Awesome List Updates on Mar 31 - Apr 06, 2025
35 awesome lists updated this week.
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1. Awesome Algorand
Official Resources
- Algorand - Official website.
- Algorand Developer Portal - Official Algorand developer portal.
AlgoKit
- algokit-cli (⭐186) - The Algorand AlgoKit CLI is the one-stop shop tool for developers building on the Algorand network.
- algokit-lora - Lora is a powerful visual tool designed to streamline the Algorand local development experience. It acts as both a network explorer and a tool for building and testing your Algorand applications.
- AlgoKit Docs - Official Algorand AlgoKit documentation.
- algokit-utils-py (⭐15) - Algorand AlgoKit Utils for Python.
- algokit-utils-ts (⭐23) - Algorand AlgoKit Utils for TypeScript.
- algokit-client-generator-py (⭐3) - Algorand AlgoKit Typed Client Generator for Python.
- algokit-client-generator-ts (⭐4) - Algorand AlgoKit Typed Client Generator for TypeScript.
- puya (⭐95) - An official Python to TEAL compiler that allows you to write code to execute on the Algorand Virtual Machine (AVM) with Python syntax.
- puya-ts (⭐12) - An official TypeScript to TEAL compiler frontend, leveraging the core puya compiler, allows you to write code to execute on the Algorand Virtual Machine (AVM) with TypeScript syntax.
- algorand-python-testing (⭐9) - A Python library for unit testing Algorand Python smart contracts without the need to interact with the Algorand blockchain.
- algorand-typescript-testing (⭐3) - A TypeScript library for unit testing Algorand smart contracts without the need to interact with the Algorand blockchain.
- algokit-avm-vscode-debugger (⭐12) - A VSCode extension for line-by-line debugging Algorand Python, Algorand Typescript, TealScript and raw TEAL smart contracts running on the Algorand Virtual Machine (AVM).
AlgoKit Templates
- algokit-python-template (⭐7) - Official AlgoKit's Algorand Python template provides a production-ready baseline for developing and deploying smart contracts in Python.
- algokit-typescript-template (⭐4) - Official AlgoKit's Algorand TypeScript template provides a production-ready baseline for developing and deploying smart contracts in TypeScript.
- algokit-react-frontend-template (⭐4) - Official AlgoKit React frontend template provides a production-ready baseline for developing and deploying React frontend applications with Algorand dependencies integrated. Also serves as a reference for template builders on implementing standalone algokit frontend templates.
- algokit-fullstack-template (⭐7) - Official AlgoKit fullstack template provides a production-ready baseline for developing and deploying fullstack applications with Algorand dependencies integrated. Also serves as a reference for template builders on how to combine standalone algokit templates under one full stack template project.
Projects
- arc3.xyz (⭐21) - Dapp that can be used to mint ARC3 compliant NFTs.
- Auction Demo (⭐57) - On-chain NFT auction using smart contracts.
- Algorand Session Wallet (⭐16) - Session wallet to allow persisted wallet connections across multiple wallets.
- AlgoWorld-Contracts (⭐30) - Collection of all smart contracts used by AlgoWorld, written in PyTeal.
- AlgoWorld-Swapper (⭐22) - Free and trustless ASA swapper, powered by Algorand Smart Signatures.
- WalletConnect Example DApp (⭐23) - Algorand WalletConnect demo.
- TinyBar App (⭐12) - A tiny macOS menu bar app for tracking ASA prices from TinyMan.
- algonim (⭐26) - First Algorand mini-puzzle-game. Written in Python+PyTEAL by @cusma.
- algorealm (⭐18) - Claim the Crown and the Sceptre of Algorand Realm! Written in Python+PyTEAL by @cusma.
- algorealm-ui (⭐3) - A web CLI Emulator version of algorealm cli game by @aorumbayev.
- minter (⭐11) - Bulk mint Algorand NFTs following the ARC-69 community standard. Written in Node.js by @fish.exe.
- algovanity - Algorand Vanity Address Generator from Ripe (⭐16).
- galvanity (⭐10) - Galvanity is Algorand vanity address generator written in Go.
- genpyteal (⭐9) - Generate PyTeal from (mostly) normal Python.
- AgorHash (⭐3) - Public, permissionless, decentralized and uncensorable free speech protocol.
- QRCode Generator (⭐21) - Uinversal QRCode generator module for Algorand ARC-26 URIs.
- algofractals (⭐2) - Mint randomly generated mandelbrot fractals with embedded ARC69 tags. (Archived on Dec 31, 2023)
- algorewards - Free and unofficial Algorand governance reward calculator. Hosted on GitHub Pages.
