Awesome List Updates on Jan 31, 2025

39 awesome lists updated today.

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1. Awesome Polars

Libraries/Packages/Scripts / Polars plugins

• polars-ts (⭐21) - Polars Time Series Extension that offers a wide range of metrics, feature extractors, and various tools for time series forecasting by @drumtorben.

Resources / Blog posts

• Tutorials about Polars - A list of blog posts on Polars topics by @sparkbyexamples.

• How to Deal With Missing Data in Polars - A post that covers practical techniques for managing missing data with Polars by Ian Eyre.

• Polars intro A short demo that introduces the Polars dataframe library through a marimo notebook by @rparkr.

• Build a Decision Tree in Polars from Scratch - A post that explains how to build a decision tree with Polars by @tocab. Code used is available on Github here (⭐3).

2. Awesome Langchain

Tools / Services

• LangFair (⭐151): LangFair is a Python library for conducting use-case-specific LLM bias and fairness assessments

3. Awesome Agi Cocosci

Bayesian Modeling / Generative Model

• Object Perception as Bayesian Inference - Annual Review of Psychology, 2004. [All Versions]. [Preprint]. We perceive the shapes and material properties of objects quickly and reliably despite the complexity and objective ambiguities of natural images. Typical images are highly complex because they consist of many objects embedded in background clutter. Moreover, the image features of an object are extremely variable and ambiguous owing to the effects of projection, occlusion, background clutter, and illumination. The very success of everyday vision implies neural mechanisms, yet to be understood, that discount irrelevant information and organize ambiguous or noisy local image features into objects and surfaces. Recent work in Bayesian theories of visual perception has shown how complexity may be managed and ambiguity resolved through the task-dependent, probabilistic integration of prior object knowledge with image features.

4. Awesome Osint

DNS / Steam

• Columbus Project (⭐29) - Columbus Project is an advanced subdomain discovery service with fast, powerful and easy to use API.

5. Awesome Talks

Software Development

• 5 WTFs in 6 LOCs by Dorothy Wingrove (Brighton Ruby 2016) [05:11]

Methodologies

• Extreme Product Development by Peter Hilton [47:53]

6. Awesome Privacy

Pastebin and Secret Sharing

• crypt.fyi - Ephemeral zero-knowledge sensitive data sharing platform with web, cli, and chrome-extension clients

7. Awesome Embedded Rust

Peripheral Access Crates / Raspberry Pi Silicon

• rp235x-pac - Peripheral access API for the RP2350 family of dual-core microcontrollers -

HAL implementation crates / Raspberry Pi Silicon

• rp235x-hal - HAL for the RP2350 family of dual-core microcontrollers (used in the Raspberry Pi Pico 2 etc.) -

Board support crates / Adafruit

• adafruit-feather-rp2040 - Board Support Crate for the Adafruit Feather RP2040

• adafruit-itsy-bitsy-rp2040 - Board Support Crate for the Adafruit ItsyBitsy RP2040

• adafruit-kb2040 - Board Support Crate for the Adafruit KB2040

• adafruit-macropad - Board Support Crate for the Adafruit Macropad

• adafruit-qt-py-rp2040 - Board Support Crate for the Adafruit QT Py RP2040

Board support crates / Pimoroni

• pimoroni-pico-explorer - Board Support for the Pimoroni Pico Explorer

• pimoroni-pico-lipo-16mb - Board Support for the Pimoroni Pico Lipo 16MB

Board support crates / Raspberry Pi

• rp-pico - Board Support Crate for the RP2040-based Raspberry Pi Pico.

Board support crates / Sparkfun

• sparkfun-pro-micro-rp2040 - Board Support Crate for the RP2040 based Sparkfun Pro Micro.

8. Awesome Cl

LispWorks / Third-party APIs

• lw-plugins (⭐22) - LispWorks Plugins by April & May. OBSD.
  • terminal integration, code folding, side tree, markdown highlighting, Nerd Fonts, fuzzy-matching, enhanced directory mode, expand region, pair editing, SVG rendering…

9. Awesome Cpp

Miscellaneous

• KOMIHASH (⭐207) - Very fast, high-quality hash function, discrete-incremental and streamed hashing-capable. [MIT]

10. Awesome Elixir

HTTP

• finch (⭐1.3k) - An HTTP client with a focus on performance, built on top of Mint and NimblePool.

