Awesome List Updates on Feb 19 - Feb 25, 2024

50 awesome lists updated this week.

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1. Awesome R

Integrated Development Environments

• Sublime Text + R-IDE (⭐112) - Add-on package for Sublime Text 2/3.

• Nvim-R (⭐987) - Neovim plugin for R.

R Development

• renv (⭐1.1k) - Make your R projects more isolated, portable, and reproducible.

• box (⭐918) - A modern module system for R.

2. Awesome Elixir

Text and Numbers

• ex_pression (⭐11) - Evaluate user input expressions.

Newsletters

• Elixir Merge - A daily newsletter which delivers two curated updates (articles, tutorials, videos, podcasts) in each edition in quick-read format.

3. Awesome Graphql

Clients

• genql (⭐940) - Type safe TypeScript client for any GraphQL API.

Type / React

• fast-graphql (⭐5) - Graphql Tools to Structure, Combine Resolvers and Merge Schema Definitions for Node.js, Next.Js and Graphql Apollo server

• gql.tada (⭐2.8k) - GraphQL document authoring library, inferring the result and variables types of GraphQL queries and fragments in the TypeScript type system.

4. Awesome Java

Utility / Mocking

• JKScope (⭐19) - Java scope functions inspired by Kotlin.

5. Android Security Awesome

Tools / Online Analyzers

• approver - Approver is a fully automated security analysis and risk assessment platform for Android and iOS apps. Not free.

6. ALL About RSS

🔍 Feed Search Engines / 酷Q Plugin

• Wire

7. Awesome Zsh Plugins

Completions / superconsole - Windows-only

• talosctl (⭐2) - Tab completion for Talos Linux.

Themes / superconsole - Windows-only

• sashimi (⭐0) - Includes decorators for git status and the exit status of the last command run.

8. Awesome Zig

Parser / Package managers

• 00JCIV00/cova (⭐129) - Commands, Options, Values, Arguments. A simple yet robust cross-platform command line argument parsing library.

9. Awesome Cpp

Image Processing

• fpng (⭐935) - Super fast C++ .PNG writer/reader. [Unlicense]

• libpng (⭐1.4k) - the reference library for use in applications that read, create, and manipulate PNG (Portable Network Graphics) raster image files. [libpng-2.0] website

Scripting

• MiniScript - scripting language modern, elegant, easy to learn, and easy to embed in your own C# or C++ projects. [MIT]

Miscellaneous

• casacore - A set of c++ core libraries derived from aips++. [LGPL]

• CCTZ (⭐615) - a C++ library for translating between absolute and civil times using the rules of a time zone. [Apache-2.0]

• cxx-prettyprint (⭐563) - A pretty printing library for C++ containers. [Boost]

• FastFormat - Fast, Safe C++ Formatting inspired by log4j and Pantheios. [Simplified BSD]

• gcc-poison (⭐192) - A simple header file for developers to ban unsafe C/C++ functions from applications.

• libsigc++ (⭐411) - A typesafe callback system for standard C++. [LGPL] website

• pprint (⭐923) - Pretty Printer for Modern C++. [MIT]

• pspsdk (⭐990) - An open-source SDK for PSP homebrew development. [BSD/GNU GPL3]

• QtVerbalExpressions (⭐65) - This Qt lib is based off of the C++ VerbalExpressions library. [MIT]

• stdman (⭐969) - A tool that parses archived HTML files from cppreference and generates groff-formatted manual pages for Unix-based systems. [MIT]

10. Awesome React Components

Boilerplate / Mouse Events

• extensive-react-boilerplate (⭐464) - Boilerplate with Next.js, Auth (Sign in, Sign up, Reset password, Confirm email, Refresh Token), Material UI, React Hook Form, I18N, File uploads (support local and Amazon S3 drivers), Tests, CI.

11. Awesome Browser Extensions for Github

Like On GitHub (⭐241)

Chrome extension that adds a button in browser and links this button to a GitHub repository that you will configure, then on any webpage just click this extension button and it will add the given link with the title of the page in that repository.

Installs: 57 | Stars: 235 | Last update: n/a

12. Awesome Php

Table of Contents / Error Tracking and Monitoring Services

• Blackfire - A low-overhead code profiler.

• Honeybadger - Error Tracking & Application Monitoring for Developers.

• Rollbar - Error Logging & Tracking Service for Software Teams.

• Sentry - Application Performance Monitoring & Error Tracking Software.

• Tideways - Monitoring and profiling tool.

