Awesome List Updates on Apr 24 - Apr 30, 2023

42 awesome lists updated this week.

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1. Awesome Docker

Orchestration

• Ansible Linux Docker (⭐30) - Run Ansible from a Linux container. By @Peco602

Security

• dvwassl (⭐6) - SSL-enabled Damn Vulnerable Web App to test Web Application Firewalls. By @Peco602

Development Environment / Other

• Rust Universal Compiler (⭐33) - Container solution to compile Rust projects for Linux, macOS and Windows. By @Peco602

2. Awesome Ansible

Tools

• ansible-roster - Ansible Roster inventory plugin to generate inventory from a host oriented yaml file. Supports ranges, regex hostnames, file inclusions, and variable merging.

• Monkeyble - A callback plugin that allow to execute end-to-end tests on playbooks with a Pythonic testing and CI/CD approach to detect regressions.

3. Awesome Ironsworn

Hacks and homebrew / Ironsworn

• Stonebound - A stone-age stone and sorcery setting for Ironsworn

4. Awesome Math

Youtube Series

• StatQuest

5. Awesome Javascript

Type Checkers

• Flow.js - A static type checker for JavaScript from Facebook.

Generators / Other

• Next.js (⭐133k) - React powered static site generator, and they say "All the tools you need to make the Web. Faster.".

6. Awesome Music

Audio Editing

• TuneFlow - a next-gen DAW that helps you generate melody, beats, or a whole song, while still being able to edit them.

Music Programming

• tuneflow-py (⭐842) - python plugin SDK for the next-gen DAW, that allows you to program your music algorithms & AI models into all stages of music production

7. Awesome Developer First

Mail

• Imitate Email - End-to-end email testing tool.

8. Awesome Privacy

Midjourney

• Stable Diffusion (⭐41k) - High-Resolution Image Synthesis with Latent Diffusion Models.
  • Stable Diffusion Web UI (⭐154k) - A browser interface for Stable Diffusion.

Text to Speech

• Bark (⭐38k) - Bark can be run 100% locally and can generate highly realistic, multilingual speech as well as other audio - including music, background noise and simple sound effects.

• Piper (⭐9.6k) - A fast, local neural text to speech system that sounds great and is optimized for the Raspberry Pi 4.

• Espeak (⭐5.3k) - eSpeak NG is an open source speech synthesizer that supports more than hundred languages and accents. Voices will sound rather robotic.

9. Awesome Newsletters

Miscellaneous / Svelte

• News Minimalist. A curated newsletter utilizing AI (ChatGPT-4) to deliver only the most significant news. By analyzing 1000 top articles daily, it ensures subscribers stay informed without wasting time on unimportant updates.

10. Awesome Security

EBooks / Online resources

• Node.js Secure Coding: Defending Against Command Injection Vulnerabilities - Learn secure coding conventions in Node.js by executing command injection attacks on real-world npm packages and analyzing vulnerable code.

11. Awesome Python Data Science

Quantum Computing / Synthetic Data

• qiskit (⭐6.3k) - Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and application modules.

12. Awesome Wardley Maps

Maps in the Wild

• How to Build a YouTube Video Query AI Model on Wardley Mapping with Python and OpenAI - Blog post on how to create a question & answer application AI app using OpenAI, Streamlit and Python. Full source code provided.

• How to Create a Powerful Chatbot in Minutes with Streamlit and OpenAI GPT-3.5 - Blog post on how to create a Wardley Map chatbot using OpenAI, Streamlit and Python. Full source code provided.

13. Awesome Polars

Talks and videos / Miscellaneous

• Polars vs Pandas | detailed test with explained results ⏳ 22 min - A video that presents 8 distinct tests which demonstrates differences between Pandas and Polars by @vb100. Associated github repo is here (⭐0).

14. Awesome Langchain

LangChain Framework

• LangChain.js (⭐15k): the js brother ✨

Tools / Low-code

• Langflow (⭐84k): LangFlow is a UI for LangChain

Tools / Services

• LlamaHub (⭐3.5k): a library of data loaders for LLMs made by the community

• Auto-evaluator (⭐1.1k): a lightweight evaluation tool for question-answering using Langchain

• Langchain visualizer (⭐734): visualization and debugging tool for LangChain workflows

• LLM Strategy (⭐399): implementing the Strategy Pattern using LLMs

• datasetGPT (⭐301): A command-line interface to generate textual and conversational datasets with LLMs.

Tools / Agents

• ThinkGPT (⭐1.6k): Agent techniques to augment your LLM and push it beyond its limits

• Camel-AutoGPT (⭐1.2k): role-playing approach for LLMs and auto-agents like BabyAGI & AutoGPT

• PyCodeAGI (⭐185): A small AGI experiment to generate a Python app given what app the user wants to build

Tools / Templates

• create-t3-turbo-ai (⭐349): t3 based, Langchain-friendly boilerplate for building type-safe, full-stack, LLM-powered web apps with Nextjs and Prisma

• LangChain.js LLM Template (⭐325): LangChain LLM template that allows you to train your own custom AI LLM model.

• Streamlit Template (⭐286): template for how to deploy a LangChain on Streamlit

• Codespaces Template (⭐112): a Codespaces template for getting up-and-running with LangChain in seconds!

