Awesome List Updates on Nov 12, 2024

55 awesome lists updated today.

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1. Awesome Marketing

Blogs / Digital Asset Management (DAM)

• The Marketing Blog - A blog on Marketing Tools reviews

• Awesome Marketing Blog - Find anything about marketing

2. Awesome Azure Openai Llm

Table of contents

• Section 1 : RAG
  • RAG (Retrieval-Augmented Generation)
  • Vector DB
  • RAG Design & Application
  • LlamaIndex

• Section 2 : Azure OpenAI
  • Microsoft LLM & Copilot
  • Azure Architectures & AI Search
  • Azure Services

• Section 3 : Semantic Kernel & DSPy
  • Semantic Kernel: Micro-orchestration
  • DSPy: Optimizer frameworks

• Section 4 : LangChain
  • LangChain Features: Macro & Micro-orchestration
  • LangChain Agent & Criticism
  • LangChain vs Competitors

• Section 5 : Prompting & Finetuning
  • Prompt Engineering
  • Finetuning: PEFT (e.g., LoRA), RLHF, SFT
  • Quantization & Optimization
  • Other Techniques: e.g., MoE
  • Visual Prompting

• Section 6 : Challenges & Abilities
  • OpenAI Products & Roadmap
  • LLM Constraints: e.g., RoPE
  • Trust & Safety
  • LLM Abilities

• Section 7 : LLM Landscape
  • LLM Taxonomy
  • Open-Source LLMs
  • Domain-Specific LLMs: e.g., Software development
  • Multimodal LLMs
  • Generative AI Landscape

• Section 8 : Surveys & References
  • LLM Surveys
  • Building LLMs
  • LLMs for Korean & Japanese

• Section 9 : Agents & Applications
  • Applications & Frameworks
  • AutoGPT & Agents: Frameworks & Agent Design Patterns
  • Caching & UX
  • LLMs for Robotics / Awesome demo

• Section 10 : AI Tools & Extensions
  • AI Tools & Extensions

• Section 11 : Datasets
  • LLM Training Datasets

• Section 12 : Evaluations
  • LLM Evaluation & LLMOps

• Contributors :
  • Contributors: 👀

• Symbols
  • ref: external URL
  • doc: archived doc
  • cite: the source of comments
  • cnt: number of citations
  • git: GitHub link
  • x-ref: Cross reference

3. Awesome Opentofu

Features

• CanI.TF - Feature parity between Terraform and OpenTofu

4. Awesome Polars

Resources / Blog posts

• Polars: A Modern DataFrame Library for High-Performance Data Analysis in Python - An article that presents data manipulation operations focusing on eager execution by Ardi Arunaditya.

• Using Polars in Rust for high-performance data analysis - An article that looks how to use Polars to build a basic data analysis application, which exposes data sets and querying capabilities via a REST-based Web API by @Mario Zupan.

• Pandas vs Polars: Performance Benchmarks for Common Data Operations - A blog post that compares performance on common data operations between Polars and Pandas by Vinod Chugani.

5. Awesome Agi Cocosci

Abduction / Applications in AI

• Bayesian Abductive Logic Programs: A Probabilistic Logic for Abductive Reasoning - IJCAI'11, 2011. [All Versions]. [Preprint]. This work introduces Bayesian Abductive Logic Programs (BALP), a probabilistic logic that adapts Bayesian Logic Programs (BLPs) for abductive reasoning. Like BLPs, BALPs also combine first-order logic and Bayes nets. However, unlike BLPs, which use deduction to construct Bayes nets, BALPs employ logical abduction. As a result, BALPs are more suited for problems like plan/activity recognition that require abductive reasoning.

Bayesian Modeling / Bayesian Induction

• Probabilistic machine learning and artificial intelligence - Nature, 2015. [All Versions]. Probabilistic modelling provides a framework for understanding what learning is, and has therefore emerged as one of the principal theoretical and practical approaches for designing machines that learn from data acquired through experience. The probabilistic framework, which describes how to represent and manipulate uncertainty about models and predictions, has a central role in scientific data analysis, machine learning, robotics, cognitive science and artificial intelligence. This Review provides an introduction to this framework, and discusses some of the state-of-the-art advances in the field, namely, probabilistic programming, Bayesian optimization, data compression and automatic model discovery.

