Awesome List Updates on Mar 18 - Mar 24, 2024

45 awesome lists updated this week.

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1. Awesome Cli Apps

Files and Directories / Files

• organize-rt - organize-cli in Rust with more customization.

2. Awesome Godot

2D / Godot 3.2+

• Flappy Race (⭐25) - A 2D online multiplayer game inspired by Flappy Bird and Mario Kart for desktop and HTML5.

3. Awesome Bitcoin

Blockchain API and Web services

• Bitquery.io - Bitquery provides blockchain data, offering real-time streaming APIs for 40+ chains, NFT APIs, and a money flow investigation tool.

Haskell Libraries

• Haskoin-core (⭐521) - Haskoin Core is a library of Bitcoin and Bitcoin Cash functions written in Haskell.

Read

• A Gentle Introduction to Bitcoin Core Development

4. Awesome Datascience

Free Courses

• LLMOps: Building Real-World Applications With Large Language Models - Learn to build modern software with LLMs using the newest tools and techniques in the field.

5. Awesome Elixir

Artificial Intelligence

• GenAI (⭐13) - An extensible Generative AI Completion API Wrapper with basic chat completion with tool use support provided for Gemini, Anthropic, OpenAI, and Mistral models. (Docs).

6. Awesome Go

Other Software / Libraries for creating HTTP middlewares

• Wave Terminal - Wave is an open-source, AI-native terminal built for seamless developer workflows with inline rendering, a modern UI, and persistent sessions.

7. Awesome Azure Openai Llm

Retrieval-Augmented Generation: Research Papers

• RAG for LLMs: [cnt] 🏆Retrieval-Augmented Generation for Large Language Models: A Survey: Three paradigms of RAG Naive RAG > Advanced RAG > Modular RAG

Vector Database Comparison / Lucene based search engine with OpenAI Embedding

• Is Cosine-Similarity of Embeddings Really About Similarity?: In linear matrix factorization, the use of regularization can impact, and in some cases, render cosine similarities meaningless. Regularization involves two objectives. The first objective applies L2-norm regularization to the product of matrices A and B, a process similar to dropout. The second objective applies L2-norm regularization to each individual matrix, similar to the weight decay technique used in deep learning. [8 Mar 2024]

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

• UFO (⭐7.5k): A UI-Focused Agent for Windows OS Interaction. [Mar 2024]

LangChain Feature Matrix & Cheetsheet / DSPy optimizer

• LangChain Cheetsheet KD-nuggets: LangChain Cheetsheet KD-nuggets doc [Aug 2023]

• RAG From Scratch (⭐2k) [Feb 2024]

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

• How to continue pretraining an LLM on new data: Continued pretraining can be as effective as retraining on combined datasets. [13 Mar 2024]

  Expand: Continued pretraining

  Three training methods were compared:

  
  1. Regular pretraining: A model is initialized with random weights and pretrained on dataset D1.
  2. Continued pretraining: The pretrained model from 1) is further pretrained on dataset D2.
  3. Retraining on combined dataset: A model is initialized with random weights and trained on the combined datasets D1 and D2.

  Continued pretraining can be as effective as retraining on combined datasets. Key strategies for successful continued pretraining include:

  1. Re-warming: Increasing the learning rate at the start of continued pre-training.
  2. Re-decaying: Gradually reducing the learning rate afterwards.
  3. Data Mixing: Adding a small portion (e.g., 5%) of the original pretraining data (D1) to the new dataset (D2) to prevent catastrophic forgetting.

RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama Finetuning

• Reinforcement Learning from Human Feedback (RLHF)) is a process of pretraining and retraining a language model using human feedback to develop a scoring algorithm that can be reapplied at scale for future training and refinement. As the algorithm is refined to match the human-provided grading, direct human feedback is no longer needed, and the language model continues learning and improving using algorithmic grading alone. [18 Sep 2019] ref [9 Dec 2022]
  • Proximal Policy Optimization (PPO) is a reinforcement learning method using first-order optimization. It modifies the objective function to penalize large policy changes, specifically those that move the probability ratio away from 1. Aiming for TRPO (Trust Region Policy Optimization)-level performance without its complexity which requires second-order optimization.