13. Awesome Inertiajs

Adapters / Server-side

• Grails (⭐9)

Resources / Examples

• Ping CRM / Grails (⭐5) - Demonstration application made with Grails and Vue.js.

14. Awesome Python

Data Validation

• jsonschema (⭐4.8k) - An implementation of JSON Schema for Python.

• cerberus (⭐3.2k) - A lightweight and extensible data validation library.

• colander (⭐457) - Validating and deserializing data obtained via XML, JSON, an HTML form post.

• schematics (⭐2.6k) - Data Structure Validation.

• pydantic (⭐24k) - Data validation using Python type hints.

Admin Panels

• django-grappelli (⭐3.9k) - A jazzy skin for the Django Admin-Interface.

Algorithms and Design Patterns

• Algorithms
  • algorithms (⭐25k) - Minimal examples of data structures and algorithms.
  • python-ds (⭐2.9k) - A collection of data structure and algorithms for coding interviews.
  • sortedcontainers (⭐3.8k) - Fast and pure-Python implementation of sorted collections.
  • thealgorithms (⭐203k) - All Algorithms implemented in Python.

ASGI Servers

• hypercorn (⭐1.3k) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.

Asynchronous Programming

• concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.

• multiprocessing - (Python standard library) Process-based parallelism.

• twisted (⭐5.8k) - An event-driven networking engine.

• eventlet (⭐1.3k) - Asynchronous framework with WSGI support.

• gevent (⭐6.4k) - A coroutine-based Python networking library that uses greenlet (⭐1.7k).

Audio

• Audio
  • audioread (⭐513) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  • audioFlux (⭐3.1k) - A library for audio and music analysis, feature extraction.
  • dejavu (⭐6.6k) - Audio fingerprinting and recognition.
  • kapre (⭐932) - Keras Audio Preprocessors.
  • librosa (⭐7.7k) - Python library for audio and music analysis.
  • matchering (⭐2.1k) - A library for automated reference audio mastering.
  • mingus - An advanced music theory and notation package with MIDI file and playback support.
  • pyaudioanalysis (⭐6.1k) - Audio feature extraction, classification, segmentation and applications.
  • pydub (⭐9.5k) - Manipulate audio with a simple and easy high level interface.
  • timeside (⭐387) - Open web audio processing framework.

Authentication

• OAuth
  • authlib (⭐4.9k) - JavaScript Object Signing and Encryption draft implementation.
  • django-allauth (⭐10k) - Authentication app for Django that "just works."
  • django-oauth-toolkit (⭐3.3k) - OAuth 2 goodies for Django.
  • oauthlib (⭐2.9k) - A generic and thorough implementation of the OAuth request-signing logic.

Build Tools

• bitbake (⭐464) - A make-like build tool for embedded Linux.

• buildout (⭐589) - A build system for creating, assembling and deploying applications from multiple parts.

• platformio (⭐8.4k) - A console tool to build code with different development platforms.

• scons (⭐2.2k) - A software construction tool.

Built-in Classes Enhancement

• box (⭐2.7k) - Python dictionaries with advanced dot notation access.

• dotteddict (⭐211) - A library that provides a method of accessing lists and dicts with a dotted path notation.

CMS

• wagtail (⭐19k) - A Django content management system.

Caching

• dogpile.cache (⭐269) - dogpile.cache is a next generation replacement for Beaker made by the same authors.

• hermescache - Python caching library with tag-based invalidation and dogpile effect prevention.

• python-diskcache (⭐2.6k) - SQLite and file backed cache backend with faster lookups than memcached and redis.

Command-line Interface Development

• Command-line Application Development
  • cement (⭐1.3k) - CLI Application Framework for Python.
  • click (⭐17k) - A package for creating beautiful command line interfaces in a composable way.
  • cliff (⭐248) - A framework for creating command-line programs with multi-level commands.
  • python-fire (⭐28k) - A library for creating command line interfaces from absolutely any Python object.
  • python-prompt-toolkit (⭐9.8k) - A library for building powerful interactive command lines.

Computer Vision

• easyocr (⭐27k) - Ready-to-use OCR with 40+ languages supported.

• kornia (⭐11k) - Open Source Differentiable Computer Vision Library for PyTorch.

• opencv - Open Source Computer Vision Library.

Configuration Files

• configobj (⭐327) - INI file parser with validation.

• python-decouple (⭐2.9k) - Strict separation of settings from code.

Cryptography

• cryptography (⭐7.1k) - A package designed to expose cryptographic primitives and recipes to Python developers.

Data Analysis

• pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.

• aws-sdk-pandas (⭐4k) - Pandas on AWS.

