play the role of a planeswalker—a powerful wizard who fights other planeswalkers for glory, knowledge, and conquest. Your deck of cards represents all the weapons in your arsenal. It contains the spells you know and the creatures you can summon to fight for you. This is the grandfather of the collectible card game (or CCG) genre. Cards are categorized as common, uncommon, rare, and mythic rare. Players collect cards and build decks out of their collection. Players build a deck of cards and duel against an opponent's deck. Players are wizards attempting to reduce their opponent's life total to zero. The first player to reduce his opponent's life to zero (or meet another set win condition) wins the game. An important part of the game is deck construction, which is done prior to the actual game by selecting what cards are included in a particular deck. There are over 25,000 different cards from which to build your deck! Cards can be lands, which usually generate mana of various colors, or spells, which require a certain amount of mana to be used. Some cards (creatures, artifacts, and enchantments) stay on the board and continue to affect the game, while others have a one-time effect. Players randomly draw spells to see what they get and can play each turn. Although this limits your choices, there is a lot of strategy in how you play those spells. A robust list of game mechanics, including intricate rules for reactive card play called "the stack," provide for rich tactics and tough choices each turn. Though traditionally a two-player duel, there are several casual and tournament formats to Magic that allow more players to play.

MTG image

Players	Min. Age	Time
2	13	20m

27. Awesome LaTeX

Online editors

WebLaTeX (⭐884) - Web-based vscode with Git Integration + Copilot + Grammar & Spell Checker + Live Collaboration Support based on GitHub Codespace and Dev container.

28. Free for Dev

APIs, Data, and ML

Mindee – Mindee is a powerful OCR software and an API-first platform that helps developers automate applications' workflows by standardizing the document processing layer through data recognition for key information using computer vision and machine learning. The free tier offers 250 pages per month.

Monitoring

bleemeo.com - Free for 3 servers, 5 uptime monitors, unlimited users, unlimited dashboards, unlimited alerting rules.

pagecrawl.io - Monitor website changes, free for up to 6 monitors with daily checks.

PaaS

flightcontrol.dev - Deploy web services, databases, and more on your own AWS account with a Git push style workflow. Free tier for users with 1 developer on personal GitHub repos. AWS costs are billed through AWS, but you can use credits and the AWS free tier.

Design and UI

SVGmix.com - Massive repository of 300K+ of free SVG icons, collections, and brand logos. It has a simple vector editing program right in the browser for quick file editing.

Payment and Billing Integration

FxRatesAPI — Provides real-time and historical exchange rates. The free tier requires attribution.

29. Awesome Neovim

(requires Neovim 0.5)

hinell/lsp-timeout.nvim (⭐204) - Automatically start/stop idle/unused LSP servers; keeps RAM usage low.

AI / Diagnostics

dense-analysis/neural (⭐443) - Integrate LLMs for generating code, interacting with chat bots, and more.

Programming Languages Support / Diagnostics

niuiic/typst-preview.nvim (⭐32) - Preview typst documents, respond to file changes.

Tree-sitter Supported Colorscheme / Diagnostics

polirritmico/monokai-nightasty.nvim (⭐99) - A dark/light theme based on the Monokai color palette written in Lua, support for LSP, Tree-sitter and lots of plugins.

Statusline / Diagnostics

MunifTanjim/nougat.nvim (⭐192) - Hyperextensible Statusline / Tabline / Winbar.

CSV Files / Diagnostics

VidocqH/data-viewer.nvim (⭐85) - Provide a simple table view to inspect data files such as csv, tsv.

Editing Support / Diagnostics

hinell/duplicate.nvim (⭐19) - Duplicate lines & blocks of lines easily; undo & unfolding support; full OOP.

hinell/move.nvim (⭐9) - Move chunks of text around; fork of fedepujol/move.nvim (⭐342).

30. Free Programming Books (English, By Subjects)

0 - Meta-Lists

Visualgo: Algorithm and Data Structure Visualization - Visualise data structures and algorithms through animation

Algorithms & Data Structures

Algorithmic Thinking - Donglai Fu

Data Structures and Algorithm Analysis in C++ - Clifford A. Shaffer (PDF)

LEDA: A Platform for Combinatorial and Geometric Computing - K. Mehlhorn, St. Näher

Problems on Algorithms (Second Edition) - Ian Parberry (use form at bottom of license)

Artificial Intelligence

The Quest for Artificial Intelligence: A History of Ideas and Achievements - Nils J. Nilsson (PDF)

Blockchain

Bitcoin and Cryptocurrency Technologies - Arvind Narayanan, Joseph Bonneau, Edward Felten, Andrew Miller, Steven Goldfeder, Jeremy Clark (PDF)

