Awesome List Updates on Jun 23 - Jun 29, 2025

43 awesome lists updated this week.

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1. Android Security Awesome

Tools / Reverse Engineering

• PhoneSpolit-Pro (⭐5.2k) - An all-in-one hacking tool to remotely exploit Android devices using ADB and Metasploit Framework to get a Meterpreter session.

2. Awesome Data Engineering

Data Lake Management

• Gravitino (⭐1.7k) - Gravitino is an open-source, unified metadata management for data lakes, data warehouses, and external catalogs.

3. Awesome Svelte

UI Libraries

• Quaff - An extensive UI framework featuring modern and elegant components following Material Design 3 principles.

4. Awesome Integration

Projects / API Design

• OpenAPI Generator (⭐24k) (⭐24k) - Automate the creation of API client libraries, server stubs, documentation and config files with this powerful OpenAPI Spec tool.

Projects / BRE

• OpenL Tablets (⭐172) (⭐172) - Flexible open-source decision management system that simplifies defining and executing business rules and decision tables.

Projects / Messaging

• Apache Qpid (⭐59) (⭐59) - AMQP-compliant messaging tool with multi-language support for enterprise-grade message delivery.

5. Awesome Mac

Reading and Writing Tools / RSS

• Saga Reader (⭐293) - Blazing-Fast and Extremely-Lightweight Internet Reader driven by AI.Supports fetching of search engine information and RSS.

Developer Tools / Developer Utilities

• ProcessSpy - A clean and powerful process monitor.

Utilities / Productivity

• Mac Mouse Fix - A simple way to make your mouse better. ]

6. Awesome Falsehood

Geography

• Falsehoods about Maps - Covers coordinates, projection and GIS.

• Falsehoods about Weather - Weather is location-dependent, and so full of edge-cases.

7. Awesome Jamstack

CMS

• Hygraph - The GraphQL Headless CMS.

8. Awesome Digital History

Archives and primary sources / Europe

• EuroDocs – Online Sources for European History - A curated directory of online primary sources for European history, organized by country and period, with many items hosted by reputable institutions and using Dublin Core metadata.

Archives and primary sources / Global

• Atlas of Mutual Heritage - Database with sources relating to VOC (Dutch East India Company) and WIC (Dutch West India Company).

Archives and primary sources / Netherlands

• Topotijdreis - Browse and compare Dutch topographic maps (1815 until today).

9. Awesome Dotfiles

Articles / Using specific tools

• Managing Dotfile Symlinks with GNU Stow

Tools / Ansible

• rotz (⭐390) - Fully cross-platform dotfile manager and dev environment bootstrapper written in Rust.

10. Awesome Audit Algorithms

Papers / 2025

• P2NIA: Privacy-Preserving Non-Iterative Auditing - (ECAI) Proposes a mutually beneficial collaboration for both the auditor and the platform: a privacy-preserving and non-iterative audit scheme that enhances fairness assessments using synthetic or local data, avoiding the challenges associated with traditional API-based audits.

• The Fair Game: Auditing & debiasing AI algorithms overtime - (Cambridge Forum on AI: Law and Governance) Aims to simulate the evolution of ethical and legal frameworks in the society by creating an auditor which sends feedback to a debiasing algorithm deployed around an ML system.

11. Awesome Executable Packing

📑 Datasets / Scientific Research

• Malheur - Contains the recorded behavior of malicious software (malware) and has been used for developing methods for classifying and clustering malware behavior (see the JCS article from 2011).

• Malware Archive (⭐1.6k) - Malware samples, analysis exercises and other interesting resources.

• ViruSign - Another online malware database.

• VirusSamples - Best of the worst kind of files on the Internet.

• VirusSign - Giant database dedicated to combating malware in the digital world.

12. Awesome Iot

Software / Programming languages

• AtomVM - Brings Erlang, Elixir, Gleam and other functional languages to microcontrollers.