Section 9: Applications and Frameworks / Korean

• 900 most popular open source AI tools:🏆What I learned from looking at 900 most popular open source AI tools list [Mar 2024]

8. Awesome Creative Technology

Creative Technology

• Name: Artists & Engineers

  Locations: [London]

  Keywords: production and technology studio, showrooms, concerts, art installations

• Name: batwin + robin productions

  Locations: [NYC]

  Keywords: environments, interactives, theaters, events

• Name: BRC Imagination Arts

  Locations: [Burbank, CA] [Edinburgh] [Amsterdam]

  Keywords: brand and cultural stories, strategy, animation, digital and hybrid experiences

• Name: Bright

  Locations: [Paris]

  Keywords: data visualization, digital installations, experiential sites, video games

  Jobs: 🌐

• Name: Cocolab

  Locations: [Mexico City]

  Keywords: multimedia experiences, immersive walk, exhibitions, installations, multimedia museography

• Name: Cosm

  Locations: [Dallas] [LA] [City] [Pittsburgh] [Gurgaon]

  Keywords: immersive entertainment and media, planetariums, LED domes

  Jobs: 🌐

• Name: Digital Kitchen

  Locations: [LA]

  Keywords: iconic main titles, multimedia content, imaginative experiences, and immersive spaces

• Name: DOTDOT

  Locations: [Auckland] [NYC] [Brisbane]

  Keywords: AR, music videos, interactive installations, games

• Name: Eos Lightmedia

  Locations: [Vancouver] [NYC] [Orlando]

  Keywords: lighting and audiovisual design, themed attractions, museums, architecture, public spaces, building facades, presentation centers, and public art installations

• Name: Midwest Immersive

  Locations: [Chicago]

  Keywords: immersive experiences for brands and agencies, projection mapping, LED lighting, games and app development

• Name: Mousetrappe Media

  Locations: [LA]

  Keywords: media design and production, architecturally mapped projection, immersive films, exhibits, attractions, and live events

  Jobs: 🌐

• Name: Ouchhh Studio

  Locations: [Istanbul]

  Keywords: public art, poetic public experiences, data as a paint, algorithm as a brush

• Name: Sparks

  Locations: [Philadelphia] [Shanghai] [Paris] [Berlin] [Amsterdam]

  Keywords: conferences, popups, event production, fabrication

• Name: Squint/Opera

  Locations: [London] [NYC] [Dubai]

  Keywords: experience design for the built environment and musuems and attractions

• Name: Studio TheGreenEyl

  Locations: [Berlin] [NYC]

  Keywords: exhibitions, installations, objects, images, interactions and algorithms

• Name: tamschick

  Locations: [Berlin]

  Keywords: media and architectural narrative design, exhibitions, branded space, musuems

  Jobs: 🌐

• Name: Tinker

  Locations: [Utrecht]

  Keywords: narrative spaces, musuems, experience design, consultancy

• Name: WHITEvoid

  Locations: [Berlin] [Shanghai]

  Keywords: public or brand spaces and events, trade fair stands, shows and exhibitions, museums and festivals

• Name: y=f(x)

  Locations: [Amsterdam]

  Keywords: creative technology studio focused on the creation of overarching multimedia experiences, with specially crafted software and design

Collectives & Practices

• Name: 3-Legged Dog

  Locations: [NYC]

  Keywords: original works in theater, performance, dance, media and hybrid forms

• Name: NightLight Labs

  Locations: [LA]

  Keywords: installations, activations, narrative experiences

• Name: Ultravioletto

  Locations: [Rome]

  Keywords: exhibitions, fairs, museums, brand experiences and events

Fabricators

• Name: 5 Ten

  Locations: [NYC]

  Keywords: LED technology design, fabrication, and integration

• Name: Bridgewater Studio

  Locations: [Chicago]

  Keywords: full service design and fabrication

  Jobs: 🌐

Museums

• Name: Grumpy Sailor

  Locations: [Sydney] [Melbourne]

  Keywords: digital experiences, exhibit design, brands

• Name: RLMG

  Locations: [Boston]

  Keywords: story-driven, interactive, dynamic, immersive, and educational installations for public spaces.