Cloud Computing

Multi-tenant Applications for the Cloud, 3rd Edition

Competitive Programming

Principles of Algorithmic Problem Solving - Johan Sannemo (PDF)

Compiler Design

Compiling Scala for the Java Virtual Machine - Michel Schinz (PDF)

Compiling Techniques (1969) - F.R.A. Hopgood, Macdonald

Crafting Interpreters - Bob Nystrom (HTML)

Implementing Functional Languages: A Tutorial - Simon Peyton Jones, David Lester

Let's Build a Compiler - Jack W. Crenshaw (PDF)

Practical and Theoretical Aspects of Compiler Construction (class lectures and slides)

Computer Vision

Computer Vision - Dana Ballard, Chris Brown

Computer Vision: Algorithms and Applications - Richard Szeliski

Containers

Docker Jumpstart - Andrew Odewahn

Dotnet Microservices Architecture for Containerized NET Applications - Cesar de la Torre, Bill Wagner, Mike Rousos (PDF)

Data Science

Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users (PDF)

School of Data Handbook

Theory and Applications for Advanced Text Mining

Database

Database Explorations - C.J. Date, Hugh Darwen (PDF)

Database Fundamentals - Neeraj Sharma et al. (PDF)

Databases, Types, and The Relational Model: The Third Manifesto - C.J. Date, Hugh Darwen (PDF)

Temporal Database Management - Christian S. Jensen

The Theory of Relational Databases

Game Development

Game Programming Patterns - Bob Nystrom

Procedural Content Generation in Games - Noor Shaker, Julian Togelius, Mark Nelson

Machine Learning

Neural Network Design (2nd Edition) - Martin T. Hagan, Howard B. Demuth, Mark H. Beale, Orlando De Jesús (PDF)

Networking

Securing Wireless Networks for the Home User Guide - Mohamed Adel (HTML)

Open Source Ecosystem

500 lines or less (⭐29k) - Build from Source Code

Prompt Engineering

Guide to Prompt Engineering - CodeAhoy (HTML)

Prompt Engineering Guide - DAIR.AI (HTML)

Quantum Computing

Introduction to Quantum Information - Stephen M. Barnett (PDF)

31. Awesome Git Addons

Git Town

unpublish

$ git unpublish master
Unpublishing master.

$ git when-merged a2c9e695ecf3600f21fa731e705fd1a0503632d9
refs/heads/master                      5a2ec1b1a6633f830bd4a2b1daab578c062e6975
$ git when-merged HEAD
refs/heads/master                      Commit is directly on this branch.

$ git playback README.md

$ git branch-status
 4.0       [57 ahead and 38 behind master]    [up to date with origin/4.0]
 master    [current branch]                   [1 ahead of origin/master]

$ git open
> open https://github.com/REMOTE_ORIGIN_USER/CURRENT_REPO/tree/CURRENT_BRANCH

$ git open upstream
> open https://github.com/REMOTE_UPSTREAM_USER/CURRENT_REPO/tree/CURRENT_BRANCH

$ git open upstream master
> open https://github.com/REMOTE_UPSTREAM_USER/CURRENT_REPO/tree/master

$ git my

+------------------------------------------------------------------------------+
| your name's remote branches in git@repo:repopath/reponame.git                |
+------------------------------------------------------------------------------+

   local copy?  in master?  branch name
  ................[merged]. EC-242
  .....[local]....[merged]. commonjs-lazyload
  .....[local]............. enqueue-gpt
  ......................... defunct-ios-app-nag
  .....[local]............. factor-bundles

$ git ink

• enqueue-gpt ........................................... 2015-08-31
• factor-bundles ........................................ 2015-10-14
    - Pull out more modules into node_modules
    - Works but does not provide any gains
• hbsfy ................................................. 2015-10-21
✓ master ................................................ 2015-10-22
• nda-ads4 .............................................. 2015-10-22
• remove-equalize_content_height ........................ 2015-10-21
• remove-exorcise ....................................... 2015-10-21
    - Need to DRY up exorcise function
    - Does not map properly when uglified
    - Need to undo postCSS mapping changes
• rm-convert_dates-order ................................ 2015-10-22
• sass-lint ............................................. 2015-10-14
    - module does not work

$ git recursive-blame version package.json

Commit: 247479d017f138c26be27c64a0ce27f5f21fc0af
Author: Jeff Cross <[email protected]>
Date:   Tue Oct 13 15:58:13 2015 -0700 (7 weeks ago)
Path:   package.json
Match:  1 of 1

    chore(release): bump angular version to alpha.42

1) {
2)   "name": "angular",
3)   "version": "2.0.0-alpha.42",
4)   "branchPattern": "2.0.*",
5)   "description": "Angular 2 - a web framework for modern web apps",
6)   "homepage": "https://github.com/angular/angular",
7)   "bugs": "https://github.com/angular/angular/issues",