13. Awesome Selfhosted

Software / Analytics

• Druid - Distributed, column-oriented, real-time analytics data store. (Source Code (⭐14k)) Apache-2.0 Java/Docker

Software / Archiving and Digital Preservation (DP)

• ArchiveBox - Create HTML & screenshot archives of sites from your bookmarks, browsing history, RSS feeds, or other sources (alternative to Wayback Machine). (Demo, Source Code (⭐24k)) MIT Python/Docker

Software / Automation

• Github Ntfy (⭐36) ⚠ - Push notifications to NTFY, Gotify, Discord or Slack when a new release is available on Docker Hub or Github. (Clients (⭐25k)) GPL-3.0 Rust/Docker

Software / Document Management

• Paperless-AI (⭐3.8k) - Automated document analyzer for Paperless-ngx that uses OpenAI API, Ollama, and other compatible services to automatically analyze and tag documents. MIT Docker

Software / File Transfer - Peer-to-peer Filesharing

• Send - Simple, private, end to end encrypted temporary file sharing, originally built by Mozilla. (Demo, Clients) MPL-2.0 Nodejs/Docker

Software / Personal Dashboards

• Homer (⭐10k) - Dead simple static homepage to expose your server services, with an easy yaml configuration and connectivity check. (Demo) Apache-2.0 Docker/K8S/Nodejs

14. Awesome Cl

MCP servers

• 40ants-MCP (⭐32) - a framework for building Model Context Protocol servers in Common Lisp.

• Lisply MCP (⭐32) - a generic Node.js wrapper meant to work with pretty much any language backend which can support "eval" and http .
  • By default, it comes configured to work with an existing reference-implementation backend CL-based container image which it will pull and run on-demand.

HTTP Servers / Clack plugins

• hismetic (⭐0) - Security for Clack-based web applications. Expat.

15. Awesome Polars

Tutorials & workshops / Miscellaneous

• #100DaysOfPolars articles - List of articles published by @jorammutenge on linkedin #100DaysOfPolars.

Blog posts / Miscellaneous

• Pandas2 and Polars for Feature Engineering - A blog post that compares Pandas2 and Polars for Feature Engineering tasks with Python by @hopswork (⭐1.2k).

• Polars for Pandas Users — A Blazing Fast DataFrame Alternative — A tutorial article that shows how to migrate from Pandas to Polars with code examples and performance optimization tips by Vinod Chugani.

16. Awesome Flame

App Releases / Puzzle Games

• Mine Cart Operator - Mine cart operator is dekstop puzzle game for Windows, Mac and Linux. By CherryBit Studios

17. Awesome Construct

Construct 2

• Fresh NW (⭐1) - Easily setup exporting for the latest versions of NW.js, replacing the outdated "NW.js for Construct 2" installer.

18. Awesome Angular

Community

• Map of GitHub - Explore the NgSphere to discover repositories with overlapping stargazers.

Blogs / Google Developer Experts

• Practical Angular Guide - Real-world-ish solutions for Angular developers By Donald Murillo.

Authentication / Google Developer Experts

• otp-angular (⭐1) - A lightweight, highly customizable, and dependency-free OTP (One-Time Password) input component built for Angular 20+ applications.

• @serhiisol/ngx-auth (⭐236) - Angular 20+ Authentication Module.

CLI / Google Developer Experts

• dotairc (⭐9) - This tool helps create consistent instructions for AI assistants working with your codebase.

• lin (⭐4) - Lazy I18N is a CLI tool that translates locale JSONs using LLMs.

Developer tools / Google Developer Experts

• angular file generator - Supercharge your Angular development with intuitive and rapid file generation. Create components, services, modules, and more with just a few clicks - compatible with Angular 16-20.

• sonda (⭐561) - Universal visualizer and analyzer for JavaScript and CSS.

• angular schematics pro - Ultimate Angular code generation in Visual Studio Code.

HTTP / Google Developer Experts

• ngx-http (⭐1) - A lightweight Angular library that enhances HTTP functionalities by providing types, static values, and utility functions.

• @angular-experts-io/resource (⭐6) - The missing create, update, delete (CUD) support for Angular resource.

