Awesome List Updates on Aug 19 - Aug 25, 2024
37 awesome lists updated this week.
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1. Awesome Theoretical Computer Science
Books / Monograph
- Structure and Interpretation of Computer Programs - MIT OCW, HTML book, Byford's playlist, Javascript book (⭐896), Python book, Berkeley - Fundamental principles of computer programming in Scheme, including recursion, abstraction, modularity, and programming language design and implementation.
- Pennsylvania. Software Foundations - A broad introduction series to the mathematical underpinnings of reliable software. It's composed of proof scripts for the Coq proof assistant. It's is intended for a broad range of readers, With no specific background assumed.
- Pierce. Software Foundations - A broad introduction series to the mathematical underpinnings of reliable software with Coq proof assistant. It's intended for a broad range of readers, with no specific background assumed.
- Chlipala. Formal Reasoning About Programs - A book introducing both machine-checked proof with Coq Proof Assistant and approaches to formal reasoning about program correctness.
- Lean Proof Assistant - Lean Proof Assistant.
- Bengt. Programming in Martin-Löf's Type Theory - This book describes different type theories (theories of types, polymorphic and monomorphic sets, and subsets) from a computing science perspective.
- The Univalent Foundations Program Institute for Advanced Study. Homotopy Type Theory: Univalent Foundations of Mathematics - The present book is intended as a first systematic exposition of the basics of univalent foundations, and a collection of examples of this new style of reasoning — but without requiring the reader to know or learn any formal logic, or to use any computer proof assistant.
Lecture Notes / Monograph
- UW CSE505 18au Principles of PL - Techniques for thinking crisply about programming languages, write some fascinating programs, and discuss various design tradeoffs.
- Martin-Löf. Intuitionistic Type Theory - Notes by Giovanni Sambin of a series of type theory lectures given in Padua, June 1980.
- Helsinki. Haskell MOOC - An online course on functional programming with Haskell programming language, and a live interactive Telegram community.
- Cornell. Functional Programming in Ocaml - A modern course on data structures and functional programming using OCaml.
Network Groups / Monograph
- nLab & Gratzer (⭐2.1k) - Logic, Math, Proof Assistants, and Type Theory.
2. Awesome Translations
Tools / Libraries and tools for developers
- sphinx-intl (⭐71) - A Sphinx utility that make it easy to translate and to apply translations.
3. Awesome Streaming
Table of Contents / Data Pipeline
- AutoMQ (⭐3.3k) [Scala/Java] - cloud-first alternative to Kafka by decoupling durability to S3 and EBS. 100% Kafka compatible. 10x cost-effective. Autoscale in seconds. Single-digit ms latency.
4. Awesome Mongodb
Libraries / C#/.NET
- mongo-efcore-provider (⭐302) - Official Entity Framework (EF) Core provider for MongoDB
5. Awesome Nix
Resources / Learning
- Nix in 100 Seconds - A YouTube video from Fireship presenting Nix in 100 seconds.
6. Awesome Rest
Public REST APIs To Use In Tests / Symfony2
- Mockae - Fake REST API powered by Lua.
7. Awesome Terraform
Tools / Community providers
- prettyplan for TF 0.12+ (⭐26) - Prettyplan for TF 0.12+ (available online here) is a small tool to help you view large Terraform plans with ease. 👻
8. Awesome Hacking
Other Useful Repositories
Repository: CyberChef
Description: A simple, intuitive web app for analysing and decoding data without having to deal with complex tools or programming languages.
9. Awesome Neovim
AI / Diagnostics
- yetone/avante.nvim (⭐638) - Chat with your code as if you are in Cursor AI IDE.
Keybinding / Diagnostics
- debugloop/layers.nvim (⭐11) - Craft temporary keymap overlays and layered modes with ease.
Scrolling / Diagnostics
- rlychrisg/keepcursor.nvim (⭐1) - A collection of functions to control how the screen is positioned around the cursor.