Next action [r,n,p,c,d,q,?]? r

Commit: bb9d299b3860f6d579192828451ccd7ace70e1d8
Author: Igor Minar <[email protected]>
Date:   Tue Oct 13 12:28:03 2015 -0700 (7 weeks ago)
Path:   package.json
Match:  1 of 1

    chore(release): bump angular version to alpha.41

1) {
2)   "name": "angular",
3)   "version": "2.0.0-alpha.41",
4)   "branchPattern": "2.0.*",
5)   "description": "Angular 2 - a web framework for modern web apps",
6)   "homepage": "https://github.com/angular/angular",
7)   "bugs": "https://github.com/angular/angular/issues",

$ git hyper-blame -i 3ddda43c ipsum.txt
c6eb3bfa (lorem 2014-08-11 23:15:57 +0000  1) LOREM IPSUM DOLOR SIT AMET, CONSECTETUR
134200d1 (lorem 2014-04-10 08:54:46 +0000 2*) ADIPISCING ELIT, SED DO EIUSMOD TEMPOR
a34a1d0d (ipsum 2014-04-11 11:25:04 +0000 3*) INCIDIDUNT UT LABORE ET DOLORE MAGNA
134200d1 (lorem 2014-04-10 08:54:46 +0000 4*) ALIQUA. UT ENIM AD MINIM VENIAM, QUIS
c6eb3bfa (lorem 2014-08-11 23:15:57 +0000  5) NOSTRUD EXERCITATION ULLAMCO LABORIS
0f0d17bd (dolor 2014-06-02 11:31:48 +0000 6*) NISI UT ALIQUIP EX EA COMMODO CONSEQUAT.

$ git word-blame README.md
results in /tmp/word-blame-output/
 - author_stats.tsv
 - commit_stats.tsv
 - word-blame-by-commit.html
 - word-blame-by-author.html
 - text-output

git word-blame on this README

$ git fire
Switched to a new branch '[email protected]'
On branch [email protected]
nothing to commit, working directory clean
Counting objects: 2, done.
Writing objects: 100% (2/2), 168 bytes | 0 bytes/s, done.
Total 2 (delta 0), reused 0 (delta 0)
To [email protected]:maochenyan/fire.git
 * [new branch]      [email protected] -> [email protected]
Branch [email protected] set up to track remote branch [email protected] from origin.


Leave building!

git hack

$ git hack my-branch
[main] git fetch --prune --tags

[main] git rebase origin/main

[main] git branch my-branch main

[main] git checkout my-branch

git sync

$ git sync
[my-branch] git fetch --prune --tags

[my-branch] git checkout main

[main] git rebase origin/main

[main] git checkout my-branch

[my-branch] git merge --no-edit main

[my-branch] git push -u origin my-branch
 * [new branch]      my-branch -> my-branch
Branch 'my-branch' set up to track remote branch 'my-branch' from 'origin'.

git new-pull-request

$ git new-pull-request
[my-branch] git fetch --prune --tags

[my-branch] git checkout main

[main] git rebase origin/main

[main] git checkout my-branch

[my-branch] git merge --no-edit origin/my-branch

[my-branch] git merge --no-edit main

open <url to create pull request for current branch>

git-secret

git ship

[my-branch] git fetch --prune --tags

[my-branch] git checkout main

[main] git rebase origin/main

[main] git checkout my-branch

[my-branch] git merge --no-edit origin/my-branch

[my-branch] git merge --no-edit main

[my-branch] git checkout main

[main] git merge --squash my-branch

[main] git commit
 1 file changed, 2 insertions(+)

[main] git push

[main] git push origin :my-branch
 - [deleted]         my-branch

[main] git branch -D my-branch
Deleted branch my-branch (was 55cb0f7).

$ git blame-someone-else 'Steve Mao <[email protected]>' 2efb4e3a061a2e8aaa58033e9c13c3e0e5fcde4b
Steve Mao  is now the author of 2efb4e3. You're officially an asshole.

$ git dsf

diff-highlight vs diff-so-fancy

git-branchcut

set the current git repository user to the home profile

$ git profile use work

Currently there will be no output in case of success

TBD - PR Welcome!