• Gradio Template (⭐135): template for how to deploy a LangChain on Gradio

Open Source Projects / Other / Chatbots

• Paper QA: LLM Chain for answering questions from documents with citations

• Chat Langchain (⭐6k): locally hosted chatbot specifically focused on question answering over the LangChain documentation

• Book GPT (⭐434): drop a book, start asking question.

• Doc Search (⭐600): converse with book - Built with GPT-3

• Fact Checker (⭐301): fact-checking LLM outputs with langchain

• QABot (⭐244): Query local or remote files or databases with natural language queries powered by langchain and openai

• FlowGPT (⭐296): Generate diagram with AI

• langchain-text-summarizer: A sample streamlit application summarizing text using LangChain

Other LLM Frameworks / Videos Playlists

• LlamaIndex (⭐43k): provides a central interface to connect your LLM's with external data.

• Semantic Kernel (⭐25k): Microsoft C# SDK to integrate cutting-edge LLM technology quickly and easily into your apps

• Promptify (⭐4k): Prompt Engineering | Use GPT or other prompt based models to get structured output.

• PromptSource (⭐2.9k): About Toolkit for creating, sharing and using natural language prompts.

• Agent-LLM (⭐3k): An Artificial Intelligence Automation Platform.

• MiniChain (⭐1.2k): A tiny library for coding with large language models.

• Griptape (⭐2.3k): Python framework for AI workflows and pipelines with chain of thought reasoning, external tools, and memory.

Complement to this list / Videos Playlists

• Awesome LLM (⭐24k): Awesome-LLM: a curated list of Large Language Model resources.

• LLaMA Cult and More (⭐445): Keeping Track of Affordable LLMs, 🦙 Cult and More

15. Awesome Generative Deep Art

Large Language Models (LLMs)

• [🔥🔥🔥] Mooler0410/LLMsPracticalGuide (⭐10k): list of practical guide resources of LLMs based on the paper Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

• hpcaitech/ColossalAI (⭐41k): Making large AI models cheaper, faster and more accessible

• microsoft/LoRA (⭐12k): Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"s

Related Awesome Lists / Deforum

• kyrolabs/awesome-langchain (⭐8.5k): 😎 Awesome list of tools and project with the awesome LangChain framework

Image Segmentation / Deforum

• AudioGPT | arxiv: Understanding and Generating Speech, Music, Sound, and Talking Head [code] (⭐10k) [demo]

16. Awesome Web Archiving

Tools & Software / Acquisition

• Scoop (⭐162) - High-fidelity, browser-based, single-page web archiving library and CLI for witnessing the web. (Stable)

17. Awesome Django

Third-Party Packages / Configuration

• environs (⭐1.3k) - Simplified environment variable parsing that comes with a Django helper (⭐1.3k) that installs additional packages.

18. Awesome Network Analysis

Books / Dissemination

• Linked: The New Science of Networks, by Albert-László Barabási (2002).

Books / General Overviews

• Networks, Crowds, and Markets: Reasoning About a Highly Connected World, by David Easley and Jon Kleinberg - Full pre-publication draft (review; 2010).

• The SAGE Handbook of Social Network Analysis, edited by John Scott and Peter J. Carrington (2011).

• Social and Economic Networks, by Matthew O. Jackson (2008).

• Social Network Analysis with Applications, by Ian McCulloh, Helen Armstrong and Anthony Johnson (2013).

Books / Method-specific

• Inferential Network Analysis, by Skyler J. Cranmer, Bruce A. Desmarais and Jason Morgan (2020).

• Network Analysis in Archaeology, edited by Carl Knappett (2013; review in French).

• Understanding Large Temporal Networks and Spatial Networks, by Vladimir Batagelj et al. (2014).

Courses / Topic-specific

• Complex Networks, by Rémy Cazabet (University Lyon 1 and ENS Lyon, 2022).
  • Network Science CheatSheets (⭐25).

• Graphs and Networks, by Dan Spielman (Yale University, 2013).

• Network Analysis and Modeling (Computer Science), by Aaron Clauset - Full lecture slides and readings (University of Colorado, 2022).

• Network Science (Computer Science), by Constantine Dovrolis - Mostly open access readings (Georgia Tech, 2015).

Datasets / Topic-specific

• Hetionet: an integrative network of disease (⭐292) - A complex biological network, available in multiple formats, including JSON and Neo4j.

• KONECT - The Koblenz Network Collection - Includes, among other things, networks of collaboration in DBpedia and Wikipedia, GitHub (companion handbook).

• Mangal - Online platform to analyze, archive and share ecological network data (preprint, Python package (⭐2), R package (⭐14)).

• Manlio De Domenico’s Complex Multilayer Networks.

• Network Science Book - Network Datasets - Network data sets from Albert-László Barabási’s Network Science book. Includes data on IMDB actors, arXiv scientific collaboration, network of routers, the US power grid, protein-protein interactions, cell phone users, citation networks, metabolic reactions, e-mail networks, and nd.edu Web pages.

• State Networks - US state-to-state relational variables, including borders, travel, trade and more.

• UC Berkeley Social Networks Study (UCNets) - Ego-centric data (personal networks) from a five-year panel study.

Journals / Topic-specific

• Connections (INSNA). Twitter: @ConnectionsSNA.

• IEEE Transactions on Network Science and Engineering (IEEE).

Professional Groups / Topic-specific

• AFS RT 26 “Réseaux sociaux” - Thematic Network of the French Sociological Association (AFS), in French (old website).