10. Awesome Docker
Networking
- MyIP (⭐5.7k) - All in one IP Toolbox. Easy to check all your IPs, IP geolocation, check for DNS leaks, examine WebRTC connections, speed test, ping test, MTR test, check website availability, whois search and more. By @jason5ng32
11. Awesome Ada
Graphical User Interface / Apache License
- anuklear (⭐0) - Ada binding to the Nuklear GUI library and the Nuklear-SDL renderer.
Algorithms, Containers and Protocols / Apache License
- sal - SAL (Stephe's Ada Library): customized containers, AUnit extensions and various generics.
12. Awesome Ruby
Database Drivers
- Trilogy (⭐692) - A performance-oriented C library for MySQL-compatible databases.
13. Awesome Wagtail
Apps / Rich text editor extensions
- Wagtail Text Alignment (⭐3) - Align text, headings and more in your Wagtail richtext editor.
Apps / Settings management
- Wagtail-Waffle (⭐0) - Manage Django Waffle in Wagtail.
Apps / Content Management
- Wagtail-FEdit (⭐8) - Add frontend editing to your Wagtail site.
Tools / Templates (start command)
14. Awesome Developer First
Authentication & Identity
- MojoAuth - Complete CIAM solution with Enterprise SSO and extensive out-of-the-box enterprise features.
15. Awesome Go
Actor Model
- Ergo (⭐2.7k) - An actor-based Framework with network transparency for creating event-driven architecture in Golang. Inspired by Erlang.
- Goakt (⭐79) - Fast and Distributed Actor framework using protocol buffers as message for Golang.
- Hollywood (⭐1.1k) - Blazingly fast and light-weight Actor engine written in Golang.
- ProtoActor (⭐5k) - Proto Actor - Ultra fast distributed actors for Go, C# and Java/Kotlin.
Artificial Intelligence
- fun - The simplest but powerful way to use large language models (LLMs) in Go.
Uncategorized
- goenum (⭐9) - A common enumeration struct based on generics and reflection that allows you to quickly define enumerations and use a set of useful default methods.
16. Awesome Kotlin
Libraries/Frameworks / Web
- allangomes/kotlinwind.css (⭐6) - Kotlin DSL for CSS based on Tailwind.
17. Awesome Mysql
Analysis
- Dolphie (⭐565) - a modern terminal tool for real-time analytics into MySQL/MariaDB & ProxySQL
18. Awesome Generative Deep Art
Critical Views about Generative AI
Prompt Engineering
Image Segmentation / Deforum
- Content Studio AI: Faceless Video Generator
Auxiliary tools and concepts / Deforum
- MuckBrass: Find & Validate Startup Ideas using AI
19. Awesome Tailwindcss
UI Libraries, Components & Templates
- 🧩 Motion Primitives - React motion components built with Tailwind CSS and Framer Motion.
20. Awesome Embedded Rust
no-std crates / WIP
- sized-dst: Owned container for dynamically-sized types (such as trait objects) backed by stack memory. -
21. Awesome Integration
Projects / API Design
- OpenAPI Generator (⭐21k) (⭐21k) - Automate the creation of API client libraries, server stubs, documentation and config files with this powerful OpenAPI Spec tool.
- OpenAPI Style Validator (⭐201) (⭐199) - Ensure that your OpenAPI specs meet your organization's standards with this flexible and customizable style validator.
- Zally (⭐900) (⭐899) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.
Projects / API Documentation
- DapperDox (⭐398) (⭐397) - An open-source API documentation generator and server for OpenAPI/Swagger specifications, with customizable documentation, automated updates, and easy sharing.
Projects / API Gateway
- Apache ShenYu (⭐8.3k) (⭐8.4k) - A Java native API Gateway for service proxy, protocol conversion and API governance.
- Tyk API Gateway (⭐9.5k) (⭐9.5k) - An open source Enterprise API Gateway that supports REST, GraphQL, TCP, and gRPC protocols. It provides advanced API management features such as rate limiting, access control, and analytics.