Internationalization / Google Developer Experts

• angular-intlayer - This intlayer (⭐187) package allows you to internationalize your Angular application. It provides context providers and hooks for Angular internationalization.

e2e / Google Developer Experts

• cypress-angular-commands (⭐1) - A robust, production-ready collection of reusable Cypress custom commands specifically tailored for modern Angular-based enterprise applications and ERP systems.

Calendars / Google Developer Experts

• @pyas/connect-angular - A plugin wrapper around the Pyas Connect (⭐1) Web Component, exposing PyasConnect as a first-class Angular component.

Data Grids / Google Developer Experts

• ngx-editable-material-table (⭐12) - An editable table, built on top of Angular Material, natively for Angular.

DOM / Google Developer Experts

• ngx-fittext (⭐1) - An Angular library that allows you fit text in a box or a line.

Images / Google Developer Experts

• ngx-broken-img (⭐1) - Angular directive to fix broken url in img. If image url returns 404, a placeholder is used to fill img's src.

• ngx-lightbox (⭐1) - A lightbox2 (⭐6.3k) implementation port to use with Angular >= 18 (zoneless).

Media / Google Developer Experts

• ngx-lite-video-v2 (⭐1) - An updated fork of ngx-lite-video (⭐4), an Angular package that provides lazy loading capabilities for embedded iframes from popular video-sharing platforms like YouTube and Vimeo.

Storage / Google Developer Experts

• ng-storage (⭐1) - A modern, reactive Angular service for browser storage management with AES-GCM encryption, TTL, change notifications, and Apollo-style providers.

Material Based / Google Developer Experts

• simplematcomponents (⭐8) - Set of Angular components that fit into or use Angular Material Design.

Misc Components / Google Developer Experts

• ng-virtual-list (⭐5) - Maximum performance for extremely large lists. It is based on algorithms for virtualization of screen objects.

TypeScript / Google Developer Experts

• typebuddy (⭐401) - Finally make sense of your complex types.

19. Awesome Privacy

Self-hosted

• Immich (⭐70k) - Self-hosted photo and video backup solution directly from your mobile phone.

Third-party

• Stingle Photos - Open source solution that provides strong security, privacy and encryption to backup your photos.

VPNs / Alternative clients/modifications of Discord:

• LNVPN

20. Awesome V

Web

• sessions (⭐6) - Web-framework-agnostic sessions library.

21. Free for Dev

Education and Career Development

• edX - Offers access to over 4,000 free online courses from 250 leading institutions, including Harvard and MIT, specializing in computer science, engineering, and data science.

Design and UI

• Tailark - A collection of modern, responsive, pre-built UI blocks designed for marketing websites.

22. Awesome D

Operating Systems

• PowerNex (⭐500) - A kernel written in D

• SerpentOS - Snek factory (source code)

• Trinix (⭐112) - Hybrid operating system for x64 PC written in D

• XOmB (⭐349) - An exokernel operating system written in D

Bare Metal/Kernel Development

• D Bare bones - kernel hello world in D (using GDC compiler)

• D barebone with ldc2 - another kernel hello world in D (using LDC compiler)

• XOmB bare bones - an exokernel operating system written in D. Main page, github (⭐349).

• Bare Metal ARM Cortex-M GDC Cross Compiler - building a bare metal ARM Cortex-M (arm-none-eabi) GDC cross compiler for a Linux host.

General Containers

• memutils (⭐43) - Overhead allocators, allocator-aware containers and lifetime management for D objects

• dlib.container (⭐223) - generic data structures (GC-free dynamic and associative arrays and more)

• std.rcstring (⭐9) - A reference counted string implementation for D's build in string construct

Web Frameworks

• Hprose (⭐26) - A very newbility RPC Library for D, and it support 25+ languages now.

CLI Applications

• Literate (⭐871) - A literate programming tool for any language.

• onedrive (⭐11k) - #1 Free OneDrive Client for Linux.

• tshare (⭐135) - Fast file sharing from cli, using transfer.sh.

• todod (⭐16) - Todod is a command line based todo list manager. It also has support for shell interaction based on linenoise (⭐4k).

Logging / Language Processing

• dlog (⭐1) - extensible logging framework with message transformation support and custom loggers and contexts

• std.experimenatal.logger - Phobos's upcoming standard logging facility.