• datasette (⭐10k) - An open source multi-tool for exploring and publishing data.

• optimus (⭐1.5k) - Agile Data Science Workflows made easy with PySpark.

Data Visualization

• altair (⭐9.9k) - Declarative statistical visualization library for Python.

• bokeh (⭐20k) - Interactive Web Plotting for Python.

• cartopy (⭐1.5k) - A cartographic python library with matplotlib support.

• matplotlib (⭐21k) - A Python 2D plotting library.

• pygal (⭐2.7k) - A Python SVG Charts Creator.

• pygraphviz (⭐812) - Python interface to Graphviz.

• pyqtgraph (⭐4.1k) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.

• seaborn (⭐13k) - Statistical data visualization using Matplotlib.

• vispy (⭐3.5k) - High-performance scientific visualization based on OpenGL.

Database

• zodb (⭐724) - A native object database for Python. A key-value and object graph database.

Database Drivers

• MySQL - awesome-mysql
  • mysqlclient (⭐2.5k) - MySQL connector with Python 3 support (mysql-python fork).
  • pymysql (⭐7.8k) - A pure Python MySQL driver compatible to mysql-python.

• PostgreSQL - awesome-postgres (⭐11k)
  • psycopg (⭐2k) - The most popular PostgreSQL adapter for Python.

• SQlite - awesome-sqlite (⭐356)
  • sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.
  • sqlite-utils (⭐1.9k) - Python CLI utility and library for manipulating SQLite databases.

• NoSQL Databases
  • cassandra-driver (⭐1.4k) - The Python Driver for Apache Cassandra.
  • happybase (⭐609) - A developer-friendly library for Apache HBase.
  • kafka-python (⭐5.8k) - The Python client for Apache Kafka.
  • pymongo (⭐4.2k) - The official Python client for MongoDB.
  • motor (⭐2.5k) - The async Python driver for MongoDB.
  • redis-py (⭐13k) - The Python client for Redis.

Date and Time

• arrow (⭐8.9k) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.

• pendulum (⭐6.5k) - Python datetimes made easy.

• pytz - World timezone definitions, modern and historical. Brings the tz database into Python.

Deep Learning

• pytorch-lightning (⭐30k) - Deep learning framework to train, deploy, and ship AI products Lightning fast.

• theano (⭐9.9k) - A library for fast numerical computation.

DevOps Tools

• Backup
  • borg (⭐12k) - A deduplicating archiver with compression and encryption.

Distribution

• py2app (⭐402) - Freezes Python scripts (Mac OS X).

• py2exe (⭐948) - Freezes Python scripts (Windows).

• pyinstaller (⭐12k) - Converts Python programs into stand-alone executables (cross-platform).

Downloader

• youtube-dl (⭐136k) - A command-line program to download videos from YouTube and other video sites.

File Manipulation

• path.py (⭐1.1k) - A module wrapper for os.path.

Functional Programming

• coconut (⭐4.2k) - A variant of Python built for simple, elegant, Pythonic functional programming.

• cytoolz (⭐1.1k) - Cython implementation of Toolz: High performance functional utilities.

• toolz (⭐4.9k) - A collection of functional utilities for iterators, functions, and dictionaries.

Geolocation

• geodjango - A world-class geographic web framework.

• geojson (⭐969) - Python bindings and utilities for GeoJSON.

HTML Manipulation

• beautifulsoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.

• markupsafe (⭐660) - Implements a XML/HTML/XHTML Markup safe string for Python.

HTTP Clients

• urllib3 (⭐3.9k) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

Hardware

• pynput (⭐2k) - A library to control and monitor input devices.

Image Processing

• pymatting (⭐1.9k) - A library for alpha matting.

• quads (⭐1.2k) - Computer art based on quadtrees.

• wand (⭐1.5k) - Python bindings for MagickWand, C API for ImageMagick.

Implementations

• cpython (⭐68k) - Default, most widely used implementation of the Python programming language written in C.

• cython (⭐10k) - Optimizing Static Compiler for Python.

• clpython (⭐380) - Implementation of the Python programming language written in Common Lisp.

• ironpython (⭐2.7k) - Implementation of the Python programming language written in C#.

• micropython (⭐21k) - A lean and efficient Python programming language implementation.

• numba (⭐11k) - Python JIT compiler to LLVM aimed at scientific Python.

• peachpy (⭐2k) - x86-64 assembler embedded in Python.

• pypy - A very fast and compliant implementation of the Python language.

• pyston (⭐2.5k) - A Python implementation using JIT techniques.