Interactive UI and fuzzy-search for Git branches.

git-jump interface demo

git project open shoppinglist

git project add shoppinglist milk

$ git project board

 Project: shoppinglist
+-----------+------+
|   OPEN    | DONE |
+-----------+------+
| something | love |
+-----------+------+
| coffee    |      |
+-----------+      +
| sugar     |      |
+-----------+      +
| milk      |      |
+-----------+------+

$ git project status

Project: shoppinglist
  0|  ⭐  something
  1|  ⭐  coffee
  2|  ⭐  sugar
  3|  ⭐  milk
  4|  ✅  love

32. Web Development Resources

Coding Challenge Platforms:

Website: https://divize.io/challenges

Remote Jobs:

Website: https://echojobs.io

Website: https://AiJobsTracker.com/remote

Website: https://web3.career/remote-jobs

Icons:

Website: https://free-icons.github.io/free-icons

Youtube Channels:

Website: Corey Schafer

Animation Libraries:

Website: Motion One

CSS Generators:

Website: Code Magic

Description: A free tool to make CSS easier by generating Tailwind and CSS code for effects, gradients and inputs

Vue UI libraries:

Website: Quasar framework

Description: Quasar is an MIT licensed open-source Vue.js based framework. It enables web developers to create responsive++ websites/apps in various formats: SPAs, SSR (+ optional PWA client takeover), PWAs, BEX, Mobile Apps (Android, iOS, etc.), and Multi-platform Desktop Apps (using Electron). Quasar's motto is "write code once, deploy it as a website, Mobile App, and/or Electron App." It provides a state-of-the-art CLI and efficient Quasar web components, eliminating the need for additional heavy libraries like Hammer.js, Moment.js, or Bootstrap.

33. Awesome Music

MIDI Tools & Libraries

mido (⭐1.4k) - Python library for working with MIDI messages and ports.

Music Programming

Strudel - an experiment in making a language built on javascript for live coding patterns using web technologies.

34. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

apt (⭐4) - For distros with apt package manager. Offers to install missing programs for you.

brew-switcher (⭐5) - Automatically switch between Homebrew installations based on the current active arch, arm64 or x86_64, on Apple Silicon Macs.

fzfsh (⭐2) - Add fzf (⭐63k) plugins for chezmoi, docker, git, kubectl and pass.

incsearch (⭐5) - Friendlier vim mode for ZSH. Moves cursor with incremental search within current line.

purge-history-secrets (⭐1) - Uses gitleaks (⭐17k) to periodically scan your ZSH history for secrets and purge them if found. Requires jq.

sussysh (⭐0) - Based on xiong-chiamiov.

Themes / superconsole - Windows-only

minima (⭐3) - Includes git, node, golang, yarn, php, docker and python status decorations.

x (⭐5) - Includes customizable banners

35. Awesome Datascience

Colleges

BS in Data Science & Applications

Algorithms / Three kinds of Machine Learning Systems

Based on training with human supervision

Based on learning incrementally on fly

Based on data points comparison and pattern detection

Comparison / Supervised Learning

Regression

Softmax Regression

Comparison / Unsupervised Learning

Neural Networks

Comparison / Deep Learning architectures

Multilayer Perceptron

Convolutional Neural Network (CNN)

Recurrent Neural Network (RNN)

Boltzmann Machines

Autoencoder

Generative Adversarial Network (GAN)

Self-Organized Maps

Transformer

Conditional Random Field (CRF)

Books / Visualization Tools

Machine Learning For Absolute Beginners

Bloggers / Book Deals (Affiliated) 🛍

Akhil Soni - ML, DL and Data Science

Akhil Soni - ML, DL and Data Science

Prev: Oct 09 - Oct 15, 2023
Next: Sep 25 - Oct 01, 2023

Awesome List Updates on Oct 02 - Oct 08, 2023

Examples

Libraries/Frameworks / Web

Programming Languages and Programming Language Theory

User Interface Design

Optics and Extra Info / Unikernel-like

Decentralized Systems

External Services

API / Database

Models

Web Feed Specifications

Apps / Outline Processor Markup Language

Hosted Readers / Outline Processor Markup Language

Other Apps / Outline Processor Markup Language

RSSHub / Outline Processor Markup Language

universally from / webpage/html

universally from / newsletter/mail

specifically from (a certain platform) / Hacker News

specifically from (a certain platform) / Annotation / Bookmarking

RSS2NEWSLETTER / Docsify

RSS2Mastodon / Webpage Monitor Services with capability of monitoring RSS Feed 1264

Toolbox / Webpage Monitor Services with capability of monitoring RSS Feed 1264

Obtain translated RSS feed / Webpage Monitor Services with capability of monitoring RSS Feed 1264

RSS Feed integrated with AI generated content / Webpage Monitor Services with capability of monitoring RSS Feed 1264

RSS Feed Finding/Detection / Webpage Monitor Services with capability of monitoring RSS Feed 1264

Discussion Forums / Crypto or Blockchain relevant

Official Mastodon Accounts of RSS relevant Apps/Tools/Services/Developers 1301 / Crypto or Blockchain relevant

Podcast Statistics / Crypto or Blockchain relevant

IO Games

Open Source Rails Apps / Other external resources

Gerber Viewers / Installable

Programming Languages / Other