- Pipeline-UI (⭐30) - A React.js based component library for rapid deployment of Algorand Dapps.
- STOI - Song ownership gone decentralized via microDAOs.
- AlgoTables - A suite of tools designed to aid everyday hodlers of ALGO who participate in the Algorand ecosystem.
- AlgoPing (⭐6) - A tiny cron job that issues a tweet if public Algorand Nodes (AlgoExplorer, AlgoNode and etc) are not healthy.
- directorydotalgo - Algorand's unofficial ecosystem directory of projects.
- staketaxcsv (⭐270) - Python backend for stake.tax that generates taxable transactions CSVs for Algorand and other blockchains.
- Automated Prediction Market Maker on Algorand (⭐17) - backend repository with project hosted at algoAMM.com.
- AlgoDepo (⭐6) - Single Deposit App Algorand.
- AlgoDeposit (⭐5) - AMM Pool App Algorand.
AlgoKit Community Templates
- algokit-subtopia-template (⭐5) - Algokit community template for quick starting a dapp frontend project interacting with Subtopia platform.
Smart Contract Development / Languages & Compilers
- pyteal (⭐292) - Algorand Smart Contracts in Python.
- reach - A domain-specific language for building cross chain decentralized applications (DApps).
- aqua-compiler (⭐2) - An expressive high level language for the Algorand block chain that compiles to TEAL code.
- algoml (⭐24) - A domain-specific language for specifying Algorand smart contracts, which compiles into TEAL scripts.
- tealang (⭐37) - A high level language for Algorand ASC1 and TEAL.
- tealish - Tealish is a readable language for the Algorand Virtual Machine. It enables developers to write TEAL in a procedural style optimized for readability.
- TEALScript (⭐53) - Enables Algorand smart contract development with native TypeScript syntax, tooling, and IDE support.
Smart Contract Development / Frameworks & Utilities
- beaker (⭐97) - A tool for smart contract development on the Algorand blockchain. Inspired by
flask.
- pyteal-utils (⭐29) - PyTEAL utilities library.
- avm-semantics (⭐15) - Algorand Virtual Machine and TEAL Semantics in K framework. Aids with testing and formal verification of smart contracts.
- d-asa (⭐3) - Debt Algorand Standard Application providing reference implementations and interfaces for tokenizing debt instruments (bonds, loans, commercial papers) that conform to ACTUS standards.
CLI / Frameworks & Utilities
- AlgoRun (⭐29) - Simple CLI utility for setting up and starting Algorand MainNet participation node.
Testing & Debugging / Visual Studio
- graviton (⭐18) - Algorand's TEAL blackbox testing toolkit.
- tealer (⭐63) - Static TEAL analyser with a set of vulnerability detectors for quick contracts reviews.
- irulan - Web app for deploying + testing smart contracts (open source! + PRs welcome (⭐4)).
- algojig (⭐18) - A tool for testing Algorand smart contracts.
- tealinspector (⭐14) - Quick and easy TEAL code debugging by Hipo labs.
Wallet Providers / Visual Studio
- Pera Wallet - Secure, open source and community driven wallet for both mobile and desktop devices. Maintained by the team behind official Algorand Wallet.
- Method Wallet - Algorand Wallet you'll love.
- Defly Wallet - Defly is an Algorand wallet with great suit of integrated DeFi features.
- Exodus - Exodus is a multi-cryptocurrency wallet that supports Algorand.
- A-Wallet - AWallet is an open source, HTML only, corporate friendly, and secure Algorand wallet.
- Liquid Auth (⭐25) - Liquid Auth is a self-hosted authentication service that provides a simple way to associate Passkeys to KeyPair(s) commonly found in cryptocurrencies. In addition to authentication, Liquid Auth provides a Peer to Peer signaling service. Not only can you authenticate users, but you can also establish secure connections between them.
Blockchain Explorers / Visual Studio
- Allo - Allo is a blockchain explorer for all of Algorand created by Nodely.
- NFTExplorer - Algorand Standard Asset (ASA) explorer built by @TomassoAE and JoshLmao.
- Pera Explorer - Algorand Accounts, Standard Asset (ASA) explorer built by Pera Wallet
- Algorand Ballet - Algorand accounts' 2D graphs.
- Algorand Multiverse - Algorand accounts' 3D graphs.
- Asalytic - Analyze the Algorand NFT space.
- AlgoSurf - Algorand Network Explorer (supports LocalNet in
localhost).
- Bitquery - Actionable, insightful blockchain GraphQL APIs for more than 30 blockchains. One of the highlighted features is the ability to query a list of Algorand block proposers.