• Generalization, similarity, and Bayesian inference - Behavioral and Brain Sciences, 2001. [All Versions]. [Preprint]. Shepard has argued that a universal law should govern generalization across different domains of perception and cognition, as well as across organisms from different species or even different planets. Starting with some basic assumptions about natural kinds, he derived an exponential decay function as the form of the universal generalization gradient, which accords strikingly well with a wide range of empirical data. However, his original formulation applied only to the ideal case of generalization from a single encountered stimulus to a single novel stimulus, and for stimuli that can be represented as points in a continuous metric psychological space. The authors recast Shepard's theory in a more general Bayesian framework and show how this naturally extends his approach to the more realistic situation of generalizing from multiple consequential stimuli with arbitrary representational structure. This framework also subsumes a version of Tversky's set-theoretic model of similarity, which is conventionally thought of as the primary alternative to Shepard's continuous metric space model of similarity and generalization.

Communications / Language Compositionality

• Language is primarily a tool for communication rather than thought - Nature, 2024. [All Versions]. This perspective brings recent evidence from neuroscience and allied disciplines to argue that in modern humans, language is a tool for communication, contrary to a prominent view that we use language for thinking. The authors begins by introducing the brain network that supports linguistic ability in humans. They then review evidence for a double dissociation between language and thought, and discuss several properties of language that suggest that it is optimized for communication. This perspective concludes that although the emergence of language has unquestionably transformed human culture, language does not appear to be a prerequisite for complex thought, including symbolic thought. Instead, language is a powerful tool for the transmission of cultural knowledge; it plausibly co-evolved with humans' thinking and reasoning capacities, and only reflects, rather than gives rise to, the signature sophistication of human cognition.

Domain Specific Language / Declarative DSL Applications

• The Scene Language: Representing Scenes with Programs, Words, and Embeddings - 2024. [All Versions]. [Project]. This paper introduces the Scene Language, a visual scene representation that concisely and precisely describes the structure, semantics, and identity of visual scenes. It represents a scene with three key components: a program that specifies the hierarchical and relational structure of entities in the scene, words in natural language that summarize the semantic class of each entity, and embeddings that capture the visual identity of each entity. This representation can be inferred from pre-trained language models via a training-free inference technique, given text or image inputs.

Methodologies for Experiments / Virtual Reality

• What's the Game, then? Opportunities and Challenges for Runtime Behavior Generation - UIST'24, 2024. [All Versions]. Procedural content generation (PCG), the process of algorithmically creating game components instead of manually, has been a common tool of game development for decades. Recent advances in large language models (LLMs) enable the generation of game behaviors based on player input at runtime. Such code generation brings with it the possibility of entirely new gameplay interactions that may be difficult to integrate with typical game development workflows. This work explores these implications through GROMIT, a novel LLM-based runtime behavior generation system for Unity. When triggered by a player action, GROMIT generates a relevant behavior which is compiled without developer intervention and incorporated into the game.

Theory of Mind / AI Assisted Research

• Mental Imagery - Plato Stanford.

6. Awesome Math

Foundations of Mathematics / Transition To Pure Rigour Math

• 📝 Book of Proof - Richard Hammak (Virginia Commonwealth University)

Geometry and Topology / Differential Geometry

• 📝 Notes on Differential Geometry and Lie Groups - Jean Gallier (University of Pennsylvania)

7. Awesome Osint

Phone Number Research / Steam

• InMobPrefix (⭐3) - Dataset, charts, models about mobile phone numbers prefixes in India along with their respective state, operator.

DNS / Steam

• Amass (⭐12k) - The amass tool searches Internet data sources, performs brute force subdomain enumeration, searches web archives, and uses machine learning to generate additional subdomain name guesses. DNS name resolution is performed across many public servers so the authoritative server will see the traffic coming from different locations. Written in Go.