• GDR ARSHS - GDR Analyse de réseaux en sciences humaines et sociales, in French - Research group based in Paris.

• Groupe FMR - Flux, Matrices, Réseaux, in French. Twitter: @BaugLaurent.

• INSNA - International Network for Social Network Analysis (SOCNET mailing-list). Twitter: @SocNetAnalysts.

• Mathematical Sociology Section of the American Sociological Association (ASA). Twitter: @Math_Sociology.

• NetSci - Network Science Society. Twitter: @netscisociety.

• Society of Young Network Scientists (SYNS). Supports early-career network scientists. Twitter: @official_SYNS.

Professional Groups / Research Groups (Other)

• MelNet Social Network Research Group, Swinburne University of Technology. Twitter: @melnetsna.

• Mitchell Centre for Social Network Analysis, University of Manchester - Currently studies covert networks. Twitter: @MitchellSNA.

• NetLab - Research network at the University of Toronto, led by Barry Wellman.

Review Articles / Archeological and Historical Networks

• Analyse de réseaux et histoire, in French (Revue d’histoire moderne et contemporaine, 2005).

• Analyser les réseaux du passé en archéologie et en histoire, in French (Les Nouvelles de l’Archéologie, 2014).

• Formale Methoden der Netzwerkanalyse in den Geschichtswissenschaften: Warum und Wie? [Formal Network Methods in History: Why and How?], in German (preprint in English; Österreichische Zeitschrift für Geschichtswissenschaften, 2012).

• Graph Theory and Networks in Biology (preprint; IET Systems Biology, 2007).

• Introduction à la visualisation de données : l’analyse de réseau en histoire, in French (Geschichte und Informatik, 2015).

• Introduction : où en est l’analyse de réseaux en histoire ? [Introducción: ¿en qué punto se encuentra el análisis de redes en Historia?], in French and Spanish (REDES, 2011).

• Networks and History (Complexity, 2002).

• Networks of Power in Archaeology (Annual Review of Anthropology, 2014).

• Netzwerkanalyse in den Geschichtswissenschaften. Historische Netzwerkanalyse als Methode für die Erforschung von historischen Prozessen, in German (Prozesse. Formen, Dynamiken, Erklärungen, 2015).

• Thinking Through Networks: A Review of Formal Network Methods in Archaeology (Journal of Archaeological Method and Theory, 2013).

Review Articles / Bibliographic, Citation and Semantic Networks

• Assessing Impact and Quality from Local Dynamics of Citation Networks (Journal of Informetrics, 2012).

• Atypical Combinations and Scientific Impact (Science, 2013).

• On Bibliographic Networks (Scientometrics, 2013).

• Extracting Citation Networks from Publications in Classics (Digital Humanities Quarterly, 2016).

• Self-Citations, Co-Authorships and Keywords: A New Approach to Scientists’ Field Mobility? (Scientometrics, 2007).

• Socio-Semantic Frameworks (preprint; Advances in Complex Systems, 2013).

• Socio-Semantic Modeling of Epistemic Communities (APSA, 2014).

• Tradition and Innovation in Scientists’ Research Strategies (Annual Review of Sociology, 2015).

Review Articles / Biological, Ecological and Disease Networks

• Interactome Networks and Human Disease (Cell, 2011).

• Network Analysis: An Integrative Approach to the Structure of Psychopathology (Annual Review of Clinical Psychology, 2013).

• Network Biology: Understanding the Cell’s Functional Organization - Accessible introduction to (cellular) network analysis (Nature Reviews Genetics, 2004).

• Network Medicine: A Network-based Approach to Human Disease (Nature Review Genetics, 2011).

• Social Networks and the Spread of Infectious Diseases: the AIDS Example (Social Networks, 1985).

• Structure and Dynamics of Molecular Networks: A Novel Paradigm of Drug Discovery. A Comprehensive Review - Also includes an impressive list of network analysis software (Pharmacology & Therapeutics, 2013).

Review Articles / Complex and Multilayer Networks

• The Architecture of Complexity - From network theory to complexity theory (IEEE Control Systems Magazine, 2007).

• Complex Systems and Networks (special issue of Science, 2009).

• Statistical Mechanics of Complex Networks (Reviews of Modern Physics, 2002).

• The Structure and Function of Complex Networks (SIAM Review, 2003).

Review Articles / Ethics of Network Analysis

• A Cautionary Note on Data Inputs and Visual Outputs in Social Network Analysis (SNA) (preprint; British Journal of Management, 2014).

• Ethical Dilemmas in Social Network Research (special issue of Social Networks, 2005).

Review Articles / Network Modeling

• Introduction to Stochastic Actor-Based Models for Network Dynamics (preprint; Social Networks, 2010).

• Navigating the Range of Statistical Tools for Inferential Network Analysis (American Journal of Political Science, 2017).

• Social Network Evolution and Actor Oriented Models (Mathematics & Social Sciences, 1997).

• Statistical Models for Social Networks (Annual Review of Sociology, 2011).

• A Survey of Statistical Network Models - Book-length review (preprint; Foundations and Trends in Machine Learning, 2010).

• A Unified View of Generative Models for Networks: Models, Methods, Opportunities, and Challenges (video presentation; NIPS 2014 workshop on “Networks: From Graphs to Rich Data”).