11. Awesome Go

Networking

• GoProxy (⭐6.2k) - A library to create a customized HTTP/HTTPS proxy server using Go.

Resource Embedding

• embed - Package embed provides access to files embedded in the running Go program.

Tutorials / Libraries for creating HTTP middlewares

• How to Implement Role-Based Access Control (RBAC) Authorization in Golang - A guide to implementing Role-Based Access Control (RBAC) in Golang, including code examples, covering various methods to secure app endpoints with role-based authorization.

12. Awesome Django

Resources / Podcasts

• Django Brew - A fun, caffeine-powered podcast about the Django web framework by Adam Hill and Sangeeta Jadoonanan!

13. Awesome Python Typing

Tools / Mypy plugins

• pydantic - Plugin for additional Pydantic support.

14. Awesome Integration

Projects / API Management

• Boomi Cloud API Management - A cloud-native API platform that enables you to deploy APIs anywhere and manage them from everywhere.

• Gravitee.io API Management (⭐215) (⭐212) - A flexible, lightweight, and open-source API management solution that provides comprehensive API management capabilities and helps you manage your APIs with ease.

• WSO2 API Manager (⭐875) (⭐873) - A fully open-source API management platform that provides comprehensive API management capabilities and allows you to manage APIs with ease.

Projects / API Design

• OpenAPI Diff (⭐858) (⭐855) - Compare OpenAPI specs with version control and visualize the differences in HTML or Markdown format.

• OpenAPI Style Validator (⭐214) (⭐214) - Ensure that your OpenAPI specs meet your organization's standards with this flexible and customizable style validator.

• Swagger Editor (⭐9k) (⭐9k) - Create, describe, and document your API with ease using this open source editor built specifically for OpenAPI-based APIs.

Projects / API Documentation

• DapperDox (⭐413) (⭐412) - An open-source API documentation generator and server for OpenAPI/Swagger specifications, with customizable documentation, automated updates, and easy sharing.

• OpenAPI Explorer (⭐320) (⭐318) - A tool for generating user interfaces from OpenAPI specifications, making it easier for software engineers to visualize and interact with APIs.

• Zudoku (⭐131) (⭐128) - An open-source, OpenAPI powered, highly customizable API documentation framework for building quality developer experiences.

Projects / API Gateway

• Gloo Edge (⭐49) (⭐39) - An Envoy Proxy-based API Gateway that provides advanced traffic management, security, and observability features for modern microservices architectures.

Projects / API Testing

• Mocking tools
  • Imposter (⭐379) (⭐377) - Mock server for REST APIs, OpenAPI (and Swagger) specifications, SOAP web services (and WSDL files), Salesforce and HBase APIs.
  • Microcks (⭐1.4k) (⭐1.5k) - Open-source Kubernetes-native tool for API mocking and testing, supporting AsyncAPI, OpenAPI, Postman Collections, etc.
  • Mockable - Simple configurable service to mock out RESTful API or SOAP web-services.
  • Mockbin (⭐102) (⭐100) - Easily generate custom endpoints to test HTTP requests, and view the request logs from that API for free.
  • Mockoon (⭐6.7k) (⭐6.8k) - Easy-to-use tool for designing and running mock REST APIs.
  • MockServer (⭐4.6k) (⭐4.7k) - Easy mocking of any system you integrate with via HTTP or HTTPS.
  • Mocky (⭐2k) (⭐2.1k) - Free and unlimited online service for generating custom HTTP responses.
  • Prism (⭐4.4k) (⭐4.4k) - Open-source HTTP mock server that can mimic your API's behavior as if you already built it.
  • WireMock (⭐6.4k) (⭐6.4k) - Mock your APIs for fast, robust, and comprehensive testing.

Projects / Data Mapping Solution

• AltasMap (⭐200) (⭐199) - A web-based data mapping solution that simplifies integration between Java, XML, CSV, and JSON data sources. Its interactive user interface makes configuring integrations easy.

