Awesome List Updates on Jan 15 - Jan 21, 2024

42 awesome lists updated this week.

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1. Awesome Material Ui

Components

• MUI Phone Input (⭐4) - Advanced, highly customizable phone input component for Material UI.

2. Awesome Prometheus

Blog posts and opinions

• Simple Prometheus queries for metrics inspection - Overview of PromQL queries that help to identify high cardinality metrics by Michal Kazmierczak.

3. Awesome Testing

Software / Make your life easier

• playwright-bdd (⭐204) - A module for running Behaviour-Driven Development (BDD) tests with Playwright runner.

4. Awesome Gnome

Themes for non-GTK apps / Skeumorphic Icons

• Thunderbird GNOME Theme (⭐277) - Integrate Thunderbird into GNOME-based desktop using Adwaita.

5. Awesome Php

Table of Contents / API

• PackageGenerator (⭐422) - Package Generator generates a PHP SDK from any WSDL.

6. Awesome Scriptable

Tools

• github-contributions (⭐0) - GitHub contributions heatmap on your lockscreen.

  

7. Awesome Web Archiving

Web Archiving Service Providers / Self-hostable, Open Source

• Conifer - From Rhizome, source available at https://github.com/Rhizome-Conifer.

Web Archiving Service Providers / Hosted, Closed Source

• Archive-It - From the Internet Archive.

• Arkiwera

• Hanzo

• MirrorWeb

• PageFreezer

• Smarsh

8. Awesome Selfhosted

Software / Database Management

• AdminerEvo - Database management in a single PHP file. Available for MySQL, MariaDB, PostgreSQL, SQLite, MS SQL, Oracle, Elasticsearch, MongoDB and others (fork of Adminer). (Source Code (⭐522)) Apache-2.0/GPL-2.0 PHP

Software / File Transfer - Single-click & Drag-n-drop Upload

• Chibisafe - File uploader service that aims to to be easy to use and set up. It accepts files, photos, documents, anything you imagine and gives you back a shareable link for you to send to others. (Source Code (⭐1.7k)) MIT Docker/Nodejs

Software / Genealogy

• Gramps Web - Web app for collaborative genealogy, based on and interoperable with Gramps, the open source genealogy desktop application. (Demo, Source Code (⭐74)) AGPL-3.0 Docker

Software / Groupware

• Twenty - A modern CRM offering the flexibility of open source, advanced features, and a sleek design. (Source Code (⭐16k)) AGPL-3.0 Docker

Software / Pastebins

• ybFeed (⭐31) - Personal micro feed where you can post snippets of text or images. MIT Go/Nodejs/Docker

9. Awesome Azure Openai Llm

RAG Pipeline & Advanced RAG

• 9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) Systems doc: ReRank, Prompt Compression, Hypothetical Document Embedding (HyDE), Query Rewrite and Expansion, Enhance Data Quality, Optimize Index Structure, Add Metadata, Align Query with Documents, Mixed Retrieval (Hybrid Search) [2 Jan 2024]

The Problem with RAG

• Seven Failure Points When Engineering a Retrieval Augmented Generation System: 1. Missing Content, 2. Missed the Top Ranked Documents, 3. Not in Context, 4. Not Extracted, 5. Wrong Format, 6. Incorrect Specificity, 7. Lack of Thorough Testing [11 Jan 2024]

LlamaIndex

• From Simple to Advanced RAG ref [10 Oct 2023]
  

Vector Database Comparison

• A Comprehensive Survey on Vector Database: Categorizes search algorithms by their approach, such as hash-based, tree-based, graph-based, and quantization-based. [18 Oct 2023]

Microsoft Azure OpenAI relevant LLM Framework / Lucene based search engine with OpenAI Embedding

• TaskWeaver (⭐5.1k): A code-first agent framework which can convert natural language user requests into executable code, with additional support for rich data structures, dynamic plugin selection, and domain-adapted planning process. [Sep 2023]

OpenAI's Roadmap and Products / OpenAI's plans according to Sam Altman

• Sam Altman reveals in an interview with Bill Gates (2 days ago) what's coming up in GPT-4.5 (or GPT-5): Potential integration with other modes of information beyond text, better logic and analysis capabilities, and consistency in performance over the next two years. ref [12 Jan 2024]