RESTful API

• Django
  • django-rest-framework (⭐29k) - A powerful and flexible toolkit to build web APIs.
  • django-tastypie (⭐3.9k) - Creating delicious APIs for Django apps.

• Framework agnostic
  • falcon (⭐9.7k) - A high-performance framework for building cloud APIs and web app backends.
  • fastapi (⭐87k) - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
  • hug (⭐6.9k) - A Python 3 framework for cleanly exposing APIs.
  • sandman2 (⭐2k) - Automated REST APIs for existing database-driven systems.
  • sanic (⭐18k) - A Python 3.6+ web server and web framework that's written to go fast.

Web Crawling

• feedparser (⭐2.2k) - Universal feed parser.

• mechanicalsoup (⭐4.8k) - A Python library for automating interaction with websites.

• scrapy (⭐58k) - A fast high-level screen scraping and web crawling framework.

Web Frameworks

• Synchronous
  • django (⭐84k) - The most popular web framework in Python.
    • awesome-django (⭐1.8k)
    • awesome-django (⭐10k)
  • flask (⭐70k) - A microframework for Python.
    • awesome-flask (⭐13k)
  • pyramid - A small, fast, down-to-earth, open source Python web framework.
    • awesome-pyramid (⭐559)
  • masonite (⭐2.3k) - The modern and developer centric Python web framework.

• Asynchronous
  • tornado (⭐22k) - A web framework and asynchronous networking library.

WSGI Servers

• uwsgi - A project aims at developing a full stack for building hosting services, written in C.

Newsletters

• Pycoder's Weekly

• Python Weekly

Podcasts

• Python Test

15. Awesome Mac

Developer Tools / IDEs

• Zed - A high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

16. Awesome Polars

Official documentation

• Documentation for Python API - Official API Reference for Python.

• Documentation for Rust API - Official API Reference for Rust.

• Documentation for R API - Official API Reference for R.

Cheat Sheets / Miscellaneous

• Cheatsheet for Pandas to Polars - A Cheat Sheet that shows how to convert some familiar Pandas commands to Polars by @braaannigan.

Tutorials & workshops / Miscellaneous

• Prise en main de Polars - A notebook tutorial in French that illustrates the main features of Polars by @romaintailhurat and @linogaliana. There is also an accompanying blog post.

Blog posts / Miscellaneous

• Dataframe Showdown – Polars vs Spark vs Pandas vs DataFusion. Guess who wins? - A short article that presents a performance test between Polars, Pandas, Datafusion and Spark on a csv dataset by @danielbeach. Code used is available on Github here (⭐6).

• Polars - modern data frame library - A blog post that describes why Polars could be a better alternative to pandas, dplyr or data.table by @DSkrzypiec.

• A Polars exploration into Kedro - A blog post that explains how Polars can be used instead of pandas in Kedro for your data catalog and data manipulation by @astrojuanlu.

• Lightning-fast queries with Polars - Another blog post that is a good introduction to Polars by @astrojuanlu.

• Exploring Polars - The Lightning-Fast DataFrame Library in Python - A blog post on the basics of Polars by @mddas.

• DuckDB vs Polars for Data Engineering - A blog post that compares Polars and DuckDB with pipelines for Data Engineering by @danielbeach.

• Date and DateTime Manipulation in Polars - A blog post that shows examples of doing a number of date and datetime manipulations in Polars (Python) by @danielbeach. Code used is available on Github here (⭐2).

• Level Up Your Data Analysis with Polars: A Powerful DataFrame Library for Speed and Efficiency - A blog post that describes the main features of Polars (with benchmarks) by ravi-m.

• polars’ Rgonomic Patterns - A blog post that deeps dive into some of the advanced data wrangling functionality in python’s Polars package by @emilyriederer.

• LazyFrame: Exploring Laziness in Dataframes from Polars in Python - A blog post that introduces LazyFrames with Polars an Python by Manoj Das.

• Data Statistics in Polars - A post that explains how to extract insightful information from your data in Polars by Alexandre Petit.

Follow / Miscellaneous

• Stijn de Gooijer (@stinodego) - Member of Polars organisation

• Danny van Kooten (@dannyvankooten) - Member of Polars organisation

Contributing / Miscellaneous

• Damien Dotta (@ddotta) - Maintainer of Awesome Polars list

17. Awesome Dotnet

API

• FastEndpoints (⭐5.4k) - High-performance middleground between classic ASP.NET Core API controllers and Minimal APIs. Using a REPR (Request-Endpoint-Response) pattern, this library eliminates the boilerplate and monolithic feel of controllers by improving colocation of code.