9. Awesome Transit

Reference resources

• GTFS.org official documentation site for the General Transit Feed Specification. Includes additional GTFS resources.

• Google Transit Developers additional Google-specific documentation of GTFS.

• World Bank: Intro. to GTFS free, online, self-paced course for learning about GTFS and GTFS Realtime.

Local and regional groups

• German Open Transport Data Quality Meetup (⭐41) - Bimonthly online meetup of the German-speaking open transport community dedicated to data quality.

3rd party GTFS URL directories

• The Mobility Database - JSON and CSV files on GitHub (⭐251) that is a repository of 2000+ mobility datasets across the world. Contains contents of OpenMobilityData/TransitFeeds.com.

10. Awesome Workflow Automation

Tools

• Zapier - Review: Simplifies workflow automation by connecting your apps and services.

• IFTTT - Review: Enables integration and innovation across different platforms.

• Microsoft Power Automate - Review: Focuses on streamlining repetitive tasks and paperless processes.

• Make (formerly Integromat) - Review: Provides a platform for creative and efficient workflow automation.

• ClickUp - Review: Serves as an all-in-one, customizable workspace.

• Smartsheet - Review: Offers dynamic work management using a flexible platform.

• Wrike - Review: Provides robust project management capabilities.

• Airtable - Review: Facilitates building custom apps to meet workflow needs.

• Lucidchart - Review: Offers diagramming for better workflow visualization.

• ActivePieces - Review: An open-source tool for all-in-one automation.

• n8n - Review: Specializes in technical workflow automation.

• Automatisch - Review: An open-source business automation tool, similar to Zapier.

• Huginn (⭐43k) - Review: Allows the creation of agents that perform automated tasks online.

Resources

• Productivity Tools List - A curated list of productivity tools and apps.

11. Awesome Opentofu

Media / Helpers

• CNCF - OpenTofu Day 2024

12. Awesome Lowcode

Marketing

• Datawave - Startup Marketing Platform

13. Awesome Music

Music Notation

• mei-friend - a friendly, browser-based editor for music encodings.

14. Awesome Product Design

Methods / Decision Making

• Untools - Thinking tools and frameworks to help you solve problems, make decisions and understand systems.

Methods / Research Plan

• Branding5 - Make a brand positioning as a basis for your designs.

15. Awesome Selfhosted

Software / Database Management

• CloudBeaver - Self-hosted management of databases, supports PostgreSQL, MySQL, SQLite and more. A web/hosted version of DBeaver. (Source Code (⭐3.3k)) Apache-2.0 Docker

Software / File Transfer - Single-click & Drag-n-drop Upload

• Pairdrop (⭐4.2k) - Local file sharing in your browser, inspired by Apple's AirDrop (fork of Snapdrop). GPL-3.0 Docker

Software / Media Streaming - Video Streaming

• Tube Archivist ⚠ - Organize, search, and enjoy your YouTube collection. Subscribe, download, and track viewed content with metadata indexing and a user-friendly interface. (Source Code (⭐4.7k), Clients) GPL-3.0 Docker

Software / Miscellaneous

• beelzebub ⚠ - Honeypot framework designed to provide a highly secure environment for detecting and analyzing cyber attacks. (Demo, Source Code (⭐640)) MIT Docker/K8S/Go

16. Awesome Tailwindcss

Tools

• 💼 Gimli Tailwind - Smart tools for Tailwind CSS as a browser extension.