OpenAI's Roadmap and Products / OpenAI Products

• ChatGPT Plugin [23 Mar 2023]

• Introducing the GPT Store: Roll out the GPT Store to ChatGPT Plus, Team and Enterprise users GPTs [10 Jan 2024]

Trustworthy, Safe and Secure LLM / GPT series release date

• OpenAI Weak-to-strong generalization: In the superalignment problem, humans must supervise models that are much smarter than them. The paper discusses supervising a GPT-4 or 3.5-level model using a GPT-2-level model. It finds that while strong models supervised by weak models can outperform the weak models, they still don’t perform as well as when supervised by ground truth. git (⭐2.5k) [14 Dec 2023]

• A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models: A compre hensive survey of over thirty-two techniques developed to mitigate hallucination in LLMs [2 Jan 2024]

Build an LLMs from scratch: picoGPT and lit-gpt / GPT series release date

• Build a Large Language Model (From Scratch) (⭐25k):🏆Implementing a ChatGPT-like LLM from scratch, step by step

Evaluating Large Language Models / OSS Alternatives for OpenAI Code Interpreter (aka. Advanced Data Analytics)

• Evaluation Papers for ChatGPT (⭐451) [28 Feb 2023]

10. Awesome Django

Third-Party Packages / Users

• django-guest-user (⭐71) - Allow visitors to use your site like a regular user and register later.

Projects / Boilerplate

• Falco (⭐348) - Enhance your Django developer experience: CLI and Guides for the Modern Django Developer.

11. Awesome Svelte

UI Libraries

• Melt UI (⭐3.2k) - A collection of accessible, reusable, and composable headless component builders and utilities.

• Radix Svelte (⭐473) - An unofficial community-led Svelte port of Radix UI Primitives

12. Awesome Agi Cocosci

Domain Specific Language / Declarative DSL Applications

• Learning the language of viral evolution and escape - Science, 2021. [All Versions]. Natural language processing with two components: grammar (or syntax) and meaning (or semantics) for predicting which viral mutations may lead to viral escape.

Science Logology / AI Assisted Research

• Autonomous chemical research with large language models - Nature, 2023. [All Versions]. An artificial intelligence system driven by GPT-4 that autonomously designs, plans and performs complex experiments by incorporating large language models empowered by tools such as internet and documentation search, code execution and experimental automation.

13. Awesome Opentofu

Community

• OpenTofu Slack

• OpenTofu Twitter

Tools / Environment managers

• tenv (⭐578) - Terraform and OpenTofu version manager written in Go.

14. Awesome Polars

Resources / Blog posts

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

• Great Tables: The Polars DataFrame Styler of Your Dreams - A post that shows how Great Tables package uses polars expressions to make delightful tables by @machow.

15. Awesome Code Review

Tools

• Axolo Github/GitLab Slack integration. Create one ephemeral channel per pull request/ merge request.

16. Awesome Gdpr

Privacy by Design - Guides for developers (art. 25)

• Norwegian DPA - Software development with Data Protection by Design and by Default

17. Awesome Mac

Data Recovery Tools / File Sharing

• Disk Drill - Free data recovery tool. Also has a PRO version.

Utilities / Productivity

• Hyperkey - Lets you convert the caps lock key or any modifier key to the hyper key, all four modifiers combined: ⌃⌥⌘⇧.

• Keyboard Cowboy (⭐687) - The missing keyboard shortcut utility for macOS.

18. Awesome Open Hardware

Talks

• On behalf of mankind: thank you for sharing! - TEDx talk by Jerry de Vos

19. Awesome Ci

• Name: Continuous

  Description: Fully managed GitHub Actions and GitLab CI/CD runners hosted in Europe

  Features:

  Supported repositories: GitHub, GitLab

  Documentation: None

  Price: pricing

  Stars:

20. Awesome Quant

Julia / FrameWorks

• IncTA.jl (⭐16) - Julia Incremental Technical Analysis Indicators

21. Awesome Generative Deep Art

Generative AI history, timelines, maps, and definitions

• 60+ Generative AI Terms You Must Know By Heart: by Analytics Vidhya

Online Tools and Applications

• Clipwing: A tool for cutting long videos into dozens of short clips.