Projects / API Testing
- Mocking tools
- Imposter (⭐358) (⭐356) - Mock server for REST APIs, OpenAPI (and Swagger) specifications, SOAP web services (and WSDL files), Salesforce and HBase APIs.
- Microcks (⭐1.3k) (⭐1.3k) - 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.
- Mockoon (⭐6.2k) (⭐6.2k) - Easy-to-use tool for designing and running mock REST APIs.
- MockServer (⭐4.5k) (⭐4.5k) - Easy mocking of any system you integrate with via HTTP or HTTPS.
- Mocky (⭐2k) (⭐2k) - Free and unlimited online service for generating custom HTTP responses.
- Prism (⭐4.1k) (⭐4.2k) - Open-source HTTP mock server that can mimic your API's behavior as if you already built it.
- WireMock (⭐6.2k) (⭐6.2k) - Mock your APIs for fast, robust, and comprehensive testing.
Projects / BRE
- OpenL Tablets (⭐151) (⭐150) - Open-source business rules engine (BRE, BRMS) and decision management system that allows users to define, manage, and execute business rules and decision tables.
Projects / Messaging
- Eclipse Mosquitto (⭐8.8k) (⭐8.8k) - A lightweight open-source message broker that implements the MQTT protocol. Designed for low-power devices and supports message encryption and authentication.
Projects / Workflow engine
- Cadence (⭐8.1k) (⭐8.1k) - A fault-tolerant, stateful code platform that makes it easier to build and manage complex, long-running applications.
22. Awesome Mac
Reading and Writing Tools / Markdown Tools
- Archimedes - Native macOS Markdown editor geared toward mathematical writing with inline LaTeX support.
Design and Product / Design Tools
- Pixen - Native pixel art and animation editor for Mac.
Communication / Collaboration and Team Tools
- Unite - The only native GroupMe app for Mac.
23. Awesome Ai Tools
Code / Developer tools
- AI Kernel Explorer (⭐4) - Explore the Linux kernel source code with AI-generated summaries.
Audio / AI Voice Cloning
- Descript Overdub - Review - Seamlessly integrates with Descript’s transcription and editing tools, ideal for content creators needing quick voiceovers.
- Respeecher - Review - A professional tool widely used in the entertainment industry to create emotion-rich, realistic voice clones.
- ElevenLabs - Review - Known for ultra-realistic voice cloning and emotion modeling, setting a new standard in AI-driven voice synthesis.
- Murf AI - Review - User-friendly platform for quick, high-quality voiceovers, favored for commercial and marketing applications.
- iSpeech - Review - A versatile solution for corporate applications with support for a wide array of languages and voices.
- Veritone Voice - Review - Focuses on maintaining brand consistency with highly customizable voice cloning used in media and entertainment.
- Microsoft Azure Neural TTS - Review - Scalable and highly customizable, ideal for integration into enterprise applications.
- WellSaid Labs - Review - Gaining traction for its natural-sounding voiceovers, particularly in corporate training and e-learning.
- Lovo.ai - Review - A compelling choice for creative professionals, especially useful in ads and explainer videos.
Audio / AI Music Generators
- Splash Pro - Review - A versatile platform offering intuitive music creation tools for all skill levels.
- Beatoven.ai - Review - AI-driven music generation focused on evoking specific emotions.
- Ecrett Music - Review - Designed for video creators, offering royalty-free music.
24. Awesome Polars
Libraries/Packages/Scripts / Polars plugins
- polars-distance (⭐38) - Polars plugin for pairwise distance functions by @ion-elgreco.
- polars-reverse-geocode (⭐6) - This plugin is an offline reverse geocoder for finding the closest city to a given (latitude, longitude) pair by @MarcoGorelli.