• dlogg (⭐14) - Logging for concurrent applications and daemons with lazy and delayed logging, logrotate support.

Configuration / Language Processing

• sdlang (⭐121) - An SDL (Simple Declarative Language) library for D.

• D:YAML (⭐120) - YAML parser and emitter for the D programming language.

• inifile-D (⭐21) - A compile time ini file parser and writter generator for D

Blog Engine / Language Processing

• mood (⭐44) - simple vibe.d based blog engine

Dependency Injection / Language Processing

• Poodinis (⭐73) - A dependency injection framework for D with support for autowiring.

Unmaintained / Language Processing

• dunit (⭐60) - Advanced unit testing & mocking toolkit

• hunt (⭐98) - A refined core library for D programming language. The module has concurrency / collection / event / io / logging / text / serialize and more.

• hunt-time (⭐2) - A time library and similar to Joda-time and Java.time api.

• hunt-validation (⭐3) - A data validation library for DLang based on hunt library.

• collie (⭐61) - An asynchronous event-driven network framework written in dlang, like netty framework in D.

• hunt-net (⭐20) - High-performance network library for D programming language, event-driven asynchonous implemention(IOCP / kqueue / epoll).

• hunt-http (⭐31) - HTTP/1 and HTTP/2 protocol library for D.

• Hunt Framework (⭐307) - Hunt is a high-level D Programming Language Web framework that encourages rapid development and clean, pragmatic design. It lets you build high-performance Web applications quickly and easily.

• grpc (⭐44) - Grpc for D programming language, hunt-http library based.

• kissrpc (⭐40) - Fast and light, flatbuffers based rpc framework.

• hunt-gossip (⭐0) - A Apache V2 gossip protocol implementation for D programming language.

• hunt-cache (⭐6) - D language universal cache library, using radix, redis and memcached.

• flatbuffers (⭐10) - D Programming Language implementation of the google flatbuffers library.

• hunt-entity (⭐58) - Hunt entity is an object-relational mapping tool for the D programming language. Referring to the design idea of JPA, support PostgreSQL / MySQL / SQLite.

• hunt-database (⭐50) - Hunt database abstraction layer for D programing language, support PostgreSQL / MySQL / SQLite.

• hunt-console (⭐4) - Hunt console creation easier to create powerful command-line applications.

• DWT (⭐140) - A library for creating cross-platform GUI applications. GWT is a port of the Java SWT library to D. DWT was promoted as a semi-standard GUI library for D, but unfortunately didn't catch up popularity yet.

• LibUI (⭐34) - Dynamic Binding for libui (⭐11k)

23. Awesome Osint

Live Cyber Threat Maps

• Bitdefender Threat Map - Cyberthreat Real Time Map by Bitdefender.

• BunkerWeb Live Cyber Attack Threat Map - Live cyber attack blocked by BunkerWeb, the open source and next generation Web Application Firewall.

• Check Point Live Cyber Threat Map - Explore the top cyber threats of 2025, including ransomware, infostealers, and cloud vulnerabilities.

• Cisco Talos Intelligence -

• Fortiguard Labs - FortiGuard Outbreak Alerts provides key information about on-going cybersecurity attack with significant ramifications affecting numerous companies, organizations and industries.

• HCL Threat Map - Cyber Threat Map by HCLTech.

• Imperva Live Threat Map - A real-time global view of DDoS attacks, hacking attempts, and bot assaults mitigated by Imperva security services.

• Kaspersky Cyberthreat live Map - Find out if you are under cyber-attack here.

• Radware Live Cyber Threat Map - Radware's Live Threat Map presents near real-time information about cyberattacks as they occur, based on our global threat deception network.

• Zscaler Global Threat Map Dashboard - Illustrates those we've seen in the past 24 hours, consisting of threats detected by our antivirus engines, malware and advanced persistent threats.

Other Resources / GitHub

• Bellingcat Online Researcher Survey: Tool Wishes — Wishlist of OSINT tools from a February Bellingcat survey.

• Cipherstick - Free OSINT Puzzles - No Account Needed!