17. Static Analysis

Programming Languages / Other

• DelphiLint (⭐79) — A Delphi IDE package providing on-the-fly code analysis and linting, powered by SonarDelphi.

18. Awesome Ai in Finance

Others / Plugins

• Floom (⭐24) AI gateway and marketplace for developers, enables streamlined integration and least volatile approach of AI features into products

19. Awesome Polars

Resources / Blog posts

• How to start using Polars & DuckDB together for data analysis - A post that demonstrates the usage of Polars with DuckDB to perform similar data transformations as is done using Pandas by @sumaniitm.

20. Awesome Jmeter

Best Practices

• Optimize JMeter for Large Scale Tests

Automation / Conversion

• har-convertor-jmeter-tool (⭐5) - Apache JMeter Plugin to convert a HAR file to a JMeter script and Record XML file.

• JMeter HAR Importer Plugin (⭐3) - JMeter plugin to import HTTP Archive (HAR) files into Apache JMeter.

Performance Testing / RESTful API

• REST API Testing with JMeter. Step by Step Guide

Community / Blogs

• OctoPerf Blog - OctoPerf blog about JMeter and load testing.

21. Awesome Cpp

Concurrency

• libfork (⭐547) - A bleeding-edge, lock-free, wait-free, continuation-stealing tasking library built on C++20's coroutines. [MPL-2.0] website

Miscellaneous

• fast_io (⭐615) - Significantly faster input/output for C++20. [MIT]

Build Systems

• Ccache - A fast C/C++ compiler cache. [GPLv3]

22. Awesome Dotnet

Artificial Intelligence

• LLamaSharp (⭐2.4k) - C#/.NET Binding of llama.cpp, run LLaMA/GPT model using C# without having to compile lama.cpp.

Compilers, Transpilers and Languages

• IKVM - A Java Virtual Machine and Bytecode-to-IL Converter for .NET. Execute compiled Java code (bytecode) on .NET Framework or .NET Core.

• Lib.Harmony (⭐5.1k) - Rewrite mono and C# methods at the runtime, Either write a method that will be executed, or edit the code of the method in IL, mainly used for game modding.

Tools

• OctaneEngine (⭐227) - A high preformance multipart downloader with many features such as pause/resume support, asynchronous progress, and throttling.

WPF

• DeftSharp.Windows.Input (⭐58) - A simple keyboard/mouse event handler for Windows UI applications (WPF, MAUI, Avalonia)

Parser Library

• Parakeet (⭐66) - A recursive descent parsing library with operator overloading for C#.

23. Awesome Acg

Mobile Apps

• Mihon (⭐8.8k) - Free and open source manga reader for Android. [English]

24. ALL About RSS

Miniflux / Outline Processor Markup Language

• miniflux-theme-reeder (⭐99)

25. Awesome Langchain

Other LLM Frameworks / Videos Playlists

• uAgents (⭐795): A fast and lightweight framework for creating decentralized agents with ease.

26. Awesome Embedded Rust

no-std crates / WIP

• lakers: Microcontroller-optimized EDHOC implementation, with bindings for C and Python -

27. Awesome Clojure

Data Validation

• Guardrails (⭐221)

• Malli (⭐1.4k)

28. Awesome Integration

Resources / API Specification

• OpenAPI (ex.Swagger) (⭐28k) (⭐29k) - A language-agnostic specification for creating RESTful APIs that enables both humans and machines to understand the capabilities of a service without the need for source code or documentation.

29. Awesome Game Remakes

FPS

• SurrealEngine (⭐409) - The goal of this project is to reimplement enough of the original Unreal Engine to make the Unreal Tournament (UT99) maps playable.

Simulator

• Free Stars: The Ur-Quan Masters - Open source version of the classic Star Control 2.