Portfolio Trackers / Visual Studio
- CompX - Track or search assets, rewards, yield farming, transactions, and NFTs on the Algorand blockchain anywhere and anytime. Formerly Algogator.Finance.
- ASA Stats - One-stop portfolio tracker used to summarize Algorand asset valuations from up to five wallet addresses.
Name Services / Visual Studio
- NFDomains - Algorand name service and marketplace for Non-Fungible Domains (NFDs) — unique, readable aliases for wallet addresses.
Blockchain Bridges / Visual Studio
- Algomint - Centralized BTC and ETH bridge to Algorand.
- XP.network - Centralized cross-chain NFT bridge.
- ptokens - pNetwork Officially Launched Cross-Chain Bridges for Algorand.
- Messina - The ALGO — ETH two-way Messina.one's Bridge will open the doors for interoperability between Ethereum and ERC-20 tokens with Algorand.
Oracles / Visual Studio
- Gora - Decentralized oracle networks that connect the Algorand blockchain with the real world.
Security Auditing Services / Visual Studio
- Tenset Security (⭐3) - Comprising a team of Web3 Security Researchers, Tenset Security is dedicated to leaving no stone unturned in their pursuit of security excellence. They have a proven track record of success in discovering high-severity vulnerabilities specifically within Algorand projects, emphasizing their expertise and commitment to the Algorand ecosystem.
Metrics and Analytics Services / Visual Studio
- Algorand MainNet metrics - Dashboard that measures the current scale, security, decentralization, and adoption of the open-source Algorand protocol.
- Metrika - Algorand network performance and account monitor.
- Allo Metrics - Algorand MainNet in numbers.
DeFi Platforms / Visual Studio
- Tinyman - A decentralized trading protocol, AMM and platform.
- Pact - Decentralised Automated Market Maker (AMM) built on the Algorand protocol.
- Lofty.ai - Tokenized real estate investing platform.
- Folks.finance - Decentralized capital markets protocol.
- C3 - Cross-margin cross-collateralization clearing engine protocol.
- Cometa.farm - Decentralized liquidity-as-a-service.
- aramid.finance - A Decentralized Cross-Chain Protocol supporitng Algorand, Polygon, Ethereum and other EVM chains.
- stabilitas.finance - Stable and secure digital assets for various purposes such as purchases, remittances and as a store of value.
- vestige.fi - A decentralized ecosystem of tools primary used as a tool to track and trend Algorand Standard Assets and Liquidity Pools across the ecosystem. The platform also provides a decentralized swap and a launchpad platform.
NFT Marketplaces / Visual Studio
- Rand Gallery - Algorand Standard Asset (ASA) explorer and marketplace developed by Chris Antaki.
- AlgoGems - Algorand Standard Asset (ASA) markeplace and trading platform for NFT collectors.
- AlgoMart (⭐184) - Opensource NFT marketplace whitelabel solution.
- ALGOxNFT - NFT gallery and marketplace.
- Dartroom - Decentralized NFT explorer, minting and trading.
- Alchemon - Monster-collecting NFT card game.
- Musa - Music, Art & Fashion NFT gallery and marketplace.
- Flatter - NFT art and collectible marketplace.
Subscription Management / Visual Studio
- Subtopia - Decentralized subscription management platform for dApp creators and platform on Algorand. Manage and own your subscription infrastructure, setup flexible plans, discounts and get paid in Algo or any ASA token. Created by @aorumbayev.
Algorand Request for Comments / Visual Studio
- ARC3 (⭐133) - Official Algorand Standard Asset Parameters Conventions for Fungible and Non-Fungible Tokens.
- ARC4 (⭐133) - Application Binary Interface.
- ARC32 (⭐133) - Application Specification.
- ARC56 (⭐133) - Extended and improved Application Specification.
- ARC69 (⭐133) - One of several Algorand Standard Asset Parameters Conventions.
2. Awesome Docker
Monitoring
- Checkmate (⭐6.1k) - Checkmate is an open-source, self-hosted tool designed to track and monitor server hardware, uptime, response times, and incidents in real-time with beautiful visualizations.
3. Awesome Cl
Miscellaneous
- claw-raylib (⭐63) (2023) - Fully auto-generated Common Lisp bindings to Raylib and Raygui using claw and cffi-object. Apache 2.0.
- trivial-gamekit – With this small framework you would be able to make simple 2D games: draw basic geometric forms, images and text, play sounds and listen to mouse and keyboard input. MIT.
4. Awesome Gnome
System and Customization
- Bustle - D-Bus activity viewer that draws diagram sequences.