Text-related Generative Tools / Multi-agents

• aiPDF: The most advanced AI document assistant

AI Tools for Research / Multi-agents

• Unlocking productivity and personalizing learning with AI | Microsoft EDU

22. Awesome Ironsworn

Hacks and homebrew / Ironsworn

• Darkest Derelicts - Rules for Starforged, inspired by The Expanse and Alien

• Feats & Favors - Faction and reputation system for Ironsworn and Starforged

23. Awesome Ai4lam

Learning Resources / Introductions to AI

• Elements of AI – free course by MinnaLearn & University of Helsinki

• AI Guide by the AI Pedagogy Project – collection of materials by metaLAB

• Slides from FF23 workshop on Intro to AI for GLAM and shared notes

• Machine Learning 101 – by Jason Mayes from Google

• A Collection of AI Demos to Discover and Explore

Learning Resources / Computer vision

• A Gentle Introduction to Computer Vision – from Machine Learning Mastery

• Computer Vision for the Humanities: An Introduction to Deep Learning for Image Classification – two-part intro by the Programming Historian

Learning Resources / Natural language processing

• A Code-First Introduction to NLP – by Rachel Thomas of fast.ai

• NLP course and associated GitHub repo (⭐9.6k) – by Elena Voita

• NLP accelerated class – by Machine Learning University

• Overview of deep learning techniques applied to NLP (2018)

• Deep Learning for NLP – from Machine Learning Mastery

• Hands-on NLTK Tutorial (⭐539)

• NLP in Python - Quickstart Guide (⭐564)

• Deep Learning for NLP With Pytorch

Learning Resources / Generative AI

• A Very Gentle Introduction to LLMs without the Hype – by Mark Riedl

• A brief introduction to GenAI – by U. Michigan MIDAS

• Understanding LLMs – A Transformative Reading List

• Large Language Model Course (⭐34k)

Learning Resources / Other "awesome" lists in AI and ML

• Awesome Computer Vision (⭐20k)

• Awesome Deep Learning for Natural Language Processing (NLP) (⭐1.3k)

• Awesome Generative AI (⭐5.2k)

• Awesome Jupyter GLAM (⭐19)

• The NLP Index

Tools and Frameworks / Document analysis, transcription, and labeling

• Callico – open-source web platform for document annotation

• Distributed Annotation 'n' Enrichment (DANE) (⭐3) – compute task assignment & file storage for automatic annotation of content (CLARIAH, Norway)

• HTRFLOW demo and associated GitHub repo (⭐24) – explore AI models for Handwritten Text Recogntion (Swedish National Archives)

• Label Studio – data labeling platform to fine-tune LLMs, prepare training data, or validate AI models

• OCR correction – OCR correction tools (Bibliothèque nationale, Luxembourg)

• Surya (⭐9.1k) – multilingual document OCR toolkit with line-level text detection

• Text models from the National Library of Sweden – available on Hugging Face

• Transkribus – transcription, recognition, & searching of historical documents

Tools and Frameworks / Audio and video analysis, transcription, and labeling

• Acoustic models from the National Library of Sweden – available on Hugging Face

• Audiovisual Metadata Platform (AMP) – generation of metadata for discovery & use of digital audio & video collections (Indiana U., USA)

• CAMPI – Computer-Aided Metadata Generation for Photo archives Initiative (Carnegie Mellonw U., USA)

• inaFaceAnalyzer (⭐17) – Python toolbox for face-based description of gender representation in media (Institut National de l'Audiovisuel, France)

• Newspaper Navigator – explore visual & textual content in the Chronicling America digitized newspaper collection (Library of Congress, USA)

• Oodi – virtual information assistant (Helsinki Central Library)

• ReTV – video analysis & summarization (Modul Univesrity, Austria)

Tools and Frameworks / Indexing and classification

• Annif and associated tutorial (⭐36) – tool for automated subject indexing and classification (National Library of Finland)

Tools and Frameworks / Search and retrieval

• GallicaPix – retrieval of heritage images (Bibliothèque nationale de France)

• GallicaSNOOP – framework for large-scale content-based image retrieval (Bibliothèque nationale de France)

• Maken Similarity Service – tools for alternative reading & finding similar photographs (National Library of Norway)

• Semantic search for Nasjonalmuseet’s online collection – open beta test (National Museum of Norway)

• VGG Text Search (VTS) Engine – search for text strings over a user-defined image set