30. Awesome Cyber Security University

Free Beginner Blue Team Path / Level 1 - Tools

• Volatility - Intro to memory analysis with volatility.

31. Awesome Falsehood

Emails

• libvldmail - A library that implements RFC-based checks for e-mail addresses.

32. Free for Dev

PaaS

• appwrite - Unlimited projects with no project pausing (supports websockets) and authentication service. 1 Database, 3 Buckets, 5 Functions per project in free tier.

Tunneling, WebRTC, Web Socket Servers and Other Routers

• serveo — Expose local servers to the internet. No installation, no signup. Free subdomain, no limits.

33. Awesome Typescript

Tools / Playground

• ParaglideJS - An i18n compiler that generates fully typesafe translations

Web / Playground

• 🐙 Langfuse (⭐4.9k) - Open source LLM engineering platform 🪢 - Tracing, Prompt Mgmt, Evaluations, Analytics

34. Awesome Neovim

Web Development / Diagnostics

• luckasRanarison/tailwind-tools.nvim (⭐309) - Unofficial TailwindCSS tooling.

Tree-sitter Supported Colorscheme / Diagnostics

• kevinm6/kurayami.nvim (⭐6) - Dark (only) theme.

• loganswartz/sunburn.nvim (⭐14) - A colorscheme sitting somewhere between pastels and solarized, emphasizing readability and hue uniformity above all else.

Colorscheme Creation / Diagnostics

• loganswartz/polychrome.nvim (⭐16) - A colorscheme micro-framework, with support for specifying colors directly in many different formats (sRGB, HSL, Oklab, XYZ and more, with intelligent chroma clipping), live editing preview, and a simple DSL.

Debugging / Diagnostics

• Willem-J-an/visidata.nvim (⭐20) - Render pandas dataframes in nvim-dap using the power of visidata.

Preconfigured Configuration / Diagnostics

• StratOS-Linux/StratVIM (⭐12) - A full-fledged Neovim distribution included by default in StratOS, an upcoming Arch-based Linux distro.

35. Awesome Directus

Extensions / Community

• Umami Analytics (⭐0) - Add Umami analytics to Directus.

36. Urban and Regional Planning Resources

Platforms and Software Resources / AI in Planning Tools and Platforms

• Anthropic - Anthropic provides access to a class of advanced large language models called Claude designed to provide human-like text responses and engage in conversational interactions.

Platforms and Software Resources / Economic Development and Econometric Platforms

• Remi - REMI is a leading provider of state, local, and national macroeconomic policy analysis models.

37. Awesome Playcanvas

AR/VR/XR

• Viverse - Open platform for virtual worlds and environments developed by HTC.

38. Awesome Terraform

Providers / Vendor supported providers

• terraform-provider-coder (⭐29) - Provider for Coder

Tools / Community providers

• asdf (⭐232) - HashiCorp plugin for the asdf (⭐21k) version manager

39. Awesome Quant

Reproducing Works, Training & Books / Data Visualization

• Finance (⭐1.8k) - 150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.

• 101_formulaic_alphas (⭐12) - Implementation of 101 formulaic alphas using qstrader.

40. Awesome Vite

Templates / React

• ReTail (⭐1) - Starter template for building Full Stack WEB applications with Remix using TypeScript, Tailwind CSS, Prettier and ESLint.

• vite-react-redux-saga-typescript (⭐2) - Starter template with React, TypeScript, Redux (Redux Toolkit), Saga, React Testing Library, ESLint, Prettier and Husky.

Templates / GitHub

• github-action-template (⭐8) - Starter template for GitHub Actions, Typescript, ESLint, Vitest, Husky, Conventional Commits.

Framework-agnostic Plugins / Integrations

• vite-plugin-px-rem-vw (⭐6) - Integrate PostCSS plugin pxTorem and pxTovw.

Framework-agnostic Plugins / Bundling

• vite-plugin-robots (⭐7) - Generating robots.txt.