PDF / GUI - other

• QPdfSharp (⭐20) - A C# wrapper written around QPdf to allow for easy PDF manipulation that is tested for both linux and windows. QPdf is one of the only libraries capable of PDF linearization, and this wrapper ensures you keep up to date with the underlying improvements.

18. Awesome Vite

Framework-agnostic Plugins / Bundling

• vite-plugin-minipic (⭐57) - Efficient image compression tool.

19. Awesome Prisma

🦺 Community Prisma Tools

• Prismock - Run tests in isolation with an in-memory implementation of Prisma (⭐250)

• prisma-ast - A Builder object to programmatically query and edit your schema.prisma files (⭐153)

🏆 Tutorials / ⚙️ Schema Visualization Tools

• How To Write Efficient Unit Tests with Prisma ORM

20. Awesome Opentofu

Official

• Fork announcement

Tools / Wrappers

• Atmos (⭐1.1k) - Orchestration tool that keeps environment configuration DRY.

• easy_infra (⭐74) - Docker container to simplify and secure the use of infrastructure as code.

• tfam (⭐24) - Rust-powered wrapper for concurrent Terraform/OpenTofu apply, enabling multi-deployment support.

• tfexe (⭐3) - Rust-powered wrapper for seamless execution of tfswitch and Terraform/OpenTofu with version control.

Tools / CI

• pre-commit-opentofu (⭐69) - Git pre-commit hooks plugin.

Tools / State

• tfmigrate (⭐1.2k) - State migration tool.

Tools / Providers

• tfschema (⭐306) - Schema inspector for providers.

Tools / Platforms

• digger (⭐4.6k) - Open-source IaC orchestration tool. Digger allows you to run IaC in your existing CI pipeline.

Tools / Helpers

• terratag (⭐983) - CLI tool allowing for tags or labels to be applied across an entire set of OpenTofu/Terraform files.

Learning / Helpers

• OpenTofu Course - Interactive tutorials.

• Terraform in Depth - Book with OpenTofu sections.

21. Engineering Blogs

Companies / P companies

• Palantir https://blog.palantir.com/

22. Free for Dev

Tools for Teams and Collaboration

• Wormhole - Share files up to 5GB with end-to-end encryption for up to 24hours. For files larger than 5 GB, it uses peer-to-peer transfer to send your files directly.

Email

• Brevo — 9,000 emails/month, 300 emails/day free

• Sender Up to 15,000 emails/month, up to 2,500 subscribers

• Sendpulse — 500 subscribers/month, 15,000 emails/month free

Forms

• Sprig - 1 In-Product Survey or Survey with Replay per month, with GPT-powered AI Analysis.

• feedback.fish - Free plan allows collecting 25 total feedback submissions. Easy to integrate with React and Vue components provided.

International Mobile Number Verification API and SDK

• numverify — Global phone number validation and lookup JSON API. 100 API requests/month

Payment and Billing Integration

• CoinGecko — Provides cryptocurrency market data including the latest crypto exchange rates and historical data. The demo api comes with a stable rate limit of 30 calls/min and a monthly cap of 10,000 calls.

• currencylayer — Reliable Exchange Rates and Currency Conversion for your Business, 100 API requests/month free.

• exchangerate-api.com - An easy-to-use currency conversion JSON API. The free tier updates once per day with a limit of 1,500 requests/month.

• Currencyapi — Free currency conversion and exchange rate data API. Free 300 requests per month, 10 requests per minute for private use.

Other Free Resources

• Framacloud — A list of Free/Libre Open Source Software and SaaS by the French non-profit Framasoft.

23. Awesome Json

Binary Serialization

• BSON - Binary JSON.

• CBOR - Concise Binary Object Representation.

Browser Extensions

• JSON Formatter (github (⭐4k)) - Makes JSON easy to read. Open source.

• JSON Viewer (github (⭐3.4k)) - It is a Chrome extension for printing JSON and JSONP.

• JSON Finder (github (⭐40)) - Browse like you do it in Finder.

• JSON Viewer Pro (github (⭐566) - An open source Chrome extension for browsing JSON with syntax highlighting and folding, or as a visual graph.

• Discoverable JSON (github (⭐3)) - Gron inspired Extension. Convert a JSON document into javascript expressions. Comes with filter, remove, find-and-replace capabilities.

Command-line tools

• jshon - A parser designed for maximum convenience within the shell.

Differencing

• JSONPatch - A format for describing changes to a document.

Editors

• JSON Crack - Display your JSON as a graph

Format Extensions

• survey.js - JSON based survey library.