Tools and Frameworks / Applications of Transformers, LLMs, and GPT

• BERTopic – topic modeling technique that leverages Transformers and c-TF-IDF

• Chatbot for Luxembourgish newspapers – uses ChatGPT and understands French, German and English (Bibliothèque nationale de Luxembourg)

• Norwegian Transformer Model (NoTraM) (⭐109) – transformer model for Norwegian and Nordic languages (National Library of Norway)

• Swedish BERT (⭐137) – BERT model for the Swedish language (Royal Library of Sweden)

• Visual AI – open-world interpretable visual transformer (UK)

Datasets / Datasets available elsewhere

• Gensim datasets (⭐965) – repository of datasets for unstructured text processing

• HTR-United – datasets for training transcription or segmentation models

• Kaggle datasets

• nlp-datasets (⭐5.7k) – free/public domain datasets with text data for use in NLP

• Open Library data dumps – from the Internet Archive

• Registry of Open Data on AWS – datasets tagged by topic

Projects, Initiatives, and Case Studies / Project lists & directories

• List of Artificial Intelligence (AI) initiatives in museums – compiled in 2021 by Elena Villaespesa, Oonagh Murphy and Kate Nadel for the Museums+AI Network project.

• Projects in AI Registry (PAIR) – registry of AI projects in higher education (U. Oklahoma Libraries, USA)

Projects, Initiatives, and Case Studies / Select individual projects

• Living with Machines – Turing Institute & British Library

• Machine Learning with Archive Collections

• Vatican Manuscripts – machine transcription in the Vatican Secret Archive

Policies and recommendations / Statements by organizations and government bodies

• ACM TechBrief on Generative AI, by the ACM Technology Policy Council

• Canadian Government Principles for responsible, trustworthy and privacy-protective generative AI technologies

Policies and recommendations / Surveys of policies and recommendations

• A cluster analysis of national AI strategies – Brookings Institute analysis of different countries’ national AI strategies, Dec. 2023

• A principled governance for emerging AI regimes: lessons from China, the European Union, and the United States by R. B. L. Dixon in AI and Ethics, 3, 793–810, 2023

• AI Governance Alliance: Briefing Paper Series – by the World Economic Forum, Jan. 2024

• AI policies across the globe: Implications and recommendations for libraries by L. S. Lo in IFLA Journal, 49(4), 645–649, 2023

• Principled Artificial Intelligence: Mapping Consensus in Ethical and Rights-Based Approaches to Principles for AI by Fjeld et al, Berkman Klein Center Research Publication No. 2020-1, 2020

• What ethics do I need to consider when using AI? – blog posting by Livi Adu, Nov. 2023

Conferences and Workshops / Upcoming Conferences and Workshops

• International Conference on Digital Preservation (iPRES) 2024 – Sep. 16–20 in Ghent & Flanders, Belgium.

Publications and News Sources / Journals and Magazines

• AI Magazine

24. Awesome K6

Examples/Templates

• k6-rollup-example (⭐4) - Example using Rollup to bundle k6 tests.

• Jahmilli/k6-example (⭐9) - Starter template using Vite (Rollup) bundler to write k6 tests in TypeScript.

• agilob/multiscenario-tests - Running multiple scenarios at once.

25. Awesome Ipfs

Services & Platforms

• Apillon - a Web3 development platform, offering IPFS gateways, IPFS file-pinning via Crust network and IPFS powered hosting services for websites and apps.

26. Awesome Vite

Official Resources

• Migration from v4

Templates / Vue 3

• materio-free-vuetify-nuxtjs-admin-template (⭐43) - Vuejs 3, Vite 5, Vuetify 3 & NuxtJS 3.

Framework-agnostic Plugins / Bundling

• vite-plugin-bundle-prefetch (⭐13) - Inject prefetch assets into index.html.

27. Awesome Neovim

Tree-sitter Supported Colorscheme / Diagnostics

• HoNamDuong/hybrid.nvim (⭐86) - A dark theme written in Lua.

Utility / Diagnostics

• echasnovski/mini.nvim#mini.notify (⭐4.7k) - Module of mini.nvim to show one or more highlighted notifications in a single window. Provides maker of vim.notify() implementation and sets up automated LSP progress updates.

CSV Files / Diagnostics

• theKnightsOfRohan/csvlens.nvim (⭐30) - A port of YS-L/csvlens (⭐2.5k), for easy previewing of tabular data.