Framework-agnostic Plugins / Transformers

• @tomjs/vite-plugin-html (⭐3) - Support compression, loading, CDN and others for index.html.

• @tomjs/vite-plugin-iconify (⭐2) - Inject the global variable IconifyProviders into index.html for iconify, and support local area network and custom url.

Framework-agnostic Plugins / Helpers

• vite-plugin-vitepress-auto-nav (⭐16) - Automatically generates sidebar and nav configurations by scanning directories, based on VitePress.

Libraries / Community

• Vinxi (⭐1.6k) - The Full Stack JavaScript SDK. Allows adding SSR to a Vite app.

41. Awesome Data Engineering

Data Lake Management

• Project Nessie (⭐937) - Project Nessie is a Transactional Catalog for Data Lakes with Git-like semantics. Works with Apache Iceberg tables.

Community / Podcasts

• The Data Stack Show - A show where they talk to data engineers, analysts, and data scientists about their experience around building and maintaining data infrastructure, delivering data and data products, and driving better outcomes across their businesses with data.

42. Awesome Agi Cocosci

Domain Specific Language / Design Practises

• No Grammar to Rule Them All: A Survey of JSON-style DSLs for Visualization - IEEE Transactions on Visualization and Computer Graphics, 2022. [All Versions]. A survey on the design and implementation of 57 JSON-style DSLs for a variety of visualization and visual interaction tasks, suggesting that no one DSL will be able to capture all of them without compromising essential parts of its domain design.

Domain Specific Language / Declarative DSL Applications

• OpenLaw - OpenLaw.io. It is now possible to model all or parts of legal agreements using code (smart contracts), decreasing the cost and friction of creating, securing, and generating binding legal agreements. Lawyers lack basic tools to build these dynamic, “smart” contracts in a way that is enforceable and understandable to a legal professional. OpenLaw is a technology stack to help power next generation "smart" legal agreements, with a domain-specific markup language, a integration framework, and a series of general applications.

Domain Specific Language / DSL Program Synthesis

• Errors are Useful Prompts: Instruction Guided Task Programming with Verifier-Assisted Iterative Prompting - 2023. [All Versions]. [Code (⭐37)]. [Website]. This paper proposes CLAIRIFY, an approach that combines automatic iterative prompting with program verification to ensure programs written in data-scarce domain-specific language are syntactically valid and incorporate environment constraints.

43. Awesome Rust

Libraries / Network programming

• VPN
  • defguard/wireguard-rs (⭐135) - A multi-platform library providing a unified high-level API for managing WireGuard interfaces using native OS kernel and userspace WireGuard protocol implementations

Libraries / Peripherals

• Fingerprint reader
  • alvaroparker/libfprint-rs (⭐11) [libfprint-rs] - Libfprint-rs provides a wrapper around the Linux libfprint library.

44. Awesome Mac

Reading and Writing Tools / Others

• Highlights - The PDF Reader for Research on Mac, iPad & iPhone.

45. Awesome Zsh Plugins

zsh-mgr

• Auto-updates all plugins.

• Auto-updates itself.

• Configurable time interval for both auto-updaters.

Plugins / superconsole - Windows-only

• git-switch-branch-skim (⭐0) - Allows you to switch git branches with skim (⭐5k)

• select-history-skim (⭐0) Rummage through your history with skim (⭐5k).

• tinted-shell (⭐59) - Adds a script to allow you to change your shell's default ANSI colors but most importantly, colors 17 to 21 of your shell's 256 colorspace (if supported by your terminal). This script makes it possible to honor the original bright colors of your shell (e.g. bright green is still green and so on) while providing additional base16 colors to applications such as Vim.

Themes / superconsole - Windows-only

• bahman (⭐1) - Requires Nerd Font. Has git status decorator.

• bigshrimp (⭐1) - A clear and concise theme that includes decorators for username@host, current directory and git status.

• tho (⭐0) - Includes decorators for git status & current directory.

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