Libraries/Packages/Scripts / Python
- PDS(polars-ds) (⭐299) - A modern take on data science and traditional tabular machine learning with Polars. It provides Python modules that help with EDA tasks for Polars dataframes, machine learning pipelines that are native to Polars (cleaner and faster than Sklearn). In addition, it contains Polars plugin functions that turns many common numerical, statistical functions, least squares, KNN queries, and many other ML metrics into expressions that are executable inside a Polars dataframe.@abstractqqq.
- Narwhals (⭐304) - Python files that provides an extremely lightweight compatibility layer between Polars, Pandas, cuDF, and Modin by @narwhals-dev.
- photoshoot (⭐2) - A pytest plugin library for doing snapshot testing with Polars DataFrames by @ngriffiths13.
- polar_patch (⭐1) - Python package that brings type safety and type checking for custom Polars plugins by @Summit-Sailors.
Resources / Blog posts
- Benchmarking energy usage and performance of Polars and pandas - A blog post by the Polars team itself benchmarking Polars and Pandas.
Resources / Talks and videos
- How to Learn the Polars DataFrame Library ⏳ 110 min - A long video that explains and illustrates the basic principles of Polars by @KeithGalli. Associated github repo is here (⭐2).
25. Awesome Acg
Downloaders
- waifuc (⭐236) - Anime image data collector for training models. [English]
Image Processing
- imgutils (⭐154) - Image processing library with various anime-style image processing models. [English]
Developer Groups
- DeepGHS (GitHub / Hugging Face) [English]
26. Free for Dev
Authentication, Authorization, and User Management
- Cerbos Hub - A complete authorization management system for authoring, testing, and deploying access policies. Fine-grained authorization and access control, free up to 100 monthly active principals.
- Stack Auth — Open-source authentication that doesn't suck. The most developer-friendly solution, getting you started in just five minutes. Self-hostable for free, or offers a managed SaaS version with 10k free Monthly Active Users.
Education and Career Development
- Cisco Networking Academy, Skills for All - Offers free certification-aligned courses in topics like cybersecurity, networking, and Python.
- Plunk - 3K emails/month for free
Other Free Resources
- MySQL Visual Explain - Easy-to-understand and free MySQL EXPLAIN output visualizer to optimize slow queries.
27. Awesome Godot
3D / Godot 4.3
- OpenLiberty (⭐68) - An open-source reimplementation of Grand Theft Auto III on the Godot Engine.
XR / Godot 4.1
- Piggy Rescue (⭐3) - Fun little example game where you chase and rescue little pigs.
XR / Godot 3.5
- Beep Saber VR (⭐102) - Beat Saber clone in Godot.
- Friday Night Funkin` (⭐40) - VR port of the popular rhythm game.
Templates / Godot 4.2+
- Godot XR Template (⭐126) - Template for a multi-level XR game.
Plugins and scripts / Godot 4.2+
- Godot XR Tools (⭐488) - Basic components for XR development.
- TerraBrush (⭐594) - Minimal Terrain heightmap editor that features sculpting, painting textures, LOD, and MultiZones.
28. Awesome Azure Openai Llm
Retrieval-Augmented Generation: Research Papers
-
Expand: Benchmarking Large Language Models in Retrieval-Augmented Generation
Noise robustness (External documents contain noises, struggled with noise above 80%)
Negative rejection (External documents are all noises, Highest rejection rate was only 45%)
Information integration (Difficulty in summarizing across multiple documents, Highest accuracy was 60-67%)
Counterfactual robustness (Failed to detect factual errors in counterfactual external documents.)