Projects / Messaging

• Apache Qpid (⭐56) (⭐57) - A messaging tool that supports the Advanced Message Queuing Protocol (AMQP) and multiple programming languages and platforms. Offers enterprise-grade messaging capabilities with reliable and efficient message delivery.

• Redpanda (⭐9.9k) (⭐9.9k) - A streaming platform that is Kafka-compatible and does not require Zookeeper or JVM. Offers high-performance and low-latency messaging and supports stream processing and analytics.

Resources / Data Formats

• NDJSON (⭐702) (⭐701) - A standard for delimiting JSON objects in stream protocols. It allows for efficient processing of large JSON datasets and is widely used in big data processing.

• YAML (⭐362) (⭐359) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

Resources / Structure and Validation

• JSON Schema (⭐4k) (⭐4k) - A powerful tool for validating the structure of JSON data. JSON Schema enables developers to ensure that JSON data conforms to a specific structure, making it easier to process and manipulate.

15. Awesome Dotnet

Artificial Intelligence

• LlmTornado (⭐47) - One .NET library to consume OpenAI, Anthropic, Cohere, Google, Azure, Groq, and self-hosed APIs.

Desktop

• Sucrose Wallpaper Engine (⭐609) - Sucrose is a versatile wallpaper engine that brings life to your desktop with a wide range of interactive wallpapers.

Logging

• AutoLoggerMessage (⭐55) - A source generator that automatically migrates all logging calls to high-performant LoggerMessage version.

Tools

• STranslate (⭐2.8k) - STranslate is a ready-to-go translation ocr tool developed with WPF.

16. Awesome Ipfs

Debugging Tools & Learning

• IPFS Check

• Helia Identify

• CID Inspector

• File to UnixFS DAG

• IPLD Explorer

• IPNS Inspector (⭐3)

17. Awesome Mac

Utilities / Productivity

• Launchy - An app launcher and switcher that utilizes a radial menu.

18. Awesome Ios

Analytics

• Embrace - Mobile observability, built on OpenTelemetry, to provide user-focused, reliable apps.

19. Open Source Flutter Apps

Contents / Productivity

• Only Contacts (⭐1) - A contact management app by Ehtiram Ullah.

20. Awesome Ansible

Books

• The Tao of Ansible: Mastering Automation with Simplicity and Grace - A guide to Ansible that emphasizes simplicity, elegance, and the philosophy of automation without complexity.

21. Awesome Web Archiving

Tools & Software / Search & Discovery

• hyphe (⭐336) - A webcrawler built for research uses with a graphical user interface in order to build web corpuses made of lists of web actors and maps of links between them. (Stable)

• PANDORÆ (⭐7) - A desktop research software to be plugged on a Solr endpoint to query, retrieve, normalize and visually explore web archives. (Stable)

Tools & Software / Utilities

• httpreserve.info - Service to return the status of a web page or save it to the Internet Archive. HTTPreserve includes disambiguation of well-known short link services. It returns JSON via the browser or command line via CURL using GET. Describes web sites using earliest and latest dates in the Internet Archive and demonstrates the construction of Robust Links in its output using that range. (Golang). (Stable)

22. Awesome Transit

GTFS Libraries / Rust

• gtfs-structure (⭐61) - This crates provides GTFS structures and helpers to read GTFS archives.

GTFS Realtime Libraries & Demo Apps / Rust

• gtfs-rt - Rust crate to read, write, and manipulate GTFS-Realtime data

23. Awesome Selfhosted

Software / Automation

• ChannelTube (⭐157) ⚠ - Download video or audio from YouTube channels on a schedule via yt-dlp. AGPL-3.0 Docker

Software / Feed Readers

• Feeds Fun - News reader with tags, scoring, and AI. (Source Code (⭐60)) BSD-3-Clause Python

Software / Task Management & To-do Lists

• 4ga Boards - Straightforward realtime kanban boards management for intuitive task tracking. Featuring an elegant dark mode, collapsible todo lists, and multitasking tools to supercharge your team's productivity. (Demo, Source Code (⭐67)) MIT Nodejs/Docker/K8S

• Tegon ⚠ - Dev-first issue tracking tool (alternative to Jira, Linear). (Source Code (⭐1.7k)) AGPL-3.0 Docker

Software / Time Tracking

• Ever Gauzy - Open business management platform for collaborative, on-demand and sharing economies (ERP/CRM/HRM/ATS/PM). (Demo, Source Code (⭐2.4k)) AGPL-3.0 Docker/Nodejs

24. Free for Dev

Authentication, Authorization, and User Management

• Permit.io - Auhtorization-as-a-service provider platform enabling RBAC, ABAC, and ReBAC for scalable microservices with real-time updates and a no-code policy UI. A 1000 Monthly Active User free tier.