24. Awesome Lidar

Algorithms / Simultaneous localization and mapping SLAM and LIDAR-based odometry and or mapping LOAM

• LeGO-LOAM (⭐2.6k) - A lightweight and ground optimized lidar odometry and mapping (LeGO-LOAM) system for ROS compatible UGVs.
  • YouTube video
  • ROS 2 verison on different repo: GitHub repository (⭐57)

• RESPLE - Recursive Spline Estimation for LiDAR-Based Odometry
  • GitHub repository (⭐99)
  • YouTube video

Related awesome / LIDAR-other-sensor calibration

• Awesome LiDAR Place Recognition (⭐177)

• Awesome-LiDAR-MOS (⭐36) Moving Object Segmentation

• Awesome-LiDAR-Visual-SLAM (⭐216)

Others / LIDAR-other-sensor calibration

• CloudPeek (⭐117) is a lightweight, c++ single-header, cross-platform point cloud viewer, designed for simplicity and efficiency without relying on heavy external libraries like PCL or Open3D.
  • GitHub repository (⭐117)

25. Awesome Rails

Gems / Other external resources

• db_validator (⭐17) - A gem to find records in your database that do not meet model validation requirements. 🔴

26. Awesome Nix

Command-Line Tools / Discovery

• nh (⭐1.7k) - Better output for nix nixos-rebuild and home-manager CLI using nvd and nix-output-monitor.

Development / Discovery

• treefmt-nix (⭐425) - A formatter that allows formatting all your project files with a single command, all via a single .nix file.

27. Awesome Webaudio

Packages / Libraries

• dsssp (⭐28) - React component library for visualizing and managing audio filters with drag-n-drop and transitions support.

Packages / Apps

• dsssp-demo (⭐5) - WebAudio music player with 7-bands EQ and filter presets.

28. Awesome Deno

Modules / CLI utils

• commit-sage-cli (⭐6) - Generates Conventional Commit messages with AI based on Git repository changes.

29. Awesome Low Code

Platforms / Citizen Automation and Development Platform

• Postman Flows - Postman Flows low-code editor to prototype, build, and deploy API-first apps in a collaborative environment. Create flow modules that automate tasks, integrate systems, and showcase your APIs to others on your team or the entire world with the Postman API Network.

30. ALL About RSS

RSS2ARCHIVE / For Android device

• Karakeep (⭐18k)

• Django link archive (⭐103)

🏗️ Tools for parsing / decoding RSS / Webpage Monitor Services with capability of monitoring RSS Feed 1264

• Crawler-Buddy (⭐125): A server that parses RSS links, and provides output as standardized JSON. Provides feeds for input links

31. Awesome CoreML Models

Speech Processing

• Streaming ASR – Real-time streaming speech recognition engine for iOS. Uses Fast Conformer + CTC, runs fully on device.
  Download (⭐3) | Demo (⭐3) | Reference (⭐3)

• Keyword Spotting (KWS) – On-device keyword spotting engine using lightweight CRNN architecture, optimized for mobile devices.
  Download (⭐5) | Demo (⭐5) | Reference (⭐5)

32. Awesome Neovim

(requires Neovim 0.5)

• romus204/referencer.nvim (⭐8) - Lightweight, asynchronous that uses the LSP to show references to functions, methods, types and other.

• yarospace/dev-tools.nvim (⭐56) - In-process LSP server of custom code actions, enhanced actions picker, community actions library and a convenient interface for customization and enhancement of your code actions.

AI / Diagnostics

• blob42/codegpt-ng.nvim (⭐4) - Minimalist command based AI coding with a powerful template system. Supports Ollama, OpenAI and more.

• azorng/goose.nvim (⭐260) - Seamless Neovim integration with goose - work with a powerful AI agent without leaving your editor.

• mozanunal/sllm.nvim (⭐73) - In-editor chat powered by Simon Willison's llm CLI: stream replies in a markdown buffer, manage rich context (files, URLs, selections, diagnostics, shell outputs), switch models interactively, and even see token-usage stats.

Programming Languages Support / Diagnostics

• apyra/nvim-unity.nvim (⭐30) - Use Neovim as your default Unity editor with full LSP support via OmniSharp.