Code Runner / Diagnostics

• pianocomposer321/officer.nvim (⭐19) - Like dispatch.vim but using overseer.nvim.

28. Awesome Executable Packing

📚 Literature / Documentation

• 🌎 Awesome executable packing (⭐1.1k)

📚 Literature / Scientific Research

• 🎓 An application of machine learning to analysis of packed mac malware (May 2022)

• 📰 Automatic generation of adversarial examples for interpreting malware classifiers (March 2020)

• 📓 Chosen-instruction attack against commercial code virtualization obfuscators (April 2022)

• 🎓 Complexity-based packed executable classification with high accuracy (December 2008)

• 📓 Deceiving portable executable malware classifiers into targeted misclassification with practical adversarial examples (March 2020)

• 📰 Detecting obfuscated malware using reduced opcode set and optimised runtime trace (May 2016)

• ❓ Generating adversarial malware examples for black-box attacks based on GAN (February 2020)

• 📰 An improved method for packed malware detection using PE header and section table information (September 2019)

• ❓ Intriguing properties of adversarial ML attacks in the problem space (March 2020)

• ❓ MAB-Malware: A reinforcement learning framework for attacking static malware classifiers (April 2021)

• 📓 A machine-learning-based framework for supporting malware detection and analysis (September 2021)

• 📰 MaliCage: A packed malware family classification framework based on DNN and GAN (August 2022) ⭐

• ❓ On evaluating adversarial robustness (February 2019)

• 📰 Packer classification based on association rule mining (September 2022) ⭐

• 📓 PackGenome: Automatically generating robust YARA rules for accurate malware packer detection (November 2023) ⭐

• ❓ A survey on adversarial attacks for malware analysis (January 2022)

• 📰 A survey on run-time packers and mitigation techniques (November 2023) ⭐

• 📓 Symbolic execution of obfuscated code (October 2015)

• ❓ Technical report on the cleverhans v2.1.0 adversarial examples library (June 2018)

• 📓 VMHunt: A verifiable approach to partially-virtualized binary code simplification (October 2018)

📑 Datasets / Scientific Research

• MalwareSamples - Bringing you the best of the worst files on the Internet.

• VirusSamples

📦 Packers / After 2010

• OSX_Packer - Binary packer for the Mach-O file format.

• Pakr (⭐6) - In-memory packer for macOS Mach-O bundles.

• VirtualMachineObfuscationPoC - Obfuscation method using virtual machine.

📦 Packers / Between 2000 and 2010

• Laturi - Linker and compressor intended to be used for macOS 1k, 4k and perhaps 64K intros.

🔧 Tools / Before 2000

• VMHunt (⭐171) - Set of tools for analyzing virtualized binary code ; now only supports 32 bit traces.

• yarGen (⭐1.5k) - Generator for YARA rules - The main principle is the creation of yara rules from strings found in malware files while removing all strings that also appear in goodware files.

29. Awesome Cpp

Compression

• Rapidgzip (⭐356) - Gzip Decompression and Random Access for Modern Multi-Core Machines. [Apache-2/MIT]

Inter-process communication

• bRPC (⭐16k) - bRPC is an Industrial-grade RPC framework using C++ Language, which is often used in high performance system such as Search, Storage, Machine learning, Advertisement, Recommendation etc. [Apache2] website

Regular Expression

• SRELL - Unicode-aware regular expression template library for C++. [BSD]

30. Awesome Rust

Applications / Blockchain

• beerus (⭐244) - Beerus is a trustless StarkNet Light Client, ⚡blazing fast ⚡

Applications / Database

• Qrlew/qrlew (⭐39) [qrlew] - The SQL-to-SQL Differential Privacy layer

Applications / Graphics

• wahn/rs_pbrt (⭐805) - Implements a counterpart to the PBRT book's (3rd edition) C++ code.

Applications / Security tools

• arp-scan-rs (⭐85) - A minimalistic ARP scan tool for fast local network scans

31. Awesome Lowcode

AI

• AutoGen (⭐28k) - AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks.

32. Awesome Openstreetmap

Editors / Mobile Editors

• OSM Go! - OSM Go! is an Android application and a Progressive Web Applications (PWA) for contributing to OpenStreetMap. (Android / Source Code (⭐99) / Wiki)

Libraries / Python

• geodesk (⭐34) - Fast and storage-efficient database for OpenStreetMap analysis.