• J_ackSON: JSON secret keeper (⭐19) - JSONic way of storing secrets in config file.

Libraries

• Jansson (⭐3.2k) - A C library for encoding, decoding and manipulating data.

• oboe.js (⭐4.8k) - A streaming approach, speeds up web applications by providing parsed objects before the response completes.

Online tools

• JSON Editor online - A web-based tool to view, edit and format.

• JSON Generator - Tool for generating random data.

• CSV to JSON - Easy, privacy-friendly and offline-first online csv to json converter

• geojson.io - Simply edit GeoJSON map data.

• ObjGen - Online live JSON generator.

Schema Specifications

• JSON Schema - a JSON based format for defining the structure of JSON data.

• Kwalify (⭐22) - A parser, schema validator, and data binding tool

• Rx - Simple, Extensible Schemata.

Services

• Telize - JSON IP and GeoIP REST API.

Tutorials

• JSON - Rosetta Code - Basic operations in different languages (57 languages in this moment).

Transformations

• nimnjs (⭐46) - JSON to nimn bidirectional converter.

Queries

• dasel (⭐7.5k) - Query and update data structures using selectors from the command line. Comparable to jq (⭐32k) / yq (⭐2.8k) but supports JSON, YAML, TOML and XML with zero runtime dependencies.

• ObjectPath - The agile query language for semi-structured data. (Python)

JSON Schema Resources

• JSON Schema Store - A collection of popular schemas.

• Awesome JSON Schema (⭐146) - A curated list of awesome JSON Schema resources, tutorials, tools, and more.

JSON Schema Validators

• Ruby JSON Schema Validator (⭐1.6k) - validating against a JSON schema conforming to JSON Schema Draft 4.

24. Awesome Devsecops

Monitoring / Ansible

• Streamdal - Streamdal - Embed privacy controls in your application code to detect and monitor PII as it enters and leaves your systems, preventing it from reaching unintended databases, data streams, or pipelines.

25. Urban and Regional Planning Resources

Platforms and Software Resources / AI in Planning Tools and Platforms

• OECD AI Policy Observatory - OECD AI Policy Observatory provides a platform for resources on applications, poicy implications, and literature regarding Artificial Intelligence.

26. Awesome Ruby

Admin Interface

• Avo Admin for Rails - Avo is the modern approach to building an advanced admin panel that can be used by the entire organization. It has all the tools an admin panel needs and more. We have carefully made sure that you have all the escape hatches you need to ensure you can build your next admin panel for Ruby on Rails incredibly fast and easily.

CMS

• Avo CMS for Rails - Avo is a very custom Content Management System for Ruby on Rails that saves engineers and teams months of development time. It's designed to use your app's database structure, uses configuration instead of traditional methods, and when configuration isn't enough, it falls back to writing regular Rails code that you're used to.

DevOps Tools

• Kanrisuru (⭐20) - Manage remote infrastructure in Ruby

27. Awesome Newsletters

Security / Svelte

• Security Talks Digest. A newsletter, that aggregates content from the security conferences around the world and deliver them in form of a weekly report.

28. Awesome Quantified Self

Applications and Platforms / Data Collection

• Reflect - Tracking app with customizable forms and data insights (iOS).

Applications and Platforms / Diet

• Nutriely - Food and nutrition tracking, diary. Focusing on detailed micro and vitamin breakdown. (Web)

Open Source Projects / Wealth

• Me API (⭐831) - An extensible, personal API with custom integrations.

• Memacs (⭐1.1k) - Visualize your life in Orgmode.

29. Awesome Sysadmin

Websites / Web

• Cloud Native Software Landscape - Compilation of software and tools for cloud computing.

30. Awesome Open Source Games

Native / Platform

• AAAAXY (⭐248) - Nonlinear 2D puzzle platformer taking place in impossible spaces.

31. Awesome Rails

Open Source Rails Apps / Other external resources

• multiwoven (⭐1.6k)- The open-source reverse ETL, data activation platform for modern data teams. (using Rails 7.1.1) - 🌍

32. Awesome Quant

Python / Financial Instruments and Pricing

• rateslib (⭐252) - A fixed income library for pricing bonds and bond futures, and derivatives such as IRS, cross-currency and FX swaps.

Python / Risk Analysis

• empyrical-reloaded (⭐81) - Common financial risk and performance metrics. empyrical (⭐1.4k) fork.

• pyfolio-reloaded (⭐497) - Portfolio and risk analytics in Python. pyfolio (⭐6k) fork.

R / Financial Instruments and Pricing

• RQuantLib (⭐128) - RQuantLib connects GNU R with QuantLib.