Golang / Diagnostics

• romus204/go-tagger.nvim (⭐9) - A lightweight plugin to manage struct field tags in Go files.

Markdown and LaTeX / Diagnostics

• timantipov/md-table-tidy.nvim (⭐9) - Simple markdown tables formatting.

Powershell / Diagnostics

• TheLeoP/powershell.nvim (⭐54) - First class powershell editor integration. Includes LSP, debugging (requires nvim-dap) and $psEditor API support.

Marks / Diagnostics

• you-n-g/navigate-note.nvim (⭐28) - Integrating note-taking capabilities with navigation/marking.

Fuzzy Finder / Diagnostics

• bassamsdata/namu.nvim (⭐343) - Flexible and sleek fuzzy picker, LSP symbol navigator, and more. Inspired by Zed.

File Explorer / Diagnostics

• vodchella/hodur.nvim (⭐16) - Allows you to quickly open a file or copy URL located under cursor.

Project / Diagnostics

• sukineco/neoproj - Small yet powerful project (and session) manager.

Tree-sitter Supported Colorscheme / Diagnostics

• datsfilipe/min-theme.nvim (⭐47) - It's a port of Min, a minimal theme for VSCode, written in Lua.

• github-main-user/lytmode.nvim (⭐11) - A unique in-between theme inspired by LYT-Mode for Obsidian. Not quite dark, not quite light — just right.

Utility / Diagnostics

• Cih2001/pikchr.nvim (⭐15) - Render Pikchr diagrams live in Neovim.

• rachartier/tiny-glimmer.nvim (⭐262) - Adds subtle animations to various operations.

• penaz91/MiniDYM (⭐2) - A very small "Did you mean" plugin, suggesting files the user might have wanted to open instead of creating a new one.

• attilarepka/header.nvim (⭐18) - Add or update copyright and license headers in any source file.

Terminal Integration / Diagnostics

• benoror/gpg.nvim (⭐11) - Edit GPG encrypted files symmetrically.

Debugging / Diagnostics

• Carcuis/dap-breakpoints.nvim (⭐14) - Manage and create advanced breakpoints with virtual text and popup reveal for nvim-dap.

Test / Diagnostics

• tdd.nvim (⭐3) - Opens or creates the matching PHPUnit test file for a given class, based on PSR-4 namespace mappings.

Git / Diagnostics

• Kohei-Wada/yadm-git.nvim (⭐2) - Seamless Git plugin support for yadm dotfiles.

• axkirillov/unified.nvim (⭐95) - Displaying inline unified diffs directly in your buffer.

Motion / Diagnostics

• HawkinsT/pathfinder.nvim (⭐49) - Enhances gf/gF/gx with look-ahead and smarter file, line/column number, and link resolution. Also provides visual targets for files/links, new motion commands, and link description retrieval.

• millerjason/neovimacs.nvim (⭐2) - Provides emacs movement and buffer keybindings while in insert mode.

Split and Window / Diagnostics

• mkajsjo/windowcolumns.nvim (⭐7) - Column-first window management.

Game / Diagnostics

• seandewar/actually-doom.nvim (⭐98) - Editing text is boring; play DOOM instead!.

33. Awesome Creative Coding

Other

• Konstrukt (⭐65) [Cross-platform] - A commandline tool to generate different scalable patterns as SVGs.

Articles • Tutorials / Shaders • OpenGL • WebGL

• ThreeJS post-process example (⭐25) - example of post-processing effects in ThreeJS.

34. Awesome Transit

Agency Tools / General GIS Applications for making transit visualizations

• RideSheet – A simple, spreadsheet-based tool for small demand-responsive transportation (DRT) services.

35. Awesome Bitcoin

Additional Resources

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

36. Awesome Go

Pipes

• pipelines (⭐11) - Generic pipeline functions for concurrent processing.

Relational Database Drivers

• go-rqlite (⭐165) - A Go client for rqlite, providing easy-to-use abstractions for working with the rqlite API.

