Awesome List Updates on Jun 10 - Jun 16, 2024

21 awesome lists updated this week.

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1. Awesome Typescript

Libraries / Chrome Extensions

• 🐙 simple-mask-money (⭐172) - 💰 Simple mask money is a light, safe and typed package to format money!

2. Awesome Pinned Gists

External Services

• bilibili-gist-py (⭐1) - Update a pinned gist to show your Bilibili stats and your latest videos.

3. Awesome Blazor

Videos / Others

• Blazor and Orchard Core with Peter Matthews - Orchard Core Pair Programming by Lombiq - June 17, 2024 - Join this session of Orchard Core Pair Programming by Lombiq! In these, we do an hour of pair programming with an Orchard Core community member about a project of theirs. We learn together a lot, share best practices, and write some good code. All this is live, and you can join us with your questions!

• Building Real-Time Web Applications with Blazor and Akka.NET - June 13, 2024 - This talk presents how you can use Akka.NET and Blazor to build scalable, streaming web applications without JavaScript or any fuss. Pure C# end to end.

• ASP.NET Community Standup: Static web asset improvements in .NET 9 - June 11, 2024 - Learn about some of the static web asset improvements coming in .NET 9.

Articles / Others

• Blazor Basics: Blazor Render Modes in .NET 8 - June 12, 2024 - This article is about the new Blazor render modes in .NET 8, including ServerInteractivity, WebAssemblyInteractivity, AutoInteractivity and static server-side rendering (SSR).

• The usage of Blazor.Diagrams - June 11, 2024 - How to use Blazor.Diagrams.

4. Awesome Azure Openai Llm

Vector Database Comparison

• pgvector (⭐11k): Open-source vector similarity search for Postgres [Apr 2021] / pgvectorscale (⭐808): 75% cheaper than pinecone [Jul 2023]

DSPy / DSPy optimizer

• Automatic Few-Shot Learning

  • As a rule of thumb, if you don't know where to start, use BootstrapFewShotWithRandomSearch.

  • If you have very little data, e.g. 10 examples of your task, use BootstrapFewShot.

  • If you have slightly more data, e.g. 50 examples of your task, use BootstrapFewShotWithRandomSearch.

  • If you have more data than that, e.g. 300 examples or more, use BayesianSignatureOptimizer.

• Automatic Instruction Optimization

  • COPRO: Repeat for a set number of iterations, tracking the best-performing instructions.

  • MIPRO: Repeat for a set number of iterations, tracking the best-performing combinations (instructions and examples).

• Automatic Finetuning

  • If you have been able to use one of these with a large LM (e.g., 7B parameters or above) and need a very efficient program, compile that down to a small LM with BootstrapFinetune.

Prompt Guide & Leaked prompts / Prompt Template Language

• In-The-Wild Jailbreak Prompts on LLMs (⭐1.8k): A dataset consists of 15,140 ChatGPT prompts from Reddit, Discord, websites, and open-source datasets (including 1,405 jailbreak prompts). Collected from December 2022 to December 2023 [Aug 2023]

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

• LoRA learns less and forgets less: Compared to full training, LoRA has less learning but better retention of original knowledge. [15 May 2024]

Other techniques and LLM patterns / Llama Finetuning

• What We’ve Learned From A Year of Building with LLMs: A practical guide to building successful LLM products, covering the tactical, operational, and strategic. [8 June 2024]

• Mamba: Linear-Time Sequence Modeling with Selective State Spaces [1 Dec 2023] git (⭐12k): 1. Structured State Space (S4) - Class of sequence models, encompassing traits from RNNs, CNNs, and classical state space models. 2. Hardware-aware (Optimized for GPU) 3. Integrating selective SSMs and eliminating attention and MLP blocks ref / A Visual Guide to Mamba and State Space Models ref [19 FEB 2024]
  • Mamba-2: 2-8X faster [31 May 2024]

Trustworthy, Safe and Secure LLM / GPT series release date

• Extracting Concepts from GPT-4: Sparse Autoencoders identify key features, enhancing the interpretability of language models like GPT-4. They extract 16 million interpretable features using GPT-4's outputs as input for training. [6 Jun 2024]