8. Awesome Jmeter

CI / Tutorials & Demo

• Jenkins
  • Performance Tests with JMeter, Maven and Hudson
  • CI with Jenkins, Git, Maven, Grunt, and JMeter (⭐20)
  • Continuous automated web tests using Jenkins and JMeter
  • Automating JMeter tests with Maven and Jenkins
  • How to automate JMeter tests with Maven and Jenkins: part 1, part 2
  • JMeter Continuous Performance Testing (JMeter + Ant + Jenkins): part 1, part 2
  • Continuous Integration 101: How to Run JMeter with Jenkins

Cloud Services / SaaS / Tutorials & Demo

• LoadRunner Cloud - OpenText cloud-based solution for web and mobile performance testing with JMeter and Gatling support (formerly Micro Focus LoadRunner Cloud, formerly HP StormRunner Load).

Tools / IDE Integration

• JMeter Viewer (⭐5) - Open JMeter test plans inside Intellij IDE.

Community / Forums

• JMeterPlugins Google Group

9. Awesome Executable Packing

📚 Literature / Documentation

• 📗 The art of memory forensics: Detecting malware and threats in Windows, Linux, and mac memory

• 📖 Cluster analysis

• 🌎 Clustering algorithms

• 📰 A complexity measure

• 📰 Cyclomatic complexity density and software maintenance productivity

• 📰 Do we need hundreds of classifiers to solve real world classification problems?

• 📰 Feature selection: A data perspective

• 📰 How to use t-SNE effectively

• 📖 Machine learning

• 📰 The matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification

• 📋 Microsoft portable executable and common object file format specification

• 📊 NotPacked++: Evading static packing detection

• 🔖 On the worst-case complexity of timsort

• 📊 Packing-box: Breaking detectors & visualizing packing

• 📊 Packing-box: Improving detection of executable packing

• 📊 Packing-box: Playing with executable packing

• 📗 Pattern recognition and machine learning (Information science and statistics)

• 🌎 PE format - Win32 apps

• 📗 Practical malware analysis: The hands-on guide to dissecting malicious software

• 📌 ProtectMyTooling - Don't detect tools, detect techniques

• 📊 Reverse engineering malware: Binary obfuscation and protection

• 🔖 A survey of dimensionality reduction techniques

• 📗 The "Ultimate" anti-debugging reference

• 🌎 x86 disassembly/Windows executable files

📚 Literature / Scientific Research

• 🎓 Advanced feature engineering for static detection of executable packing (June 2024)

• 📰 Adversarial EXEmples: A survey and experimental evaluation of practical attacks on machine learning for windows malware detection (September 2021) ⭐

• 🎓 Adversarial tool for breaking static detection of executable packing (August 2024) ⭐

• 📕 Assessing static and dynamic features for packing detection (October 2024) ⭐

• 📄 Assessing the impact of packing on machine learning-based malware detection and classification systems (October 2024) ⭐

• 🎓 Automated static analysis of virtual-machine packers (August 2013)

• 📓 Certified robustness of static deep learning-based malware detectors against patch and append attacks (November 2023) ⭐

• 📓 Collective classification for packed executable identification (September 2011)

• 🔖 A compact multi-step framework for packing identification in portable executable files for malware analysis (February 2024)

• 📰 Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE) (May 2021)

• 📰 Control flow-based opcode behavior analysis for malware detection (July 2014)

• 📄 Decoding the secrets of machine learning in malware classification: A deep dive into datasets, feature extraction, and model performance (July 2023) ⭐

• 📰 Detecting packed executables based on raw binary data (June 2010)

• 📰 Detecting unknown malicious code by applying classification techniques on opcode patterns (February 2012)

• 📓 Detection of metamorphic malware packers using multilayered LSTM networks (November 2020) ⭐

• 📰 DroidPDF: The obfuscation resilient packer detection framework for Android Apps (July 2020)

• 📰 An efficient algorithm to extract control flow-based features for ioT malware detection (April 2021)

• 📰 ERMDS: A obfuscation dataset for evaluating robustness of learning-based malware detection system (May 2023)