5. Awesome Lidar
Libraries
- LAStools - C++ library and command-line tools for pointcloud processing and data compressing.
6. Awesome Dotnet
Authentication and Authorization
- ASP.NET Core Identity (⭐37k) - New membership system for ASP.NET applications
Compilers, Transpilers and Languages
- FSharp (⭐4.1k) - The F# compiler and tools
- Iron python (⭐2.7k) - A python 3 implementation that is integrated with the dot net framework.
Database Drivers
- ServiceStack Redis (⭐5.5k) - .NET's leading C# Redis client
- StackExchange Redis (⭐5.5k) - General purpose Redis client from StackExchange
E-Commerce and Payments
- ServiceStack.Stripe (⭐5.5k) - Typed .NET clients for stripe.com REST APIs
Environment Management
- Dotnet CLI (⭐2.9k) - The cross-platform .NET Core command-line toolchain utility.
Game
- Friflo.Engine.ECS (⭐356) - High-performance C# ECS with simple API. Supports .NET, WASM/WebAssembly, Native AOT, Unity, Godot, MonoGame, ...
Git Tools
- Git Credential Manager (⭐7.8k) - Helps solving issues of credentials
Graphics
- Helix Toolkit (⭐2.1k) - Helix Toolkit is a collection of 3D components for .NET
- Silk.NET (⭐4.6k) - A cross-platform, high-performance, low-level .NET Standard wrapper for many advanced APIs such as OpenGL, OpenCL, OpenAL, OpenXR, Assimp, GLFW, as well as many others. In addition to wrapping over Native APIs, it also comes with its own Windowing and Input abstraction. This makes game and application development with Silk.NET a breeze, and has pretty much everything a 3D application developer would need.
Image Processing / GUI - other
- SimpleITK - A simplified path to Insight. Open-source multi-dimensional image analysis in Python, R, Java, C#, Lua, Ruby, TCL and C++. Developed by the Insight Toolkit community for the biomedical sciences and beyond.
Install tools / GUI - other
- Wix Toolset (⭐752) - The most powerful set of tools available to create your Windows installation experience
Logging / GUI - other
- Rollbar.NET (⭐65) - Simplifies real-time remote error monitoring while using Rollbar.com. Open-source Rollbar Notifier SDK for any .NET-based technology stack. The SDK that can be used in any application built on the following .NET versions: .NET Core 2.0+, .NET Standard 2.0+, .NET Full Framework 4.5.1+, Mono, Xamarin, and, in general, any implementation of the .NET Standard 2.0+. It simplifies building data payloads based on exception data, tracing data, informational messages, and telemetry data and sends the payloads to the Rollbar API for remote monitoring and analysis of the hosting application's behavior. [Connects to Proprietary Service] [Free Tier]
MVVM / GUI - other
- Catel (⭐892) - Catel is an application development platform with the focus on MVVM (WPF, Silverlight, Windows Phone and WinRT) and MVC (ASP.NET MVC). The core of Catel contains an IoC container, models, validation, memento, message mediator, argument checking, etc.
Office / GUI - other
- EPPlus (⭐1.9k) - EPPlus is a .NET library that reads and writes Excel 2007/2010 files using the Open Office XML format (xlsx). [Source Available] [Free Tier]
ORM / GUI - other
- Dapper (⭐18k) - A simple object mapper for .NET by StackExchange
- ServiceStack.OrmLite (⭐5.5k) - Light, simple and fast convention-based POCO ORM [Free for OSS (⭐5.5k)] [$]
PDF / GUI - other
- IText (⭐1.8k) - iText is a PDF library that allows you to CREATE, ADAPT, INSPECT and MAINTAIN documents in the Portable Document Format (PDF)[$] [Free for OSS]
- QuestPDF - QuestPDF is a modern and battle-tested library that can help you with generating PDF documents by offering friendly, discoverable and predictable C# fluent API. [Source Available] [Free for OSS]
Serialization / GUI - other
- [ServiceStack.Text]https://github.com/ServiceStack/ServiceStack/tree/main/ServiceStack.Text (⭐5.5k)) - JSON, JSV and CSV Text Serializers used in servicestack.net
Testing / GUI - other
- Fluent Assertions (⭐3.8k) - A set of .NET extension methods that allow you to more naturally specify the expected outcome of a TDD or BDD-style test [Source Available] [Free for OSS]
- Moq (⭐6.2k) - The most popular and friendly mocking framework for .NET
Tools / GUI - other
- Fiddler - The free web debugging proxy for any browser, system or platform [Proprietary] [$] [Free Trial available]
- CatLight - Build status notifications for TFS/Jenkins/Travis/Appveyor. Cross-platform desktop app based on .NET Core and Electron. [Free version available][Proprietary]
Web Frameworks / GUI - other
- ASP.NET [Core] - ASP.NET is a free web framework for building great web sites and applications
7. Awesome Machine Learning
Tools / Misc
- Fiddler AI - The all-in-one AI Observability and Security platform for responsible AI. It provides monitoring, analytics, and centralized controls to operationalize ML, GenAI, and LLM applications with trust. Fiddler helps enterprises scale LLM and ML deployments to deliver high performance AI, reduce costs, and be responsible in governance.