Review Articles / Social, Economic and Political Networks

• A propos de la notion de rôle dans l’analyse des relations sociales (Mathématiques et sciences humaines, 2011).

• Brokerage (Annual Review of Sociology, 2012).

• Birds of a Feather: Homophily in Social Networks (Annual Review of Sociology, 2001).

• Network Analysis and Political Science (Annual Review of Political Science, 2011).

Selected Papers / Social, Economic and Political Networks

• Coauthorship and Citation Patterns in the Physical Review, by Travis Martin et al. - Highly typical study of scientific publishing productivity and collaboration through temporal network analysis (preprint; Physical Review E, 2013).

• La notion de réseau complexe : du réseau comme abstraction et outil à la masse de données des réseaux sociaux en ligne, by Alain Barrat, in French - Accessible introduction to the study of complex networks (Communication & Organisation, 2013).

• Network Analysis, Culture, and the Problem of Agency, by Mustafa Emirbayer and Jeff Goodwin (American Journal of Sociology, 1994), and Manifesto for a Relational Sociology, by Mustafa Emirbayer (American Journal of Sociology, 1997) - Sociological foundations for a science of social ties.

• Node Centrality in Weighted Networks: Generalizing Degree and Shortest Paths, by Tore Opsahl, Filip Agneessens and John Skvoretz - Explores the generalization of network centrality and distance measures to (positively) valued graphs (Social Networks, 2010; companion website).

• Scale-Free Networks, by Albert-László Barabási and Eric Bonabeau - Early, accessible formulation of the “networks are everywhere” argument (Scientific American, 2003).

• The Performativity of Networks, by Kieran Healy - Network analysis meets science studies: social networks, like financial markets, are highly subject to performativity, i.e. the possibility that reality might be altered by its theoretical inquiry (European Journal of Sociology, 2015).

• The Ties that Divide: A Network Analysis of the International Monetary System, 1890–1910 (The Journal of Economic History, 2005) and The Empirics of International Currencies: Network Externalities, History and Persistence (The Economic Journal, 2009), both by Marc Flandreau and Clemens Jobst - Network analysis of the foreign exchange system in the late 19th century (data).

• Topics in Social Network Analysis and Network Science, by A. James O’Malley and Jukka-Pekka Onnela - 50-page introduction to network analysis, with just the right amount of detail on all aspects of it (The Handbook of Health Services Research, forthcoming 2017).

Software / Social, Economic and Political Networks

• EgoWeb - Server-side software for social network data collection and processing.

• Graphia - Cross-platform tool to visualize large and complex networks (announcement).

• Pajek - Windows program for large network analysis, free for noncommercial use.
  • Analyse des réseaux : une introduction à Pajek, in French (2011).
  • La détection de communautés avec Pajek 3.6, in French (2012).

• Palladio - Web-based spatial network visualization tool by the Humanities + Design research lab at Stanford University.

• PARTNER - Program to Analyze, Record, and Track Networks to Enhance Relationships - Excel-based tool for building networks from surveys.

• PIGALE - Public Implementation of a Graph Algorithm Library and Editor - Windows program and C++ library to analyze planar graphs.

• qgis-edge-bundling (⭐65) - Implementation of force-directed edge bundling for the QGIS Processing toolbox.

• Radatools - Set of tools intended for the analysis of complex networks, built on top of Radalib, a library written in Ada.

• Retina - Web application to share GEXF and GraphML network visualizations.

• SageMath - Free open-source mathematics software with extensive graph capabilities.

• Segrada - Cross-platform tool to build and visualize semantic graph databases.

• Siena - Simulation Investigation for Empirical Network Analysis. Formerly a Windows program, now developed as the RSiena R package.

• SocNetV - Social Network Visualizer - Cross-platform program that includes a simple Web crawler to construct hyperlink networks.

• Visone - Cross-platform Java network analysis and visualization program, free for noncommercial use.
  • Visone Tutorials - Including one using an archaeological case study (2017).

• VOSviewer - Cross-platform Java tool for constructing and visualizing bibliometric networks.

Software / Algorithms

• CONGA and CONGO - Algorithms to detect overlapping communities in networks, written in Java.

• Linkcomm - Link Communities in Complex Networks (⭐96) - Community detection algorithms, available in C++, Python and R.

• MixNet - Erdös-Rényi Mixture Model for Networks - Community detection method, available in C++ and R.

• vbmod: Variational Bayesian Inference for Network Modularity - MATLAB and Python implementations of a Bayesian community detection algorithm.

Software / C / C++

• BGL - Boost Graph Library - C++ library that provides a generic interface to access graph structures.

• igraph - C library of network analysis tools; also exists as packages for Python and R.

• MapEquation - C++ code for the Infomap method of multilevel community detection.

• Louvain Method - C++ code for the Louvain multi-level community detection algorithm.

• networks.tb - C program designed for analyzing socio-semantic networks. Runs on Linux and Mac OS X.

• OGDF - Open Graph Drawing Framework - Self-contained C++ class library for diagram, network and tree layouts.

• Walktrap - C++ program that implements the WalkTrap community detection algorithm.

Software / Java

• GraphStream - Java library for the modeling and analysis of dynamic graphs.

Software / JavaScript

• Cytoscape.js - Network analysis and visualization library.

• GENSI - JavaScript graphical tool to collect ego-centered network data (paper).