MLLM (multimodal large language model) / GPT series release date

• MiniCPM-V (⭐11k): MiniCPM-Llama3-V 2.5: A GPT-4V Level Multimodal LLM on Your Phone [Jan 2024]

Section 9: Applications and Frameworks / Korean

• Awesome LLM Apps (⭐2.9k): A curated collection of awesome LLM apps built with RAG and AI agents. [Apr 2024]

LLMOps: Large Language Model Operations / Math

• Ragas (⭐6.2k): Evaluation framework for your Retrieval Augmented Generation (RAG) [May 2023]

• DeepEval (⭐2.7k): LLM evaluation framework. similar to Pytest but specialized for unit testing LLM outputs. [Aug 2023]

5. Awesome Ironsworn

Resources / Ironsworn

• Starforged Moves Starter - Cheatsheet of the most important moves in Starforged, aimed especially at new players

• Starswoosh - Starforged quick reference for e-readers

6. Awesome Inertiajs

Adapters / Server-side

• 💜 Django (⭐248)

• 💜 Phoenix (⭐68)

• Phoenix (⭐85)

7. Awesome Vue

Components & Libraries / UI Components

• vue-wheel-spinner (⭐4) - A simple, customizable wheel of fortune component. See Demo

8. Awesome Lidar

Manufacturers

• Pepperl+Fuchs - Is a global technology company, specialized in innovative automation solutions and sensor technologies, such as LiDAR, based in Mannheim, Germany.
  • YouTube channel
  • YouTube channel
  • GitHub organization

9. Awesome Docker

Reverse Proxy

• caddy-docker-upstreams (⭐19) - Docker upstreams module for Caddy, configured with container labels. By @invzhi

10. Awesome Godot

Plugins and scripts / Various Godot versions

• Friflo.Engine.ECS (⭐160) - High-performance C# ECS with simple API. Supports .NET, WASM/WebAssembly, Native AOT, Godot, Unity, MonoGame, ... (Godot 3.x, 4.x).

Plugins and scripts / Godot 4.2+

• Godot Google Play Game Services (⭐95) - Integrate Google Play Games Services in your Godot game.

Plugins and scripts / Godot 3.2+

• Godot Google Play Games Services (⭐21) - Integrate Google Play Games Services in your Godot game.

11. Awesome Developer First

IDE

• MarsCode - AI-powered cloud-based IDE.

12. Magictools

Graphics / Vector/Image Editor

• 💰 Lightcube - Pixel Art Editor for Windows, supposed PSD files in addition to JPEG, PNG, BMP, GIF.

13. Awesome Geek Podcasts

In Portuguese

• PH Santos Podcast - Podcast do Comunicador e Crítico de Cinema PH Santos, focado em séries e filmes.

• Olá, Gabs - Podcast sobre tecnologia de maneira bem humana. Reflexõe, histórias e tecnologia.

14. Awesome Neovim

Tree-sitter Supported Colorscheme / Diagnostics

• sho-87/kanagawa-paper.nvim (⭐69) - Remixed Kanagawa colourscheme with muted colors.

Utility / Diagnostics

• ysmb-wtsg/in-and-out.nvim (⭐37) - Quick navigation in and out of surrounding characters.

• ChuufMaster/buffer-vacuum (⭐10) - Set a maximum number of buffers to keep open and intelligently delete the oldest buffers over the maximum.

Code Runner / Diagnostics

• niuiic/task.nvim (⭐9) - Another highly configurable task manager that enables seamless interaction with tasks.

15. Awesome Angular

Blogs / Google Developer Experts

• Tomasz Ducin

Books / Google Developer Experts

• Angular for Enterprise Applications - Packt Publishing

YouTube Channels / Google Developer Experts

• Mona Code Lisa

Node / Google Developer Experts

• nx - The Nx Plugin for Angular contains executors, generators, and utilities for managing Angular applications and libraries within an Nx workspace. It also enables using Angular Devkit builders and schematics in Nx workspaces.

• workik - AI Angular code generator that supports all Angular frameworks and libraries.

• generator-jhipster-ionic (⭐190) - You can use it to generate an Ionic app that talks to a JHipster backend.

• create-tauri-app (⭐973) - Rapidly scaffold out a new Tauri app project.

Spring Boot / Google Developer Experts

• JHipster - Open source app generator for Spring Boot and Angular.