Java / FrameWorks

• JQuantLib (⭐140) - JQuantLib is a free, open-source, comprehensive framework for quantitative finance, written in 100% Java.

33. Awesome Data Engineering

Workflow

• Multiwoven (⭐1.6k) - The open-source reverse ETL, data activation platform for modern data teams.

34. Awesome Agi Cocosci

Commonsense / Commonsense Knowledgebase

• Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale - IEEE Transactions on Visualization and Computer Graphics, 2023. [All Versions]. This paper presents Visual Concept Programming, a first-of-its-kind visual analytics approach of using visual concepts to program image data at scale while requiring a few human efforts.

Inductive Logic & Program Synthesis / Commonsense Knowledgebase

• Large Language Models Meet NL2Code: A Survey - ACL'23, 2023. [All Versions]. [NL2Code Website]. A paper presenting a comprehensive survey of 27 existing large language models for NL2Code, and also review benchmarks and metrics, suggesting that the key factors contributing to the success of large language models for NL2Code are “Large Size, Premium Data, Expert Tuning”.

• A Large-Scale Survey on the Usability of AI Programming Assistants: Successes and Challenges - ICSE'24, 2024. [All Versions]. A survey finding that developers are most motivated to use AI programming assistants because they help developers reduce key-strokes, finish programming tasks quickly, and recall syntax, but resonate less with using them to help brainstorm potential solutions.

35. Awesome Glp1

🧑‍🤝‍🧑 Trials

• STEP1 Trial (Semaglutide)
  • On ClinicalTrials.gov

• Step2 Trial (Semaglutide)

• SURMOUNT-1 Trial (Tirzepatide)

• SURMOUNT-4 Trial

36. Awesome LaTeX

LaTeX-focused

• Texifier - Commercial LaTeX editor for macOS and iOS, with excellent features (document overview, synchronised PDF display, autocompletion, sync across devices, etc.) that never get in the way of writing.

37. Awesome Shell

Command-Line Productivity

• autoenv (⭐5.9k) - Directory-based environments.

Downloading and Serving / Directory Navigation

• tshare (⭐135) - File sharing from commandline.

38. Awesome Openstreetmap

Tools / Web Tools

• Bellingcat OpenStreetMap search - Web based tool to find geolocation leads by searching for proximate features on OpenStreetMap. (Source Code (⭐189) / Article)

Additional Resources / Websites

• WeeklyOSM - News and updates to inform the community about what is going on in the OSM Universe, from experienced mappers to new OSM members.

39. Awesome Fiber

⚙️ Middlewares / 🌱 Third Party

• zeiss/fiber-authz (⭐7) - A middleware to secure routes in Fiber with a defined RBAC model.

• zeiss/fiber-htmx (⭐1) - A middleware for using HTMX in Fiber.

🚧 Boilerplates / 🌱 Third Party

• sebajax/go-vertical-slice-architecture (⭐37) - Vertical Slice Architecture code archetype using Fiber and Uber dig. A maintainable, and scalable code organization.

40. Awesome Ironsworn

Resources / Ironsworn

• Starforged Notebook - All-in-one campaign notebook for Starforged

41. Awesome Web Monetization

Resources / Tools

• Is web monetized (⭐5) - A very simple tool for checking if Web Monetization is enabled.

  npm install is-web-monetized -g
  monetized example.com

  You can also test your website with the dependency.

42. Awesome Creative Coding

Frameworks • Libraries • Ecosystems

• Fragment.tools (⭐868) [Cross-platform] - A web development environment for creative coding.

Sound Programming Languages

• Glicol - Graph-oriented live coding language and music/audio DSP library written in Rust.

Quick References • Cheat Sheets / Other

• Morphogenesis (⭐2.1k) - Exploration of how shapes, forms, and patterns emerge in nature.

43. Ai Collective Tools

Image Generator

• Remaker-Ai - All-in-one tool leveraging the capabilities of artificial intelligence. Craft and produce diverse content formats, spanning text, images, and beyond.#free

44. Awesome Generative Deep Art

Courses and Educational Materials

• DataCamp's Become a Generative AI Developer series: 9 code-alongs on building chatbots using LangChain and the OpenAI and Pinecone APIs, and working with the Hugging Face ecosystem. Free, for a limited time only.

Online Tools and Applications

• SEOByAI: Rank Faster on Google with FREE AI SEO Tools

• SinglebaseCloud: AI-powered backend platform with Vector DB, DocumentDB, Auth, and more to speed up app development.