Books / Misc
- Machine Learning Books for Beginners - This blog provides a curated list of introductory books to help aspiring ML professionals to grasp foundational machine learning concepts and techniques.
8. Awesome Nix
Deployment Tools / Discovery
- Clan - A peer-to-peer deployment tool with inbuilt support for secrets and a module system to manage distributed networks.
9. Awesome Product Management
Product Development & Process / Tability
Product Strategy & Planning / Tability
- Guide to building a product roadmap - By Hellonext, Inc.
- Deadlines - By Brandon Chu.
- Good Strategy, Bad Strategy - By Richard Rumelt.
- Crossing The Chasm - By Geoffrey A. Moore.
Team Collaboration & Leadership / Tability
Product Metrics & Analytics / Tability
Career Development & Skills / Tability
- Getting to the Product Manager interview stage - By Glenn Gillen.
Growth & Marketing / Tability
Product Management Fundamentals / Tability
- Escaping The Build Trap - By Melissa Perri.
Communities / Tability
- Women in Product (using Facebook)
- Product School (using Slack)
- The Product Coalition (using Slack)
- Product Collective (using Slack)
Conferences / Tability
- Industry - Over 3 days, attendees will learn from renowned product leaders and share the latest methods, tools, and frameworks that they use to build, launch and scale world-class software products. Building world-class software products is hard. At INDUSTRY you will see how others manage product in different environments, from fast-paced startups to complex large enterprises.
- ProductCon - Organized by Product School, ProductCon takes place five times a year with events in San Francisco, Los Angeles, New York, Seattle and London. The speaker lineup features product leaders from Google, Slack, Amazon, Airbnb, Netflix, Facebook and more. You’ll learn best practices behind the most successful products, and new trends in AI, VR, IoT and Blockchain. You’ll also have the opportunity to interact with all our sponsor companies interested in recruiting PMs.
- La Product Conf - Organized by Thiga, La Product Conf (LPC) takes place once a year with events in Paris (France) and Madrid (Spain). The speaker lineup features product leaders from Pinterest, Carrefour, Payfit, Google, Meetic and more.
Additional resources / Tability
- Stratechery by Ben Thompson - Product and strategy insights from the industry.
- Mobbin - Hand-picked collection of mobile app design patterns.
- Marketing for Engineers (⭐13k) - A handy guide on growing marketing skills for folks with engineering backgrounds.
10. Awesome Ebpf
Reference Documentation / Other
11. Awesome Bitcoin
Blockchain API and Web services
- Maestro - A high-performance Bitcoin RPC and UTXO indexer API that powers applications with real-time blockchain data, mempool monitoring, and event notifications.
12. Awesome Integration
Projects / BRE
- NxBRE (⭐132) (⭐132) - Specialized .NET open-source rule engine offering efficient rule processing tailored for Microsoft environments.
Resources / Protocols
- OpenMessaging (⭐290) (⭐290) - A cloud native, vendor-neutral open specification for distributed messaging.