GraphQL / Google Developer Experts

• graphql-code-generator (⭐11k) - A tool for generating code based on a GraphQL schema and GraphQL operations (query/mutation/subscription), with flexible support for custom plugins.

Integrations / Google Developer Experts

• angular-tauri (⭐91) - Ultra-fast bootstrapping with Angular and Tauri.

Free / Google Developer Experts

• wails-template-angular-latest (⭐3) - A generated wails template, currently supports Angular 17.

Markdown / Google Developer Experts

• ngx-remark (⭐6) - Render markdown with custom Angular templates.

QR Codes / Google Developer Experts

• angularx-qrcode (⭐461) - A fast and easy-to-use Ivy compatible Ionic and Angular QR Code Generator library.

State Management / Google Developer Experts

• signalstory (⭐38) - A state management library based on Angular signals. It offers a range of architectural options, from simple repository-based state management (signal-in-a-service) to orchestrating decoupled commands, handling side effects through encapsulated objects, and facilitating inter-store communication using an event-driven approach.

Misc Components / Google Developer Experts

• ng-parsel (⭐15) - Parse your Angular code base to JSON abstraction - Great for displaying APIs and running custom analysis.

16. Awesome Zsh Plugins

Generic ZSH

• Profiling ZSH - Good article about profiling your ZSH setup to optimize startup time.

Plugins / superconsole - Windows-only

• git-patch (⭐0) - Adds custom functions and aliases to the oh-my-zsh git plugin.

• gpg (⭐0) - Adds helpful aliases for using gpg.

• lsd (tankeryang) (⭐0) - Replaces ls and tree commands with lsd (⭐13k).

• mkcd (⭐0) - Allows user to create a directory and if successful, cd into it afterward.

• nvm-auto-use (jrr997) (⭐1) - Automatically manages your Node.js versions with nvm (⭐78k) based on your current directory.

• nvm-auto-use (tomsquest) (⭐18) - Calls nvm use automatically whenever you enter a directory that contains an .nvmrc file with a string telling nvm which node to use.

• oh-my-posh-manager (⭐2) - Manages the oh-my-posh theme engine, along with providing a default powerline-like theme.

Completions / superconsole - Windows-only

• jenv (⭐0) - Tab completions for jEnv (⭐5.7k).

Themes / superconsole - Windows-only

• catpuccin (⭐1) - Minimalist theme. Includes decorators for current directory, exit status of last command and git status.

• mint (⭐0) - Includes decorators for current directory, whether running on a laptop or a desktop, and git status.

• refined-flower (⭐0) - Requires a terminal program that can handle emoji. Includes git status decorator.

17. Awesome Machine Learning

JavaScript / General-Purpose Machine Learning

• WebNN - A new web standard that allows web apps and frameworks to accelerate deep neural networks with on-device hardware such as GPUs, CPUs, or purpose-built AI accelerators.

18. Awesome Vite

Open Source / Community

• @lazarv/react-server (⭐78) - A React meta-framework.

19. Awesome Ai in Finance

LLMs

• 🌟🌟 Financial Statement Analysis with Large Language Models - GPT-4 can outperform professional financial analysts in predicting future earnings changes, generating useful narrative insights, and resulting in superior trading strategies with higher Sharpe ratios and alphas, thereby suggesting a potential central role for LLMs in financial decision-making.

20. Awesome Lit

Community

• Discord

21. Awesome Bitcoin

Blockchain API and Web services

• mempool.space - Open source and self hostable REST, WebSocket and Electrum RPC API

Open Source Wallets

• Green

• Sparrow

Blockchain Explorers

• mempool.space - Open source, self hostable blockchain, mempool and lightning network explorer

Rust Libraries

• Bitcoin Dev Kit (BDK) - With BDK, you can seamlessly build cross platform mobile wallets

• Rust Bitcoin (⭐2k) - support for de/serialization, parsing and executing on data-structures and network messages.

• Lightning Dev Kit (LDK) - Complete Lightning implementation packaged as an SDK

Full nodes

• Bitcoin Core - direct descendant of the original Bitcoin implementation in C++

Additional Resources

• Learn me a Bitcoin - Greg Walker - extensive learning ressource for bitcoin developers

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