RAG Pipeline & Advanced RAG
- Graph RAG (by NebulaGraph): NebulaGraph proposes the concept of Graph RAG, which is a retrieval enhancement technique based on knowledge graphs. demo [8 Sep 2023]
LlamaIndex
- Building and Productionizing RAG: doc: Optimizing RAG Systems 1. Table Stakes 2. Advanced Retrieval: Small-to-Big 3. Agents 4. Fine-Tuning 5. Evaluation [Nov 2023]
- A Cheat Sheet and Some Recipes For Building Advanced RAG RAG cheat sheet shared above was inspired by RAG survey paper. doc [Jan 2024]
- Fine-Tuning a Linear Adapter for Any Embedding Model: Fine-tuning the embeddings model requires you to reindex your documents. With this approach, you do not need to re-embed your documents. Simply transform the query instead. [7 Sep 2023]
- 4 RAG techniques implemented in llama_index (⭐34k) / cite [20 Sep 2023] / git (⭐432)
- SQL Router Query Engine: Query router that can reference your vector database or SQL database
- Sub Question Query Engine: Break down the complex question into sub-questions
- Recursive Retriever + Query Engine: Reference node relationships, rather than only finding a node (chunk) that is most relevant.
- Self Correcting Query Engines: Use an LLM to evaluate its own output.
DSPy / Semantic Kernel Glossary
Prompt Guide & Leaked prompts / Prompt Template Language
- Anthropic courses > Prompt engineering interactive tutorial (⭐1.1k): a comprehensive step-by-step guide to key prompting techniques [Aug 2024]
RLHF (Reinforcement Learning from Human Feedback) & SFT (Supervised Fine-Tuning) / Llama Finetuning
Supervised Fine-Tuning (SFT)
fine-tuning a pre-trained model on a specific task or domain using labeled data. This can cause more significant shifts in the model’s behavior compared to RLHF.
Knowledge Distillation: Reducing Model Size with Textbooks / Llama Finetuning
phi-series: cost-effective small language models (SLMs) ref
ExpandPhi-3.5-MoE-instruct: ref [Aug 2024]
phi-3: Phi-3-mini, with 3.8 billion parameters, supports 4K and 128K context, instruction tuning, and hardware optimization. [Apr 2024] ref
- phi-3-vision (multimodal), phi-3-small, phi-3 (7b), phi-sillica (Copilot+PC designed for NPUs)
phi-2: open source, and 50% better at mathematical reasoning. git [Dec 2023]
phi-1.5: [cnt]: Textbooks Are All You Need II. Phi 1.5 is trained solely on synthetic data. Despite having a mere 1 billion parameters compared to Llama 7B's much larger model size, Phi 1.5 often performs better in benchmark tests. [11 Sep 2023]
phi-1: [cnt]: Despite being small in size, phi-1 attained 50.6% on HumanEval and 55.5% on MBPP. Textbooks Are All You Need. ref [20 Jun 2023]
Large Language Models (in 2023) / GPT series release date
- LLM Pre-training and Post-training Paradigms [17 Aug 2024]
Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date
Transformer Explainer: an open-source interactive tool to learn about the inner workings of a Transformer model (GPT-2) git [8 Aug 2024]
Expand- Beam Search [1977] in Transformers is an inference algorithm that maintains the
beam_size
most probable sequences until the end token appears or maximum sequence length is reached. Ifbeam_size
(k) is 1, it's aGreedy Search
. If k equals the total vocabularies, it's anExhaustive Search
. ref [Mar 2022]
Classification of Attention
- ref: Must-Read Starter Guide to Mastering Attention Mechanisms in Machine Learning [12 Jun 2023]
Encoder-Decoder Attention:
- Soft Attention: assigns continuous weights to input elements, allowing the model to attend to multiple elements simultaneously. Used in neural machine translation.
- Hard Attention: selects a subset of input elements to focus on while ignoring the rest. Used in image captioning.
- Global Attention: focuses on all elements of the input sequence when computing attention weights. Captures long-range dependencies and global context.
- Local Attention: focuses on a smaller, localized region of the input sequence when computing attention weights. Reduces computational complexity. Used in time series analysis.
Extended Forms of Attention: Only one Decoder component (only Input Sequence, no Target Sequence)
- Self Attention: attends to different parts of the input sequence itself, rather than another sequence or modality. Captures long-range dependencies and contextual information. Used in transformer models.