13. Awesome Selfhosted
Software / Customer Relationship Management (CRM)
- EspoCRM - CRM with a frontend designed as a single page application, and a REST API. (Demo, Source Code (⭐2.3k))
AGPL-3.0PHP
- Krayin - CRM solution for SMEs and Enterprises for complete customer lifecycle management. (Demo, Source Code (⭐16k))
MITPHP
- Monica - Personal relationship manager, and a new kind of CRM to organize interactions with your friends and family. (Source Code (⭐23k))
AGPL-3.0PHP/Docker
- SuiteCRM - The award-winning, enterprise-class open source CRM. (Source Code (⭐4.9k))
AGPL-3.0PHP
- Twenty - A modern CRM offering the flexibility of open source, advanced features, and a sleek design. (Source Code (⭐34k))
AGPL-3.0Docker
Software / Miscellaneous
- Speedtest Tracker - Monitor the performance and uptime of your internet connection. (Source Code (⭐4k))
MITDocker/K8S
Software / Proxy
- txtdot - A HTTP proxy that parses only text, links and pictures from pages reducing internet bandwidth usage, removing ads and heavy scripts. (Demo, Source Code (⭐186))
MITNodejs/Docker
Software / Resource Planning
- Dolibarr - Modern CRM software package to manage your company or foundation activity (contacts, suppliers, invoices, orders, stocks, agenda, accounting, ...). (Demo, Source Code (⭐6.3k))
GPL-3.0PHP/deb
14. Awesome Ironsworn
Adventure starters and scenarios / Ironsworn
- Cargoth: Ruinous Edition - A lost city, a great power, riches to be made and an ancient curse. Cargoth has many perils and opportunities for an enterprising Ironsworn traveller
- Hadley's Beast - Take on the role of investigator and monster hunter as the village of Hadley's Grove is beset by a terrible horror
15. Awesome Broadcasting
Animation, Graphics & Video Playout
- SPX - Graphics Controller (⭐363) - Graphics control client for live video productions and live streams.
16. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- jj (⭐3) - Add support for jujitsu (⭐17k) VCS.
- sshpky (⭐0) - Auto updates git-repositories in the
$ZSH_CUSTOMfolder.
- tempit (⭐0) - Helps you create, manage, and navigate temporary directories with ease. It provides a persistent tracking system so your temporary directories won't get lost.
17. Awesome European Tech
Index / Uptime Monitoring
- Phare.io 🇸🇮
- Monibot.io 🇩🇪
Index / VPN
- Unlocator VPN 🇩🇰 - Fast and secure VPN with ultimate streaming freedom.
18. Awesome Cpp
Miscellaneous
- AsmJit (⭐4.2k) - Low-latency machine code generation. [Zlib] website
- SLJIT (⭐951) - Platform independent low-level JIT compiler. [BSD] website
19. Awesome Generative Deep Art
Critical Views about Generative AI
Image Segmentation / Deforum
- Keyla.AI: Create video ads in minutes
20. Awesome Polars
Polars plugins / Geographical / Spatial
- polars-st (⭐105) - Polars plugin that provides geographical/spatial operations on Polars DataFrames, Series, and Expressions by @Oreilles.
Polars plugins / Validation
- polars-validator (⭐15) - Polars plugin that makes Polars DataFrames generics by @baggiponte.
Polars plugins / String parsing
- polars-url (⭐6) - Polars plugin to parse/extract fields from urls by @condekind.
- polars_iptools (⭐21) - Polars plugin for IP address parsing and enrichment including geolocation by @erichutchins.
Polars plugins / Text similarity / Fuzzy Matching
- polars-distance (⭐76) - Polars plugin for text similarity/pairwise distance functions by @ion-elgreco.
- polars_sim (⭐13) - Polars plugin that implements fast approximate joins on string columns for polars dataframes by @schemaitat.
Polars plugins / Time series / Datetime
- polars-xdt (⭐211) - Polars plugin with extra-datetime-related functionalities by @MarcoGorelli.
Polars plugins / Machine Learning & Data Science
- polars-ml (⭐13) - Polars plugin for machine learning by @barak1412.
- polars-candle (⭐25) - Polars plugin for running candle (⭐18k) ML models on Polars DataFrames by @wdoppenberg.
Polars plugins / Mathematical & Statistical Functions
- polars_ols (⭐166) - Polars plugin that enables fast linear model Polar expressions by @azmyrajab.
- polars-pairing (⭐12) - Polars plugin that provides pairing functions that encode two natural numbers into a single natural number by @apcamargo.
Polars plugins / General utilities / Performance
- polars-utils (⭐13) - Collection of utilities for data exploration and analysis with Polars DataFrames by @junghoon-son.
- harley (⭐9) - Polars helper methods to enhance developer productivity by @TomBurdge.
- polars-config-meta (⭐9) - Polars plugin for persistent DataFrame-level metadata by @lmmx.
- polars_streaming_csv_decompression (⭐17) Polars IO plugin for reading compressed CSV/TSV files in a streaming fashion by @ghuls.
Polars plugins / Miscellaneous
- polars-finance (⭐46) - A collection of Python Polars plugins and functions for market data processing by @ngriffiths13.
- polars_encryption (⭐8) - Polars plugin that extends Polars with encryption algorithm AES-GSM-SIV by @zlobendog.
- polars-bio (⭐69) - Polars plugin for large-scale genomic analyses which is easy to use and considerable faster and more scalabe than existing alternatives by @biodatageeks.