• 📓 Evading packing detection: Breaking heuristic-based static detectors (July 2024) ⭐

• 📰 Fast and robust fixed-point algorithms for independent component analysis (May 1999)

• 📓 Fileprints: Identifying file types by n-gram analysis (June 2005)

• 📰 Functionality-preserving black-box optimization of adversarial windows malware (May 2021)

• 📰 A heuristics-based static analysis approach for detecting packed PE binaries (October 2013)

• 📰 Identifying malware packers through multilayer feature engineering in static analysis (February 2024) ⭐

• 📰 Improving malware detection using multi-view ensemble learning (August 2016)

• 📜 Incremental clustering of malware packers using features based on transformed CFG (November 2022)

• 🔖 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)

• 🎓 Malware detection through opcode sequence analysis using machine learning (June 2015)

• 📓 Malware family classification method based on static feature extraction (December 2017)

• 📓 MLxPack: Investigating the effects of packers on ML-based malware detection systems using static and dynamic traits (May 2022) ⭐

• 🔖 Novel feature extraction, selection and fusion for effective malware family classification (March 2016)

• 📰 On deceiving malware classification with section injection (August 2022)

• 🔖 On evaluating adversarial robustness (February 2019)

• 📰 Opcode sequences as representation of executables for data-mining-based unknown malware detection (May 2013)

• 📰 Opcodes as predictor for malware (January 2008)

• 📰 Original entry point detection based on graph similarity (April 2024)

• 📰 Potent and stealthy control flow obfuscation by stack based self-modifying code (April 2013)

• 📰 Practical attacks on machine learning: A case study on adversarial windows malware (September 2022)

• 📰 Sequential opcode embedding-based malware detection method (March 2022)

• 📓 SoK: (state of) the art of war: Offensive techniques in binary analysis (May 2016)

• 📓 Static analysis method on portable executable files for REMNUX based malware identification (October 2019)

• 🎓 Static features exploration for executable packing with unsupervised learning (June 2023)

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

• 📰 A survey on malware analysis techniques: Static, dynamic, hybrid and memory analysis (September 2018)

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

• 🔖 Transcending transcend: Revisiting malware classification in the presence of concept drift (December 2021)

• 📓 Unknown malcode detection using OPCODE representation (December 2008)

• 🎓 Unsupervised clustering machine learning on packed executable (June 2022)

📑 Datasets / Scientific Research

• VX Underground - PL-CERT based open source MWDB python application holding a malware database containing every APT sample from 2010 and over 7.5M maliciousbinaries.

📦 Packers / After 2010

• Hyperion (⭐38)

• ProtectMyTooling (⭐869) - Multi-Packer wrapper letting us daisy-chain various packers, obfuscators and other Red Team oriented weaponry.

📦 Packers / Between 2000 and 2010

• x86.Virtualizer - x86 Virtualizer.

🔧 Tools / Before 2000

• Gym-Malware (⭐612) - This is a malware manipulation environment for OpenAI's gym.

• PEPack (⭐687) - PE file packer detection tool, part of the Unix package "pev".

• REMINDer (⭐2) - Packing detection tool based on the entropy value of the entry point section and the WRITE attribute.

• SecML Malware (⭐206) - Create adversarial attacks against machine learning Windows malware detectors.

10. Awesome Ocaml

Program analysis

• Owi (⭐135) - Owi is a toolchain for working with WebAssembly (Wasm) in OCaml, featuring a powerful, parallel symbolic execution engine for Wasm. It also provides frontends for compiling and analyzing C and Rust programs.

• Smt.ml (⭐26) - Smt.ml is a frontend OCaml library that interfaces with multiple SMT solvers, enabling seamless integration of solvers like Z3, cvc5, Colibri2, Bitwuzla, and Alt-Ergo within OCaml programs.

11. Awesome Cl

Mobile

• sbcl-termux-build (⭐39) - Prebuilt SBCL binary for Android (Termux).