• GoJS - Visualization library to draw diagrams and several types of network layouts.

• greuler - Visualization library to build and manipulate graphs through a simple API. Powered by d3.js and WebCola.

• Popoto.js (⭐523) - Library based on d3.js that provides a graph based search interface.

• Sigma - JavaScript library dedicated to graph drawing.

• vis.js - JavaScript library with network visualization capabilities.

Software / Julia

• Graphs.jl (⭐204) - Package to manipulate graph objects in Julia.
  • Creating Network Diagrams in Plotly from Julia.
  • MetaGraphs (⭐66) - Graph data structures with multiple heterogeneous metadata for Graphs.jl.

Software / MATLAB

• MatlabBGL - Graph library based on the C++ Boost Graph Library.

Software / Python

• bokeh - Python library for interactive data visualization in the browser, with support for networks.

• cdlib (⭐399) - Python community detection library, with 60+ methods and evaluation/visualization features.

• nngt - Library-agnostic graph generation and analysis that wraps around networkx, igraph and graph-tool). Includes normalized graph measures, advanced visualizations, (geo)spatial tools, and interfaces for neuroscience simulators.

• python-louvain - A solid implementation of Louvain community detection algorithm.

• scipy.sparse.csgraph - Fast graph algorithms based on sparse matrix representations.

• tnetwork (⭐16) - Python library for temporal networks, and dynamic community detection in particular.

Software / R

• Bergm - Tools to analyse Bayesian exponential random graph models (BERGM). Related Twitter: @BayesianSNA.

• brainGraph - Tools for performing graph theory analysis of brain MRI data.

• dodgr - Computes distances on dual-weighted directed graphs, such as street networks, using priority-queue shortest paths.

• egor - Tools for importing, analyzing and visualizing ego-centered network data, in various formats.

• EpiModel - Tools for simulating mathematical models of infectious disease dynamics (presentation paper).

• ergMargins - Process analysis for ERGMs.

• ergmito - ERGMs for small networks.

• fergm - Frailty ERGMs.

• geomnet - Single-geometry approach to network visualization with ggplot2.

• ggnetwork - Multiple-geometries approach to plot network objects with ggplot2.

• ggraph - Grammar of graph graphics built in the spirit of ggplot2. See also: tidygraph R package.

• migraph - A set of tools that extend common social network analysis packages for analysing multimodal and multilevel networks.

• networkD3 - Create d3.js network graphs from R.

• relevent - Tools to fit relational event models (REM).
  • informR - Tools to create sequence statistics from event lists to be used in relevent.

• spnet - Methods for visualizing spatial networks on maps in the sp class.

• spNetwork - Methods for spatial network analysis, including e.g. kernel density estimation, distances and point pattern analysis.

• statnet - The project behind many R network analysis packages (mailing-list, tutorials/workshops).
  • Exponential Random Graph Models (ERGMs) Using statnet (2022).
  • Guides for Using the statnet Package (2010).
  • Modeling Valued Networks with statnet (2022).

• tidygraph - ‘Tidy’ approach to building graph structures. See also: ggraph R package.
  • Introducing tidygraph
  • Tidying up your network analysis with tidygraph and ggraph

Software / Syntaxes

• JGraphT - Java graph library for graph data structures and algorithms (example algorithms (⭐9)).

• JUNG - Java Universal Network/Graph Framework - Extensible library to represent network objects.

Varia / Tutorials

• (Psychological) Network Analysis Workshops - 3-day workshop on psychological network analysis using R (2019).

• Visualizing Historical Networks - Historical network research projects at Harvard University.
  • Angoulême in 1764.
  • Economists in Cambridge.
  • The Inner Life of Empires: An Eighteenth Century History.

Varia / Blog Series

• Blog Posts About Networks by François Briatte, in French.

• Daniel Little’s blog posts on the philosophy of social science:
  • Networks.
  • Social Networks.

• Martin Grandjean’s blog posts about (mostly) network visualization, in English and French:
  • Network Analysis.
  • Social Networks.

• Networks Demystified, a series of blog posts by Scott B. Weingart.

• Netze und Netzwerke, in English and German - Blog on the history of network analysis, by Sebastian Gießmann (old blog).

• R / Notes: Networks - Blog posts focused on manipulating networks in R, by François Briatte.

• Yannick Rochat’s blog posts about digital humanities, in English and French:
  • Character Networks.
  • Network Analysis.

Varia / Fictional Networks

• Character Co-Occurrences in Victor Hugo’s Les Misérables, plotted as an adjacency matrix, written in Python (+ Javascript).

• Network Visualization: Mapping Shakespeare’s Tragedies.

• Social Network Analysis of Alice in Wonderland.

• Universal Properties of Mythological Networks (preprint).

Varia / Network Science

• From Albert-László Barabási’s review articles:
  • Taming Complexity.
  • The Network Takeover.

• The Invasion of the Physicists - How “network science” came up.

• Isolated Social Networkers, Networks and Netwars and The Inter-Disciplinary Politics of Interdisciplinary Research or, “Hey, That Was My Idea First.” - Series of blog posts that predate the advent of “network science” as a buzzword, but that touch upon the same issues as those now being discussed under that heading.

• Predicting Highly Cited Papers - Prediction of the next highly cited papers in network science.

Varia / Two-Mode Networks

• L’analyse des graphes bipartis, in French (2013).