• TrollyAI: Create professional SEO articles, 2x faster

• WebscrapeAI: Scrape any website without code using AI

• Yona.ai: Create deeply personalized AI chatbots from your own conversations, your stories, your data. You can harness the power of your chat history to build an AI companion for a nostalgic trip down memory lane, whimsical fantasies, or any other unique purpose.

Large Language Models (LLMs)

• Groq: service focused on fast inference speed, providing API access to Llama 2 70B-4K and Mixtral 8x7B-32K

Retrieval-Augmented Generation (RAG) / Prompt Engineering for Text-to-image

• Retrieval-Augmented Generation for Large Language Models: A Survey

Text-related Generative Tools / Multi-agents

• AI Story Generate: Generate stories using LLM with custom emotion, genre, and word count.

Speech-to-text (STT) and spoken content analysis / Deforum

• ggerganov/whisper.cpp (⭐41k): Port of OpenAI's Whisper model in C/C++. It can be executed locally.

• Good Tape: paid service for transcription

45. Awesome Neovim

(requires Neovim 0.5)

• deathbeam/lspecho.nvim (⭐21) - Echo LSP progress to cmdline or embed it in status line.

Completion / Diagnostics

• deathbeam/autocomplete.nvim (⭐59) - Very simple and minimal autocompletion for cmdline and buffer using LSP and Tree-sitter with signature help.

Tree-sitter Supported Colorscheme / Diagnostics

• jthvai/lavender.nvim - Purple-hued dark mode colorscheme; a complete rewrite of shaunsingh/moonlight.nvim.

Note Taking / Diagnostics

• 2KAbhishek/tdo.nvim (⭐77) - Fast and simple note taking.

Terminal Integration / Diagnostics

• 2KAbhishek/termim.nvim (⭐75) - Neovim Terminal, Improved.

Motion / Diagnostics

• rasulomaroff/telepath.nvim (⭐64) - Another Leap extension for performing remote actions with a different approach.

Editing Support / Diagnostics

• AckslD/nvim-trevJ.lua (⭐175) - Does the opposite of join-line (J) for arguments, powered by Tree-sitter.

46. Awesome Crystal

Web Frameworks

• Crystal newsletter

• IRC - #crystal-lang on Libera

47. Awesome Ai Tools

Text / Search engines

• Kazimir.ai - A search engine designed to search AI-generated images.

Image / Services

• Gensbot - Gensbot uses AI to craft personalised printed merchandise. One prompt creates one unique product to fit your needs.

Other / Music

• Architecture Helper - Analyze any building architecture, and generate your own custom styles, in seconds.

48. Awesome Postgres

Contents / High-Availability

• pg_auto_failover (⭐1.2k) - Postgres extension and service for automated failover and high-availability.

Contents / GUI

• Mathesar - Web application providing an intuitive user experience to databases.

49. Awesome Go

Bot Building

• go-tg (⭐118) - Generated from official docs Go client library for accessing Telegram Bot API, with batteries for building complex bots included.

Build Automation

• gob (⭐13) - Gradle/Maven like build tool for Go projects.

Configuration

• konf (⭐324) - The simplest API for reading/watching config from file, env, flag and clouds (e.g. AWS, Azure, GCP).

Interfaces to Multiple Backends

• dynamo (⭐21) - A simple key-value abstraction to store algebraic and linked-data data types at AWS storage services: AWS DynamoDB and AWS S3.

NoSQL Database Drivers

• gomemcached (⭐20) - A binary Memcached client for Go with support for sharding using consistent hashing, along with SASL.

Dependency Injection

• kod (⭐186) - A generics based dependency injection framework for Go.

Strings

• bexp (⭐21) - Go implementation of Brace Expansion mechanism to generate arbitrary strings.

Security

• encid (⭐4) - Encode and decode encrypted integer IDs.

Server Applications

• go-feature-flag (⭐1.7k) - A simple, complete and lightweight self-hosted feature flag solution 100% Open Source.

Template Engines

• gomponents - HTML 5 components in pure Go, that look something like this: func(name string) g.Node { return Div(Class("headline"), g.Textf("Hi %v!", name)) }.

Web Frameworks

• Yokai (⭐734) - Simple, modular, and observable Go framework for backend applications.

50. Awesome Cropsteering

Components / Tasmota Configs

• LILYGO - varous modiles and components. Good relay boards based on ESP32

• Adafruit - Adafruit ESP32 modules

DIY / Modular systems

• SENTSOR Core ESP32-EMBED (⭐9) - all-in-one, super low power development board based on latest revision of ESP32 chip. BOM, easyEDA PCB blueprints

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