25. Awesome Roadmaps

Mobile Development

• Android Developer Roadmap (⭐4.1k) - Roadmap to becoming an Android developer in 2020 .

AI / Machine Learning / Data Science

• Deep Learning Roadmap (⭐4.6k) - Roadmap to getting started with deep learning .

• Data Science Roadmap (⭐630) - Roadmap to becoming a data scientist .

• Data Scientist Roadmap (⭐7.1k) - Roadmap of tutorials for those interested in data science .

Miscellaneous

• University Degree Roadmap (⭐107) - Roadmap for taking online university courses in various degree subjects .

26. Awesome Plotters

Manuals, Ephemera, Papers, and Patents / Manuals

• HP-75 Plotter ROM External Reference Specification (1982) (PDF)

27. Awesome Love2d

Physics

• slick (⭐17) - A simple to use polygon collision library inspired by bump.lua.

28. Awesome Godot

Templates / Godot 4

• MechanicalFlower Godot Template (⭐29) - Template with code formatting, license tracking, addons management and CI/CD.

• Takin Godot Template (⭐111) - Template with a save file system, localization, UI (main menu, save files, options, credits), example game scene, plugins (scene and audio managers, logger, linter, resource viewer), placeholders (music, sfx), github workflows and various utility scripts.

29. Awesome Svelte

YouTube Channels

• Joy of Code

State Libraries

UI Libraries

• lomer-ui - A dead-simple CLI tool to instantly kickstart your components.

Graphs

• svelte-flow - A customizable Svelte component for building node-based editors and interactive diagrams by the creators of React Flow

Scaffold

• template-svelte (⭐54) - An official quickstart template with Phaser.

HTTP Requests / Form Components

• tanstack-svelte-query - Framework agnostic type-safe query and mutation library for Svelte.

30. Awesome Vue

Projects Using Vue.js / Open Source

• MyIP (⭐7.1k) - All in one IP Toolbox. Easy to check what's your IPs, IP geolocation, check for DNS leaks, examine WebRTC connections, speed test, ping test, MTR test, check website availability and more.

• fylepad (⭐95) - a notepad with powerful rich-text editing, built with Vue.

Components & Libraries / UI Components

• hy-vue-gantt (⭐4) - A powerful and flexible Gantt chart component for Vue 3 applications.

• vue3-social-sharing (⭐12) - Style agnostic Vue 3 plugin for social sharing your links on major social networks.

• vue-progress-circle (⭐3) - Circle progress bar component for vue3

• vue-roller-picker (⭐0) - Roll-designed selector component for vue3

• vue-enhanced-check (⭐17) - Enhanced checkboxes / radio input + toggle, components for vue 3

• vue-integer-plusminus (⭐18) - Integer input component for vue3 with increment and decrement buttons, fitting as spinbutton, allowing keyboard functionalities

Components & Libraries / UI Utilities

• vue-to-counter (⭐0) Scroll strings, numbers, dates like a slot machine.

Components & Libraries / Utilities

• tauri-plugin-pinia (⭐26) - Persistent Pinia stores for Tauri.

31. Awesome Angular

AI / Google Developer Experts

• Gurubase - Angular Guru leverages up-to-date information from the Angular documentation, Stack Overflow, and articles across the internet to answer your questions.

Authentication / Google Developer Experts

• kinde-angular (⭐15) - Angular wrapper around the Kinde Typescript SDK.

Developer tools / Google Developer Experts

• esbuild Bundle Size Analyzer - Visualize the contents of your esbuild bundle.

• ngx-dev-toolbar (⭐6) - A powerful development toolbar for Angular applications to improve your developer productivity directly in the browser.