• Basic Notions for the Analysis of Large Two-mode Networks (preprint, related code; Social Networks, 2008).

• Generalized Blockmodeling of Two-mode Network Data (preprint).

• Generalized Two-Mode Cores.

19. Awesome Cpp

Debug

• Catch2 (⭐20k) - A modern, C++-native, test framework for unit-tests, TDD and BDD. [Boost]

20. Awesome Digital History

Archives and primary sources / Asia

• FOCAL - The Asia Directories and Chronicles is a reference work for foreign traders in the Asian region, published annually by the Hong Kong Daily Press, annually between 1863 and 1941.

Archives and primary sources / Global

• Fxtop - Forex rate history since 1953.

Archives and primary sources / Great Britain

• National Records of Scotland - Repository for the public and legal records of Scotland.

• The National Archives - A non-ministerial department, and the official archive and publisher for the UK Government, and for England and Wales.

• The Proceedings of the Old Bailey - London's Central Criminal Court, 1674 to 1913.

Archives and primary sources / Netherlands

• Delpher - Dutch newspapers, books and magazines.

• Nationaal Archief - Rich collection of the National Archives of the Netherlands.

Archives and primary sources / North America

• Ad*Access - U.S. and Canadian advertisements covering five product categories - Beauty and Hygiene, Radio, Television, Transportation, and World War II propaganda - dated between 1911 and 1955.

• David Rumsey Map Collection - Historical maps collection.

• Digital Transgender Archive - Wide range of trans-related digitized historical materials, born-digital materials, and information on archival holdings throughout the world.

• HathiTrust - A not-for-profit collaborative of academic and research libraries preserving and making accessible millions of digitized items.

• Perry-Castañeda Library Map Collection - Online collection of scanned maps.

Archives and primary sources / Switzerland

• Année Politique Suisse - Sources and database for swiss socio-political topics.

• arCHeco - Index of economic collections in archives of Switzerland and Liechtenstein.

• e-codices - Virtual manuscript library of Switzerland.

• histHub - The platform manages authority files on Swiss history.

• MEMOBASE - Provides access to audiovisual documents from Swiss memory institutions.

• Sammlung Schweizerischer Rechtsquellen online - Retrodigitalisierte und digitale Editionseinheiten der Schweizerischen Rechtsquellen. Ediert wird rechtshistorisches Quellenmaterial vom Mittelalter bis in die Frühe Neuzeit (1798).

Learning / Switzerland

• Crafting Digital History - A Workbook for Methods and Readings in Digital History.

• Digital History Guide - Introduction to the web for historians, who wish to produce online historical work.

• HIST 7370 - Online course for Methods and Readings in Digital History.

• History Toolkit - History Toolkit for Students.

• Local Linkages - Professional development curriculum to introduce to historical research methods and digital history skills.

• Python für Historiker:innen - The Jupyter Book (in German language) is aimed at historians who are looking for a first application-oriented and interactive introduction to the Python programming language.

More Awesome / Switzerland

• Data Visualization (⭐4k) - A curated list of awesome open-source data visualizations frameworks, libraries and software.

• Research Tools (⭐2.3k) - A list of tools for research.

• Scientific Writing (⭐820) - Scientific writing can extend beyond LaTeX, made possible by formats, such as Markdown (and its many flavours), reStructuredText and Jupyter notebooks.

21. Awesome Eslint

Plugins / Frameworks

• Svelte (⭐349) - Linting rules for Svelte v3 Components.

22. Awesome Orgs

Web

• Mdx-js - Markdown for the component era.

23. Awesome Tmux

Tools and session management

• disconnected (⭐17) A session manager written in Deno with json as the config files

24. Awesome React

React General Resources

• React Conferences

• React CodeSandbox Playground

React State Management and Data Fetching

• redux (⭐61k) - Predictable State Container for JavaScript Apps

• mobx (⭐28k) - Simple, scalable state management

• zustand (⭐53k) - Bear necessities for state management in React

• tanstack-query (⭐46k) - Powerful asynchronous state management

• swr (⭐32k) - React Hooks for Data Fetching

• apollo-client (⭐20k) - A fully-featured, production ready caching GraphQL client

• relay (⭐19k) - A framework for building data-driven React applications

• jotai (⭐20k) - Primitive and flexible state management for React

• xstate (⭐28k) - State machines and statecharts for the modern web

• effector (⭐4.7k) - Business logic with ease

• immer (⭐28k) - Create the next immutable state by mutating the current one

• immutable-js (⭐33k) - Immutable persistent data collections for Javascript

• rxdb (⭐22k) - A fast, offline-first, reactive database for JavaScript Applications

React Maps

• react-map-gl (⭐8.2k) - React friendly API wrapper around MapboxGL JS

• react-leaflet (⭐5.4k) - React components for Leaflet maps

React Charts

• recharts (⭐26k) - Redefined chart library built with React and D3

• visx (⭐20k) - Visualization components

• victory (⭐11k) - A collection of composable React components for building interactive data visualizations

• react-vis (⭐8.8k) - Data Visualization Components

• nivo (⭐14k) - Provides a rich set of data visualization components built on top of the D3 and React libraries