File Handling

• fastwalk (⭐98) - Fast parallel directory traversal library (used by fzf (⭐72k)).

HTTP Clients

• go-ipmux (⭐27) - A library for Multiplexing HTTP requests based on multiple Source IPs.

Reflection

• reflectpro (⭐7) - Callers, copiers, getters and setters for go.

Parsers/Encoders/Decoders

• godump (goforj) (⭐1.3k) - Pretty-print Go structs with Laravel/Symfony-style dumps, full type info, colorized CLI output, cycle detection, and private field access.

Utilities

• debounce (⭐28) - A zero-allocation debouncer written in Go.

37. Awesome Ipfs

Debugging Tools & Learning

• Helia Identify

38. Awesome Machine Learning

Python / General-Purpose Machine Learning

• Feature-engine (⭐2.1k) - Open source library with an exhaustive battery of feature engineering and selection methods based on pandas and scikit-learn.

Python / Reinforcement Learning

• Gym4ReaL (⭐26) - Gym4ReaL is a comprehensive suite of realistic environments designed to support the development and evaluation of RL algorithms that can operate in real-world scenarios. The suite includes a diverse set of tasks exposing RL algorithms to a variety of practical challenges.

39. Awesome Rust

Applications

• clash-verge-rev/clash-verge-rev (⭐65k) - A cross-platform, modern Clash GUI based on tauri & rust, supporting Windows, macOS, and Linux.

Applications / Blockchain

• Kaspa (⭐651) - The fastest, open-source, decentralized & fully scalable Layer-1 in the world.

Applications / Database

• Materialize (⭐6k) - Streaming SQL database powered by Timely Dataflow 💲

Applications / System tools

• matheus-git/systemd-manager-tui (⭐552) [systemd-manager-tui] - A program for managing systemd services through a TUI (Terminal User Interfaces).

Applications / Utilities

• Eoin-McMahon/Blindfold (⭐85) [Blindfold] - A simple CLI tool for generating .gitignore files quickly and easily.

Development tools / Build system

• tracemachina/nativelink (⭐1.4k) - NativeLink is a Backend Remote Execution platform written in rust for client build systems such as Buck2, Bazel, Pants, etc..

Libraries / Computation

• Science
  • Axect/Peroxide (⭐643) - Rust numeric library containing linear algebra, numerical analysis, statistics and machine learning tools in pure rust
  • cpmech/russell (⭐163) - Rust Scientific Library for numerical mathematics, ordinary differential equations, special math functions, high-performance (sparse) linear algebra
  • Ryan-D-Gast/differential-equations (⭐60) - A high-performance library for numerically solving differential equations

40. Awesome Vue

Resources / Tutorials

• Hygraph introduction guide with Vue on Hygraph

Components & Libraries / UI Components

• vue-skeleton-content-loader (⭐3) - Lightweight and accessible library to make beautiful, animated loading skeletons that automatically adapt to your Vue app

Components & Libraries / UI Utilities

• VueFormify (⭐56) - Build powerful, type-safe forms in Vue 3.

41. Awesome Cpp

Frameworks

• PhotonLibOS (⭐1k) - A comprehensive C++ framework featuring efficient user-space threading (coroutine with work-stealing), I/O, networking, RPC, HTTP, etc., and used extensively in Alibaba. It is compatible with C++ 14/17/20/23, Linux, MacOS, x86-64, ARM64, gcc and clang. [Apache2] website

• xtd (⭐911) - Modern C++20 framework to create console (CLI), forms (GUI) and unit tests (xUnit) applications on Windows, macOS, Linux, iOS, Android, FreeBSD and Haiku. [MIT]

Game Engine

• Hazel Game Engine (⭐12k) - Hazel is primarily an early-stage interactive application and rendering engine for Windows. [Apache-2.0 license]

42. Awesome Typescript

Validation / Playground

• iso-locale (⭐7) - A comprehensive TypeScript library providing ISO standards for handling countries, languages, dialects, and currencies.