• ngx-rename (⭐2) - This repository contains PowerShell and Bash scripts to rename an Angular project folder and update relevant files, such as angular.json, package.json, tsconfig.json, and other configuration files.

Integrations / Google Developer Experts

• ngx-reactify (⭐3) - Library to make running Angular and React applications together easy.

Charts / Google Developer Experts

• railz-visualizations (⭐6) - A collection of reusable web components that help you build a dashboard using normalized financial transactions and analytics from the FIS Accounting Data as a Service API.

Layout Components / Google Developer Experts

• ng-simple-sidebar (⭐7) - A simple Angular component to generate a sidebar with a hamburger menu.

RxJS / Google Developer Experts

• rxvisualizer - RxJS Marble Diagram Visualizer from Angular Space.

32. Awesome Vite

Templates / React

• vite-plugin-ssr-config (⭐0) - Configure server-side rendering (SSR) with React, React-Query, React-Router.

Framework-agnostic Plugins / Bundling

• vite-plugin-builder (⭐1) - Enable dual compilation for Server-Side Rendering (SSR) and Client-Side Rendering (CSR).

33. Awesome Neovim

Completion / Diagnostics

• Saghen/blink.cmp (⭐3.2k) - Really fast completion with LSP & snippet support, along with signature help, cmdline completion, and autobracket support (based on semantic tokens).

AI / Diagnostics

• Davidyz/VectorCode (⭐59) - Supercharge your LLM experience with repository-level RAG.

• dlants/magenta.nvim (⭐139) - Leverage coding assistants for chat and code generation. Provides tools for the AI/LLM agent to explore and edit your code, like Aider, Cursor and Windsurf.

Color / Diagnostics

• xzbdmw/colorful-menu.nvim (⭐210) - Colorize your auto completion menu using Tree-sitter.

Note Taking / Diagnostics

• lfilho/note2cal.nvim (⭐14) - Quickly send events from your notes to your calendar (i.e. Do something @ 3pm-3pm --> will block that time on your calendar.

Utility / Diagnostics

• 0xJohnnyboy/scretch.nvim (⭐31) - Create and manage scratch files, scratch templates, with picker integrations.

• theKnightsOfRohan/hexer.nvim (⭐1) - Easily convert between binary representations without a conversion table.

Debugging / Diagnostics

• igorlfs/nvim-dap-view (⭐199) - A modern, minimalistic UI for nvim-dap.

34. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• arc-search (⭐0) - Enables quick searches using Arc browser directly from your terminal. Features URL encoding for search terms.

• gitignore (valerius21) (⭐0) - oh-my-zsh's gitignore plugin extracted to be standalone

• gitignore (voronkovich) (⭐52) - Plugin for creating .gitignore files.

Themes / superconsole - Windows-only

• jmtech (⭐1) - Customizable colors and symbols. Includes decorators for git status, exit status of last command run, gpg signing information and timestamps. Requires a Nerd Font (⭐56k) for the git status icons.

• sdt (⭐0) - Includes decorators for current directory and git status.

35. Awesome Db Tools

Schema / Diagrams

• Liam ERD (⭐337) - Open-source tool that generates beautiful and easy-to-read Entity Relationship Diagrams from your database and ORMs.

36. Awesome Wagtail

Resources / Podcasts

• Django Chat: Dawn Wages - An interview with Dawn Wages, a core Wagtail team member. Discussion about Wagtail, React and Gatsby.

• Django Chat: Thibaud Colas - An interview with a core team member of Wagtail, discussing the current status of Django, upcoming DSF Board elections, Wagtail roadmap & community opportunities.

37. Awesome Developer First

Feature Flags

• Bucket - Purpose-built feature flagging for B2B SaaS products.

38. Awesome Rails

DevTools / Other external resources

• Liam ERD - Generate Beautiful ER-Diagrams from your schema.rb. Using ruby/prism WASM with Node.js.

39. Awesome Docker

Terminal / Terminal UI

• lazyjournal (⭐291) - A interface for reading and filtering the logs output of Docker and Podman containers like Dozzle (⭐7.5k) but for the terminal with support for fuzzy find, regex and output coloring

• Next: Jan 22, 2025