Libraries / Java

• GeoDesk (⭐130) - Fast and storage-efficient database for OpenStreetMap analysis.

33. Awesome Transit

Hardware

• Train departure Display (⭐233) - A replica, near real-time, miniature UK railway station train departure sign based upon a Raspberry Pi Zer0.

Transit Map Creation

• Brand New Subway - An interactive transportation planning game that lets players alter the NYC subway system to their heart's content.

• BENO Metro Mapm Creator - A very old fashioned but classic transit map creator.

• Tennessine Metro Designer - A modern and aesthetically pleasing transit map designer.

• Metro Map Maker   - An open source and simple metro map maker software.

• Metro Dreamin - A modern open source sofware that allows users to create, save, like and share and create interactive transit maps with agents.

• Rail Map Generators - Tool for generating railway maps and information panels in the styles of various cities' public transportation systems.

• MetroSets - A flexible web tool to visualize set systems using the metro map metaphor. Based on this paper

Transit Map Creation / General Drawing Applications for making transit visualizations

• Adobe illustrator - The industry-leading vector graphics software (requres membership plan).

• Inkscape - A free desgn tool similar to Adobe Illustrator.

Transit Map Creation / General GIS Applications for making transit visualizations

• Felt - An aestically pleasing Modern GIS software.

• Google Mymaps - Create and share custom maps with Google My Maps.

• Google Earth - Create and share custom maps with one of the the world's most detailed statelite applications.

Transit Map Aggregation / General GIS Applications for making transit visualizations

• UrbanRail.Net - Worldwide reference map of urban rail transport (metros,trams,commuter rail) with detailed and up-to-date information.

• OpenRailwayMap - Worldwide map of railways using OpenStreetMap data.

• AllRailMap - Another worldwide map of railways using OpenStreetMap data.

• European Railway Atlas -  A reference book of European railway maps that is available for purchase.

• Rail Transit Maps - A collection of railway maps covering Europe (especially Russia).

• Tramscale - Website outlining maps showing the scales of tram systems around the world.

• Timelines - Compare the timelines of Rapid Transit Projects around the world.

• Metrolinemap - Interactive Maps of the world's Metro systems.

• Metrocyclopaedia - 3d maps of metro systems across the world (uses data from Metrolinemap).

• RailFansCanada - Interactive System Map detailing the  the present and future of different urban rail systems in Canada.

• North American Transit - Map of all Passenger Rail in North America including (intercity rail, metros, trams and tourist lines)

• Intercity Rail map - Map of the real time location and schedule information for  Amtrak and Via trains

• Indian Railways Map - Interactive Maps of the Indian Main rail network.

• National Rail Network Map - This map shows the extent and ownership of rail lines in the United States, including passenger and freight lines.

• Ferrocarta - A series of maps covering all of the passenger rail networks in Brazil, Canada and France.

• Train Lookout - A tool to easily Log, map and share your journeys by train.

• Australian Rail Maps -   Detailed Australian railway maps from the national, state and city levels.

• Steam Engine "IS" - Maps of railways in the USSR.

• Carto.Metro - Detailed maps of metro and tram networks of global cities (especially in France).

• Railway Stations - Photos of Railway Stations across the world.

• INAT - Aesthetically pleasing static maps of worldwide metros systems.

• Transit Maps - Critiques and reviews of the design of transit maps from across the world.

• Transit Explorer - A map containing fixed-guideway transit around the world.

• Britsh Railways An interactive map of Great Britain's rail network.

• TransitLand Map - Worldwide map of transit services (which have a GTFS Feed).

• DB InfraGO - Interactive Map of German Rail infrastructure.

• SNCF Carte interactive - Interactive Map of French Rail infrastructure.

• Project Mapping - Schematic maps of UK and worldwide rail networks.

• China Railway Map - An online Interactive map for the passenger railway transportation system of China, presenting station and rail information.

• Canadian Rail Atlas - a user-friendly, interactive map of Canada’s nearly 43,000-kilometre railway network.

• The Rail Map - An Interactive Map with Train lines in North America using data from OpenStreetMap.

• JR pass - Interactive Map of Mainline Rail in Japan.