Tutorials & workshops / Miscellaneous
- Polars plugins tutorial - How you (yes, you!) can write a Polars Plugin by @MarcoGorelli.
21. Awesome Pcaptools
Traffic Analysis/Inspection
- packemon (⭐224): Packet monster (っ‘-’)╮=͟͟͞͞◒ ヽ( '-'ヽ) TUI tool for sending packets of arbitrary input and monitoring packets on any network interfaces (default: eth0).
22. Free for Dev
APIs, Data, and ML
- UniRateAPI – Real-time exchange rates for 590+ currencies and crypto. Unlimited API calls on the free plan, perfect for developers and finance apps.
Storage and Media Processing
- QRME.SH - Fast, beautiful bulk QR code generator – no login, no watermark, no ads. Up to 100 URLs per bulk export.
23. Awesome Translations
Tools / Libraries and tools for developers
- ʻŌlelo Honua - Rapidly internationalize your website using LLMs & novel translate->critique->repair approach.
24. Awesome Vue
Components & Libraries / UI Components
- Vue Markdown (⭐4) - The vue component for render Markdown string, supports custom rendering of specific node types and better adapts to AI Chat Stream.
25. Awesome Firebase Genkit
Plugins / JavaScript - Community
- Vector Store Plugins
genkitx-convex- Plugin for Convex Vector Stores.genkitx-hnsw- Plugin for HNSW Vector Stores.genkitx-qdrant- Plugin for Qdrant Vector Stores.genkitx-astra-db- Plugin for AstraDB Vector Stores.genkitx-pgvector- Plugin for PostgeSQL (PGVector) Vector Stores.genkitx-tidb- Plugin for TiDB Vector Stores.genkitx-redis- Plugin for Redis Vector Stores.genkitx-voiceflow- Plugin for Voiceflow KB.
26. Awesome Postgres
Contents / GUI
- Luna Modeler - Cross-platform desktop data modeling tool (Commercial Software).
27. Awesome Micropython
AI
- mp_esp_dl_models (⭐6) - MicroPython binding for the ESP DL vision models like face detection.
28. Awesome Quantified Self
Applications and Platforms / Wealth
- Just Simple Finance - An easy-to-use personal finance app (iOS and Android).
29. Awesome Rust
Applications
- vproxy (⭐236) - A high-performance HTTP/HTTPS/SOCKS5 proxy server
Applications / Finance
- tackler (⭐93) [tackler] - Fast, reliable bookkeeping engine with native GIT SCM support for plain text accounting
Applications / System tools
- lsd (⭐15k) - An ls with a lot of pretty colors and awesome icons
Development tools / Web Servers
- dotenv-linter (⭐1.9k) - Linter for
.envfiles
30. Awesome Agi Cocosci
Concepts / AI Concept Representation
- Metabolic activity organizes olfactory representations - eLife, 2023. [All Versions]. [Code & Data (⭐28)]. Odorous compounds with similar POM representations are more likely to co-occur within a substance and be metabolically closely related; metabolic reaction sequences also follow smooth paths in POM despite large jumps in molecular structure.
- A Review of Tactile Information: Perception and Action Through Touch - IEEE Transactions on Robotics, 2020. [All Versions]. [Preprint]. Tactile sensing is a key sensor modality for robots interacting with their surroundings. These sensors provide a rich and diverse set of data signals that contain detailed information collected from contacts between the robot and its environment. The data are however not limited to individual contacts and can be used to extract a wide range of information about the objects in the environment as well as the actions of the robot during the interactions. This article provides an overview of tactile information and its applications in robotics. The authors present a hierarchy consisting of raw, contact, object, and action levels to structure the tactile information, with higher-level information often building upon lower-level information. The authors discuss different types of information that can be extracted at each level of the hierarchy. The article also includes an overview of different types of robot applications and the types of tactile information that they employ. Finally the article ends with a discussion for future tactile applications which are still beyond the current capabilities of robots.
- ImageBind: One Embedding Space To Bind Them All - CVPR'23, 2023. [All Versions]. [Project (⭐8.7k)]. This work presents ImageBind, an approach to learn a joint embedding across six different modalities - images, text, audio, depth, thermal, and IMU data. The authors show that all combinations of paired data are not necessary to train such a joint embedding, and only image-paired data is sufficient to bind the modalities together. ImageBind can leverage recent large scale vision-language models, and extends their zero-shot capabilities to new modalities just by using their natural pairing with images. It enables novel emergent applications 'out-of-the-box' including cross-modal retrieval, composing modalities with arithmetic, cross-modal detection and generation. The emergent capabilities improve with the strength of the image encoder and this work sets a new state-of-the-art on emergent zero-shot recognition tasks across modalities, outperforming specialist supervised models. Finally, the authors show strong few-shot recognition results outperforming prior work, and that ImageBind serves as a new way to evaluate vision models for visual and non-visual tasks.