12. Awesome Cpp

Database

• Kuzu (⭐1.4k) - Embeddable property graph database management system built for query speed and scalability. Implements Cypher. [MIT] website

Networking

• curlpp (⭐1.7k) -C++ wrapper around libcURL. [MIT]

Video

• avcpp (⭐456) - Modern C++ wrapper around FFmpeg. [MIT]

13. Awesome Go

Caches

• pocache (⭐206) - Pocache is a minimal cache package which focuses on a preemptive optimistic caching strategy.

Validation

• Zog (⭐177) - A Zod (⭐34k) inspired schema builder for runtime value parsing and validation. ⬆ back to top

Workflow Frameworks / Libraries for creating HTTP middlewares

• workflow (⭐111) - A tech stack agnostic Event Driven Workflow framework.

Zero Trust / Libraries for creating HTTP middlewares

• OpenZiti (⭐2.8k) - A full, open source zero trust overlay network. Including numerous SDKs for numerous languages such as golang (⭐100) allowing you to embed zero trust principles directly into your applications. The OpenZiti Test Kitchen has numerous examples to draw inspiration from including a zero trust ssh client - zssh (⭐36)

14. Awesome Rust

Applications / Blockchain

• dusk-network/rusk (⭐161) - Reference implementation of Dusk, a privacy-focused, scalable FMI for real-world assets (RWA) and compliant financial applications.

Applications / Web Servers

• Mini RPS (⭐21) - Mini reverse proxy server, HTTPS, CORS, static file hosting and template engine (minijinja) crates.io

Libraries / Cryptography

• dusk-network/bls12-381 (⭐21) - A Rust-native BLS12-381 with enhancements for zk performance: optimized multi-scalar multiplication, custom hashing, and serde support—ideal for privacy-focused protocols and zero-knowledge applications. [dusk-bls12_381]

• dusk-network/plonk (⭐549) - A high-performance, Rust-native implementation of the PLONK zk-SNARK over BLS12-381, optimized with custom gates and KZG10 polynomial commitment for efficient zero-knowledge proofs. [PLONK]

• dusk-network/poseidon252 (⭐209) - A Rust-native Poseidon hash over BLS12-381, Poseidon252 is built for zk-SNARK efficiency, ideal for privacy-focused protocols and zero-knowledge applications. [Poseidon]

Registries / Web programming

• cenotelie/cratery (⭐136) - A lightweight private cargo registry with batteries included, built for organisations, including features similar to docs.rs and deps.rs.

Resources / Web programming

• A Brief History of Rust. Part 1 - From a developer's pursuit of software stability to a project that nearly destabilized its creator. Part 2. Part 3.

15. Awesome Micropython

Audio

• micropython_nonblocking_buzzer (⭐0) - A nonblocking implementation of a buzzer class that allows you to play basic melodies or sound patterns without blocking the main loop while the sound is being played.

Communications / APIs

• micropython-telegram-bot (⭐22) - MicroPython telegram bot library: simple way to put your IoT projects on the cloud.

• MicroPython-GoogleSheet (⭐14) - Fetch, update or append data in Google Sheets using Google Apps Script API.

Communications / Bluetooth

• micropython_aioble_examples (⭐1) - A few aioble (asyncio BLE) examples of MicroPython using ESP32.

Communications / GSM

• SIM800L-micropython (⭐0) - MicroPython wrapper for common SIM800L AT commands.

• sim7600 (⭐1) - MicroPython library for SIM7600 module.

• sim900 (⭐1) - MicroPython library for SIM900 GSM/GPRS module.

Communications / NTP

• micropython-ntp (⭐8) - Robust NTP library for MicroPython.

Communications / Proxy

• uProxy (⭐5) - An asyncio-based, memory-efficient HTTP/HTTPS/SOCKS4/SOCKS5 forward proxy server for MicroPython, compatible with CPython.

Communications / Radio

• EByte_LoRa_E220_micropython_library (⭐19) - MicroPython LoRa EBYTE E220 devices.

• EByte_LoRa_E22_micropython_library (⭐8) - MicroPython LoRa EBYTE E22 devices.

• EByte_LoRa_E32_micropython_library (⭐6) - MicroPython LoRa EBYTE E32 devices.