React Renderers

• react-three-fiber (⭐29k) - A React renderer for Three.js

• ink (⭐30k) - React for interactive command-line apps

• remotion (⭐23k) - Make videos programmatically with React

• react-pdf (⭐16k) - Create PDF files using React

• react-figma (⭐2.6k) - A React renderer for Figma

React Native General Resources

• Expo Snack Playground

React Native Navigation

• react-navigation (⭐24k) - Routing and navigation for your React Native apps

React Native Awesome Components

• react-native-vector-icons (⭐18k) - Customizable Icons for React Native

React Native Libraries

• realm-js (⭐5.9k) - A mobile database: an alternative to SQLite & key-value stores

• react-native-device-info (⭐6.6k) - Device Information for React Native iOS and Android

25. Awesome Vue

Resources / Examples

• Vitesse-lite Starter (⭐1.2k) ⛺️ Lightweight version of Vitesse (Vue 3 Starter)

26. Awesome Algorand

Deployment & Environment / Visual Studio

• Official Algod Container - Algod Docker Hub image from Algorand Inc.

• Official Conduit Container - Conduit Docker Hub image from Algorand Inc.

27. Awesome Svelte

UI Libraries

• Flowbite Svelte - Open-source Svelte UI components built with Tailwind CSS and Flowbite.

28. Open Source Flutter Apps

Contents / Personalization

• LifeList (⭐43) - Plan, Track, and Achieve Your Life Goals Effortlessly by Ayush Pawar

29. Awesome Clean Tech

More Resources / Social Impact

• ClimateTechList - curated list of ~50 climatetech companies, specific to software engineers, with descriptions of each company, their software impact, and climate impact.

30. Awesome Cl

Miscellaneous

• ⭐ CommonQt (⭐120) - A Common Lisp binding for Qt4 via QtSmoke. FreeBSD.
  • CommonQt5 (⭐34) - bindings for Qt5.
    • warn: currently difficult to install. Used in production© by SISCOG.

31. Static Analysis

Other / Other

• Steampunk Spotter ©️ — Ansible Playbook Scanning Tool that analyzes and offers recommendations for your playbooks.

32. Urban and Regional Planning Resources

Planning Data Specifications / Transportation

• GTFS-flex (⭐119) - A data format that models flexible public transportation services (microtransit/paratransit) as an extension to GTFS.

33. Awesome Webaudio

Packages / Apps

• Audio-motion interface (⭐49) - A web synthesizer that generates sound using smartphone gestures in the space.

34. Free for Dev

Miscellaneous

• snappify - Enables developers to create stunning visuals. From beautiful code snippets to fully fletched technical presentations. The free plan includes up to 3 snaps at once with unlimited downloads and 5 AI-powered code explanations per month.

35. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• fzf-packagemanager (⭐1) - Adds commands for installing tools via various package managers using fzf (⭐72k). Supports apt, brew & dnf.

• gumsible (⭐3) - Wrapper plugin for Molecule.

Themes / superconsole - Windows-only

• zhiyin (⭐69) - Includes decorators for user @ host, current working directory and git status information.

36. Awesome Elixir

Algorithms and Data structures

• graphex (⭐12) - A library for composing and executing task graphs in elixir.

Applications

• utils (⭐11) - Website with handy day-to-day utils: to do list, URL shortener, code bin and pie chart. Written in Elixir using Phoenix Framework.

Artificial Intelligence

• Axon (⭐1.6k) - Nx-powered Neural Networks.

• Beaver (⭐202) - Beaver is a LLVM/MLIR Toolkit in Elixir and Zig.

Audio and Sounds

• ex_alsa (⭐2) - Elixir ALSA bindings.

• ex_jack (⭐5) - Elixir JACK bindings.

Benchmarking

• benchee (⭐1.5k) - Easy and extensible benchmarking in Elixir.

Cloud Infrastructure and Management

• nomad (⭐85) - Create cloud portable Elixir and Phoenix apps. Write once, use everywhere.

Code Analysis

• ex_check (⭐317) - One task to efficiently run all code analysis & testing tools in an Elixir project.

Configuration

• skogsra (⭐105) - Library to manage OS environment variables and application configuration options with ease.

Errors and Exception Handling

• AppSignal Elixir (⭐289) - The official AppSignal package for Elixir.

Examples and funny stuff

• oop (⭐322) - OOP in Elixir.

Framework Components

• phoenix_turnstile (⭐15) - Phoenix components and helpers for using CAPTCHAs with Cloudflare Turnstile.

HTML

• meseeks (⭐322) - A library for parsing and extracting data from HTML and XML with CSS or XPath selectors.

HTTP

• SpiderMan (⭐27) - A base-on Broadway fast high-level web crawling & scraping framework for Elixir.

Instrumenting / Monitoring

• prom_ex (⭐662) - Prometheus metrics and Grafana dashboards for all of your favorite Elixir libraries.

ORM and Datamapping

• ecto_anon (⭐92) - Simple way to handle data anonymization directly in your Ecto schemas.

• triplex (⭐490) - Database multitenancy with postgres schemas for Elixir applications.

Queue

• faktory_worker (⭐39) - An Elixir library for working with Faktory, a polyglot job processing system made by the author of Sidekiq.

Release Management

• versioce (⭐30) - An extensible version bumping and changelog generation for your mix project.

Search

• algoliax (⭐62) - An Algolia library for Elixir, usable with Ecto schemas.

• elasticlunr (⭐191) - A small, full-text search library for use in the Elixir environment.