- Multi-head Self-Attention: performs self-attention multiple times in parallel, allowing the model to jointly attend to information from different representation subspaces.
Other Types of Attention:
- Sparse Attention: reduces computation by focusing on a limited selection of similarity scores in a sequence, resulting in a sparse matrix. It includes implementations of “strided” and “fixed” attention. ref [23 Oct 2020]
Cross-Attention: mixes two different embedding sequences, allowing the model to attend to information from both sequences. In a Transformer, when the information is passed from encoder to decoder that part is known as Cross Attention. ref / ref [9 Feb 2023]
Sliding Window Attention (SWA): A technique used Longformer. It uses a fixed-size window of attention around each token, which allows the model to scale efficiently to long inputs. Each token attends to half the window size tokens on each side. ref (⭐9.4k)
- Beam Search [1977] in Transformers is an inference algorithm that maintains the
Agents: AutoGPT and Communicative Agents / Agent Design Patterns
- Automated Design of Agentic Systems: Automated Design of Agentic Systems (ADAS), which aims to automatically create powerful agentic system designs, including inventing novel building blocks and/or combining them. [15 Aug 2024]
Agents: AutoGPT and Communicative Agents / Tool use: LLM to Master APIs
- Berkeley Function-Calling Leaderboard V2 [Aug 2024]
Caching / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- Prompt caching with Claude: Reducing costs by up to 90% and latency by up to 85% for long prompts. [15 Aug 2024]
Awesome demo / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- Vercel announced V0.dev: Make a snake game with chat [Oct 2023]
Evaluating Large Language Models / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)
- Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge): Key considerations and Use cases when using LLM-evaluators [Aug 2024]
LLMOps: Large Language Model Operations / Math
- Azure ML Prompt flow: A set of LLMOps tools designed to facilitate the creation of LLM-based AI applications [Sep 2023] > How to Evaluate & Upgrade Model Versions in the Azure OpenAI Service [14 Aug 2024]
29. Awesome Vue
Resources / Podcasts
Resources / Examples
- umo editor (⭐119) - Umo Editor is an open-source document editor, based on Vue3 and Tiptap. Visit Playground for a fast experience.
Projects Using Vue.js / Open Source
- Go-Vue-Chat-Starter (⭐3) - A simple chat application starter project built with Vue.js and Go, featuring WebSocket communication, PrimeVue/PrimeFlex for the UI.
Components & Libraries / UI Components
- navpress (⭐1) - NavPress is a CLI tool for generating static navigation websites. It allows you to quickly build a navigation site through a configuration file.
- vue-speedometer (⭐59) - Vue component for showing speedometer like gauge using d3.
- Vue-Player (⭐2) - Lightweight, customizable, and easy-to-implement vue video player.
- vue3-select-component (⭐37) - Vue 3 Select Component, single & multi-select, best-in-class DX support with TypeScript end-to-end typesafe, easy styling, slots and more ~4.4KB
Components & Libraries / Scaffold
- mevn-boilerplate (⭐145) - ⭐️ the most comprehensive mevn stack boilerplate. ⭐️ mongodb - express - vue 3 (admin dashboard) - nodejs - nuxt 3 (client) boilerplate (pinia, tiptap, slug, vuetify and vuexy and more...) 🎉
30. Awesome Webaudio
Resources / Tutorials
- audio-katas (⭐53) - A collection of self-guided katas during which you will build a DAW of your own while getting exposed to the key Web Audio APIs.
31. Awesome Vite
Templates / Vanilla
- vite-swagger-ui (⭐1) - Swagger UI with built-in support for multiple APIs.
Templates / Vue 3
- vite-ts-starter (⭐115) - Vue
I18n
Dynamic Router Localization Template, Internationalized Applications withUnoCSS
+Unplugin
+Element-Plus
+Vitest
+TypeScript
+Vue-Router
+Vuex
+Scss
+ESLint
+Stylelint
+Husky
+lint-staged
.