- From task structures to world models: what do LLMs know? - Trends in Cognitive Sciences, 2024. [All Versions]. [Preprint]. In what sense does a large language model (LLM) have knowledge? The authors answer by granting LLMs ‘instrumental knowledge’: knowledge gained by using next-word generation as an instrument. The authors then ask how instrumental knowledge is related to the ordinary, ‘worldly knowledge’ exhibited by humans, and explore this question in terms of the degree to which instrumental knowledge can be said to incorporate the structured world models of cognitive science. The authors discuss ways LLMs could recover degrees of worldly knowledge and suggest that such recovery will be governed by an implicit, resource-rational tradeoff between world models and tasks. The authors' answer to this question extends beyond the capabilities of a particular AI system and challenges assumptions about the nature of knowledge and intelligence.
Complexity & Information Theory / Theory
- On the Complexity of Bayesian Generalization - ICML'23, 2023. [All Versions]. [Project (⭐8)]. [Models]. This work examines concept generalization at a large scale in the natural visual spectrum. Established computational modes (i.e., rule-based or similarity-based) are primarily studied isolated, focusing on confined and abstract problem spaces. This work studies these two modes when the problem space scales up and when the complexity of concepts becomes diverse. At the representational level, the authors investigate how the complexity varies when a visual concept is mapped to the representation space. Prior literature has shown that two types of complexities build an inverted-U relation. Leveraging Representativeness of Attribute (RoA), the authors computationally confirm: Models use attributes with high RoA to describe visual concepts, and the description length falls in an inverted-U relation with the increment in visual complexity. At the computational level, the authors examine how the complexity of representation affects the shift between the rule- and similarity-based generalization. The authors hypothesize that category-conditioned visual modeling estimates the co-occurrence frequency between visual and categorical attributes, thus potentially serving as the prior for the natural visual world. Experimental results show that representations with relatively high subjective complexity outperform those with relatively low subjective complexity in rule-based generalization, while the trend is the opposite in similarity-based generalization.
31. Awesome Neovim
Web Development / Diagnostics
- BibekBhusal0/nvim-shadcn (⭐8) - Easily add Shadcn UI components with telescope.
Marks / Diagnostics
- mohseenrm/marko.nvim (⭐5) - Behind the scenes, global marks management for different projects.
Search / Diagnostics
- prochri/telescope-all-recent.nvim (⭐147) - Frequency and recency sorter for any Telescope picker.
Utility / Diagnostics
- BibekBhusal0/bufstack.nvim (⭐2) - Track recently visited buffers and reopen recently closed buffers.
Git / Diagnostics
- yutkat/git-rebase-auto-diff.nvim (⭐25) - Show diff automatically when Git rebase.
32. Static Analysis
Programming Languages / Other
- Churn (⭐410) ⚠️ — A Project to give the churn file, class, and method for a project for a given checkin. Over time the tool adds up the history of churns to give the number of times a file, class, or method is changing during the life of a project.
Multiple languages / Other
- ast-grep — ast-grep is a powerful tool designed for managing code at scale using Abstract Syntax Trees (AST). Think of it as a hybrid of grep, eslint, and codemod, with the ability to search, lint, and rewrite code based on its structure rather than plain text. It supports multiple languages and is designed to be extensible, allowing you to register custom languages.
Other / Other
- kube-hunter ⚠️ — Hunt for security weaknesses in Kubernetes clusters.
33. Awesome Mac
Utilities / Productivity
- Focus Firewall - A minimalist focus app to block social media and other distractions during work.
- Magic Switch - Switch your Magic Keyboard, Magic Mouse and Magic Trackpad between multiple Macs with different Apple IDs.
34. Awesome Go
Go Compilers
- bunster (⭐2.4k) - Compile shell scripts to Go.
Logging
- sentry-go (⭐974) - Sentry SDK for Go. Helps monitor and track errors with real-time alerts and performance monitoring.
Web Frameworks
- Ronykit (⭐34) - Web framework with pluggable architecture and very performant.
Go Tools / Libraries for creating HTTP middlewares
- go-template-playground - An interactive environment to create and test Go templates.
35. Awesome Terraform
Tutorials and Blog Posts / Beginner Guides
- Complete Terraform Course in French (Free) – A comprehensive and free course in French to master Terraform, from beginner to advanced usage, with hands-on examples and best practices.
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