AI / Playground

• 🐙 Maxim AI (⭐4) - JS/TS SDK for enabling Maxim observability. Maxim is an enterprise grade evaluation and observability platform. (see also: https://getmaxim.ai)

43. Awesome Agi Cocosci

Domain Specific Language / Imperative DSL Applications

• "We Need Structured Output": Towards User-centered Constraints on Large Language Model Output - CHI EA'24, 2024. [All Versions]. [Preprint]. Large language models can produce creative and diverse responses. However, to integrate them into current developer workflows, it is essential to constrain their outputs to follow specific formats or standards. This work surveyed 51 experienced industry professionals to understand the range of scenarios and motivations driving the need for output constraints from a user-centered perspective. The authors identified 134 concrete use cases for constraints at two levels: low-level, which ensures the output adhere to a structured format and an appropriate length, and high-level, which requires the output to follow semantic and stylistic guidelines without hallucination. Critically, applying output constraints could not only streamline the currently repetitive process of developing, testing, and integrating LLM prompts for developers, but also enhance the user experience of LLM-powered features and applications. The authors conclude with a discussion on user preferences and needs towards articulating intended constraints for LLMs, alongside an initial design for a constraint prototyping tool.

Domain Specific Language / Declarative DSL Applications

• Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language - Nature Communications, 2023. [All Versions]. [Project (⭐14)]. Advances in machine learning (ML) and automated experimentation are poised to vastly accelerate research in polymer science. Data representation is a critical aspect for enabling ML integration in research workflows, yet many data models impose significant rigidity making it difficult to accommodate a broad array of experiment and data types found in polymer science. This inflexibility presents a significant barrier for researchers to leverage their historical data in ML development. This work shows that a domain specific language, termed Chemical Markdown Language (CMDL), provides flexible, extensible, and consistent representation of disparate experiment types and polymer structures. CMDL enables seamless use of historical experimental data to fine-tune regression transformer (RT) models for generative molecular design tasks. The authors demonstrate the utility of this approach through the generation and the experimental validation of catalysts and polymers in the context of ring-opening polymerization---although the authors provide examples of how CMDL can be more broadly applied to other polymer classes. Critically, this work shows how the CMDL tuned model preserves key functional groups within the polymer structure, allowing for experimental validation. These results reveal the versatility of CMDL and how it facilitates translation of historical data into meaningful predictive and generative models to produce experimentally actionable output.

Problem Solving / Planning

• Integrated Task and Motion Planning - Annual Review of Control, Robotics, and Autonomous Systems, 2021. [All Versions]. The problem of planning for a robot that operates in environments containing a large number of objects, taking actions to move itself through the world as well as to change the state of the objects, is known as task and motion planning (TAMP). TAMP problems contain elements of discrete task planning, discrete–continuous mathematical programming, and continuous motion planning and thus cannot be effectively addressed by any of these fields directly. In this article, the authors define a class of TAMP problems and survey algorithms for solving them, characterizing the solution methods in terms of their strategies for solving the continuous-space subproblems and their techniques for integrating the discrete and continuous components of the search.

Science Logology / AI Assisted Research

• Machine learning-assisted molecular design and efficiency prediction for high-performance organic photovoltaic materials - Science Advances, 2019. [All Versions]. In the process of finding high-performance materials for organic photovoltaics (OPVs), it is meaningful if one can establish the relationship between chemical structures and photovoltaic properties even before synthesizing them. This work first establishes a database containing over 1700 donor materials reported in the literature. Through supervised learning, our machine learning (ML) models can build up the structure-property relationship and, thus, implement fast screening of OPV materials. The authors explore several expressions for molecule structures, i.e., images, ASCII strings, descriptors, and fingerprints, as inputs for various ML algorithms. It is found that fingerprints with length over 1000 bits can obtain high prediction accuracy. The reliability of the approach is further verified by screening 10 newly designed donor materials. Good consistency between model predictions and experimental outcomes is obtained. The result indicates that ML is a powerful tool to prescreen new OPV materials, thus accelerating the development of the OPV field.

• BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology - EMNLP'23, 2023. [All Versions]. [Project (⭐25)]. This paper presents an automatic evaluation framework for the task of planning experimental protocols, and introduces BioProt: a dataset of biology protocols with corresponding pseudocode representations.

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