Templates / React
- React Dapp Starter (⭐1) - Enterprise-ready Web3 DApp starter with
TypeScript
,TailwindCSS
,Web3Modal
,Wagmi
,Shadcn UI
,Zustand
, andTanStack Query
for scalable decentralized applications.
Framework-agnostic Plugins / Testing
- @poyro/vitest (⭐27) - Test LLM integrations using Vitest.
Framework-agnostic Plugins / Security
- vite-plugin-csp-guard (⭐1) - Lets you configure a Content Security Policy to your project, supports all directives and hashing.
WordPress / Community
- WordPlate (⭐2.1k) - Starter app with Composer.
TYPO3 CMS / Community
- vite-plugin-typo3 (⭐2) - Frontend integration for TYPO3 CMS.
32. Awesome Cl
Parsing html / Isomorphic web frameworks
- cl-html5-parser (⭐55) - HTML5 parser for Common Lisp. GPL3.0.
- a port of the Python library html5lib.
- compared to Plump: Plump is a mix of an XML and an HTML parser and breaks on some HTML rules (example (⭐119)), while cl-html5-parser is a fully compliant HTML parser.
33. Awesome Rust
Applications / Package Managers
- rebos - A declarative way to automate package management on any linux distro
Applications / Utilities
- dcapal (⭐52) - DcaPal is a free, no registration, online tool to help you keep your portfolio balanced with dollar cost averaging investments.
Development tools / IDEs
- RustRover - A powerful Rust IDE by JetBrains, free for individual non-commercial use
Libraries / Computation
- Science
- Axect/Peroxide (⭐486) - Rust numeric library containing linear algebra, numerical analysis, statistics and machine learning tools in pure rust
- cpmech/russell (⭐101) - Rust Scientific Library for numerical mathematics, ordinary differential equations, special math functions, high-performance (sparse) linear algebra
Libraries / Date and time
- arthurhenrique/rusti-cal (⭐52) [rusti-cal] - A cal(1) clone lightning-fast ~ more than 9999 years ~ Written in Rust.
34. Awesome Naming
Tools, Applications, Libraries, Frameworks
- CockroachDB - Database application, that is marketed as being so fault tolerant and resilient as a cockroach.
35. Awesome Angular
Accessibility / Google Developer Experts
- digital.gov - Accessibility for teams guide from USA government.
- WAI - The W3C Web Accessibility Initiative (WAI) develops standards and support materials to help you understand and implement accessibility.
- webaim - Web accessibility in mind.
- WAVE - WAVE Web Accessibility Evaluation Tools.
- axe Accessibility Linter - Accessibility linting for HTML, Angular, React, Markdown, Vue, and React Native.
- Angular Material CDK - a11y - The a11y package provides a number of tools to improve accessibility.
- PrimeNG - PrimeNG accessibility guide.
- astral-accessibility (⭐18) - An open-source accessibility widget written in Angular.
- deep-chat (⭐1.4k) - Fully customizable AI chatbot component for your website.
HTTP / Google Developer Experts
- angular-odata (⭐47) - A fluent API for querying, creating, updating and deleting OData resources in Angular.
36. Awesome Sysadmin
Software / VPN
- Gluetun VPN client (⭐7.1k) - VPN client in a thin Docker container for multiple VPN providers, written in Go, and using OpenVPN or Wireguard, DNS over TLS, with a few proxy servers built-in.
MIT
docker
37. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- rose-pine-man (⭐3) - Colorizes
man
pages.
- snr (⭐0) - Passes the selected output of the first command to the next.
Completions / superconsole - Windows-only
- chezmoi (⭐0) - Adds completions and aliases for chezmoi. Detects if you have
git
aliases and generateschezmoi
aliases for them.
Themes / superconsole - Windows-only
- netmask (⭐0) - Termux-first theme. Includes decorators for ip address, full path to current directory,
git
status and python virtual environment.
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