Static Page Generation

• pardall_markdown (⭐118) - Reactive publishing framework, filesystem-based with support for Markdown, nested hierarchies, and instant content rebuilding.

Testing

• ex_integration_coveralls (⭐4) - A library for Elixir run-time system code line-level coverage analysis. You can use it to evaluate the integration tests code coverage. Introduction article (⭐4).

Text and Numbers

• transformer (⭐0) - Flexible type conversion lightweight library.

Third Party APIs

• chargebeex (⭐19) - An Elixir client for Chargebee API.

Utilities

• plugmap (⭐3) - Plugmap is sitemap generation library for Plug/Phoenix Framework.

XML

• meeseeks (⭐322) - A library for parsing and extracting data from HTML and XML with CSS or XPath selectors.

Books

• Études for Elixir - A collection of exercises to program in Elixir by J. David Eisenberg (2013) (Github Repo (⭐518)).

Podcasts

• Elixir Fountain - The Elixir Fountain podcast.

• Elixir Mix - The Elixir Mix podcast.

• Elixir Outlaws - The Elixir Outlaws podcast.

• Elixir Talk - The Elixir Talk podcast.

• Thinking Elixir - The Thinking Elixir podcast.

Screencasts

• Elixir Foundation - Learn Elixir by building a practical example. Learn how GenServer, Agents and many other elixir primitives work.

Websites

• Elixir Online Courses list - Classpert - A list of Elixir Online Courses (some are free) from Classpert Online Course Search.

• ElixirLibs - A curated list of Elixir libraries.

37. Awesome Go

Advanced Console UIs

• bubbles (⭐6.6k) - TUI components for bubbletea.

Queues

• queue (⭐310) - Multiple thread-safe, generic queue implementations for Go.

Caches

• nscache (⭐12) - A Go caching framework that supports multiple data source drivers.

Logging

• slog-formatter (⭐176) - Common formatters for slog and helpers to build your own.

• slog-multi (⭐497) - Chain of slog.Handler (pipeline, fanout...).

Project Layout

• go-module (⭐33) - Template for a typical module written on Go.

Code Analysis / Libraries for creating HTTP middlewares

• Chronos (⭐435) - Detects race conditions statically

Go Generate Tools / Libraries for creating HTTP middlewares

• sqlgen (⭐85) - Generate gorm, xorm, sqlx, bun, sql code from SQL file or DSN.

Go Tools / Libraries for creating HTTP middlewares

• textra (⭐7) - Extract Go struct field names, types and tags for filtering and exporting.

Other Software / Libraries for creating HTTP middlewares

• portal (⭐1.7k) - Portal is a quick and easy command-line file transfer utility from any computer to another.

38. Awesome Ios

Messaging

• ExyteChat (⭐1.4k) - SwiftUI Chat UI framework with fully customizable message cells, input view, and a built-in media picker.

Transition

• TBIconTransitionKit (⭐1.2k) - Easy to use icon transition kit that allows to smoothly change from one shape to another.

Tab Bar

• AnimatedTabBar (⭐493) - A tabbar with number of preset animations. Written with SwiftUI.

39. Awesome Mac

Reading and Writing Tools / Text Editors

• Helix - A post-modern modal text editor.

Reading and Writing Tools / RSS

• Feedy - An elegant and lightweight RSS client and news reader for your Mac.

• Doughnut - Beautiful, open-source podcast catcher for Mac.

Audio and Video Tools / File Sharing

• YouTube Music - YouTube Music Desktop App bundled with custom plugins (and built-in ad blocker / downloader).

Utilities / Menu Bar Tools

• MonitorControl (⭐30k) - Control your display's brightness & volume on your Mac as if it was a native Apple Display.

• TomatoBar (⭐2.8k) - World's neatest Pomodoro timer for macOS menu bar.

40. Awesome Neovim

(requires Neovim 0.5)

• VidocqH/lsp-lens.nvim (⭐300) - Display function references above function definition like IDEA codelens.

Markdown and LaTeX / Diagnostics

• yaocccc/nvim-hl-mdcodeblock.lua (⭐36) - Highlight markdown codeblock using Tree-sitter.

• kiran94/edit-markdown-table.nvim (⭐28) - Edit Markdown Tables using Tree-sitter.

Tree-sitter Supported Colorscheme / Diagnostics

• nyngwang/nvimgelion (⭐128) - Neon Genesis Evangelion but for Vimmers.

Colorscheme Creation / Diagnostics

• Iron-E/nvim-highlite (⭐243) - A colorscheme generator that is "lite" on logic for the developer.

Utility / Diagnostics

• LukasPietzschmann/telescope-tabs (⭐273) - Quickly navigate between tabs using telescope.

41. Awesome LaTeX

General purpose text editors

• VS Code
  • LaTeX Workshop (⭐11k) - LaTeX extension for Visual Studio Code
  • LTeX - LanguageTool grammar/spell checking
  • a-nau/latex-devcontainer (⭐23) - Devcontainer setup for easy LaTeX usage without local installation

42. Awesome List

Learn

• Certificates (⭐3.1k) - Free computer science certifications to showcase your knowledge.

Miscellaneous

• GitHub Wiki (⭐356) - Comprehensive documentation on GitHub beyond README.

• Quarto (⭐1.9k) - Scientific and technical open-source publishing system built on Pandoc.

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