• Belgian Train Map - The Train Map shows realtime information about SNCB trains on the network such as their position on a map of Belgium.

GTFS Analysis Tools / Ruby

• PTNA - Public Transit Nework Analysis is a open source system for finding and aggregating information about public transportation lines mapped in OSM.

34. Sublime Bookmarks

Extensions / General Purpose

• GitSavvy — git and GitHub integration.

• PlainTasks — an opinionated todo-list.

Fun stuff / Themes

• Cyanide (⭐162) — A minimal dark theme.

35. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• gcloud (⭐3) - Finds the installed gcloud sdk and sources the zsh file there, along with the zsh completions file.

• sail (⭐0) - Adds convenience aliases for sail.

• zeza (⭐2) - Manages and customizes eza (⭐11k), the very colorful ls replacement.

Completions / superconsole - Windows-only

• bitbake (⭐2) - Completions for bitbake.

• supabase (⭐0) - Tab completions for the supabase cli

Themes / superconsole - Windows-only

• ksposh (⭐0) - Includes decorators for python virtual environment, git information, current directory and username.

ZSH Tools / superconsole - Windows-only

• manpage-completion-generator (⭐27) - Generats ZSH completions from man pages. Requires create_manpage_completions.py (⭐25k) which is installed by the fish shell

36. Awesome Dotfiles

Tools / Ansible

• xdg-ninja (⭐2.2k) - A shell script which checks your $HOME for unwanted files and directories.

Miscellaneous / macOS

• A lesson in shortcuts - How the idea of "hidden" or "dot" files was born, by Rob Pike (originally posted on Google+).

37. Awesome D

Tutorials

• DLang YouTube Tutorials from Mike Shah - Series of tutorials covering basic to advanced features of the D programming language and standard library.

38. Free for Dev

APIs, Data, and ML

• Crawlbase — Crawl and scrape websites without proxies, infrastructure, or browsers. We solve captchas for you and prevent you from being blocked. The first 1000 calls are free of charge.

Tools for Teams and Collaboration

• GitBook — Platform for capturing and documenting technical knowledge — from product docs to internal knowledge bases and APIs. Free plan for individual developers.

CMS

• WPJack - Set up WordPress on any cloud in less than 5 minutes! The free tier includes 1 server, 2 sites, free SSL certificates, and unlimited cron jobs. No time limits or expirations—your website, your way.

Analytics, Events and Statistics

• Statsig - All-in-one platform spanning across analytics, feature flagging, and A/B testing. Free for up to 1m metered events per month.

Other Free Resources

• 360Converter - Free tier useful website to convert: Video to Text && Audio to Text && Speech to Text && Real-time Audio to Text && YouTube Video to Text && add Video Subtitle. Maybe it will be helpful in a short video conversion or in a short youtube tutorial:)

39. Awesome Plotters

Software / HPGL

• Chiplotle3 (⭐7) - Chiplotle fork updated for Python 3.x compatibility.

40. Awesome Golem

Golem

• Golem Network Discord - Join the Golem Network community on Discord and chat directly with the team.

Developer and Requestor Resources

• Golem Docs - A manual for Golem (both for Requestors and Providers).

• Python API Reference - Yapapi API Reference.

• JS Requestor Quickstart - Get started quickly and create your first tasks/request on Golem.

Provider Resources

• Provider Tutorial - Get started as a Provider on Golem Network using the handbook.

Presentations and Workshop Material

• Golem: Distributed parallel computing with JavaScript - Presentation from Grzegorz Godlewski on Distributed Parallel Computing with JavaScript, based on Golem Network (meet.js Summit 2023).

Apps / Password Recovery

• Yacat - Hashcat password-recovery step-by-step.

41. Awesome V

Interpreters/Compilers

• Aixt (⭐54) - Programming framework for microcontrollers based on a V-based language and written in V.

Utilities

• v-nodejs-addon (⭐3) - An demo of how to create a Node.js addon with V.

42. Awesome Docker

Registry / Other

• Gitea Container Registry - Integrated Docker registry in Gitea, ideal for private, small-scale image hosting.

• GitHub Container Registry - GitHub's solution for storing and managing Docker images, with tight integration into GitHub Actions.

CI/CD / Other

• dockcheck (⭐886) - A script checking updates for docker images without pulling then auto-update selected/all containers. With notifications, pruning and more.

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