Communications / RTC

• micropython_rx-8035 (⭐0) - A MicroPython Driver for Seiko Epson's RTC, RX-8035SA/LC.

Communications / Time

• ustrftime (⭐2) - A MicroPython implementation of time.strftime.

Communications / Web

• micropython-urouter (⭐50) - A lightweight HTTP request routing processing support library based on MicroPython. The previous name was micro-route.

Display / Fonts

• microfont (⭐52) - Text drawing library for MicroPython framebuffer.

Display / LCD TFT

• ST77xx-pure-MP (⭐23) - Pure MicroPython driver for ST77xx displays. Low memory requirements.

• upy-st7789 (⭐1) - A simple ST7789 driver written in MicroPython.

Display / LED Segment

• micropython-hpdl1414 (⭐0) - MicroPython HPDL-1414 Display Driver.

Display / LEDs

• micropython-ht16k33 (⭐44) - MicroPython driver for the HT16K33, a LED matrix, 7-Segment Numeric, and 14-Segment Alphanumeric display driver IC.

Display / OLED

• micropython-ssd1306 (⭐0) - MicroPython SPI & I2C Display Driver for SSD1306 monochrome OLED.

IO / ADC

• ads1115 (⭐0) - MicroPython module for managing ADS1115, multichannel, differential I2C ADC from TI.

• mcp3421 (⭐0) - MicroPython module for controlling MCP342X, 18-bit analog-to-digital converter with I2C interface.

• micropython-MCP3001 (⭐0) - MicroPython driver for the MCP3001 1-channel 10-bit ADC with SPI interface.

IO / DAC

• mpyDAC (⭐0) - MicroPython module for controlling MCP4725, 12-bit digital analog converter (CAP) with EEPROM memory.

IO / IO-Expander

• mcp23017 (⭐0) - MicroPython module for MCP23017, 16-Bit I/O Expander with Serial Interface.

• micropython-sx1509 (⭐1) - MicroPython SX1509 I/O Expander Library.

IO / Keyboard

• MicroPython-SimpleKeypad (⭐1) - MicroPython library for interfacing with a keypad matrix.

IO / Rotary Encoder

• AS5600 (⭐0) - MicroPython module for controlling single-turn magnetic encoder AS5600.

Motion / Servo

• pca9685 (⭐0) - MicroPython module for managing a 16-channel SHIM controller, PCA9685

Sensors / Barometer

• bmp581 (⭐0) - MicroPython module for BMP581, pressure and ambient temperature sensor from Bosch Sensortec.

Sensors / Colour

• veml6040 (⭐0) - MicroPython module for managing a color sensor RGBW, VEML6040 from Vishay.

Sensors / Compass

• QMC5883 (⭐0) - MicroPython module for control QMC5883L geomagnetic sensor.

Sensors / Current

• INA_TI (⭐0) - MicroPython module for controlling INA219, INA226 - A two-directional current / power monitor with the I2C interface.

Sensors / Distance IR

• GP2Y0A21YK (⭐0) - GP2Y0A21YK MicroPython library.

Sensors / Distance Laser

• vl53l0x-nb (⭐5) - Fork of MicroPython driver for vl53l0x TOF sensor to add non-blocking mode.

Sensors / Light

• opt3001 (⭐0) - MicroPython module for OPT3001, external lighting sensor from Texas Instruments.

• ltr390uv (⭐0) - MicroPython module for LTR390UV, ambient light sensor in the visible and ultraviolet ranges.

Sensors / Magnetometer

• MMC5603 (⭐0) - MicroPython module for MMC5603 geomagnetic sensor.

• HSCDTD008A (⭐0) - MicroPython module for HSCDTD008A geomagnetic sensor.

• RM3100 (⭐1) - MicroPython module for RM3100 geomagnetic sensor.

Sensors / Temperature Analog

• micropython-simple-thermistor (⭐0) - Read NTC thermistor temperature wired in a potential divider.

Sensors / Temperature Digital

• bme680-pure-mp (⭐12) - Pure MicroPython Bosch BME680 sensor driver.

• SHT4X (⭐0) - MicroPython module for controlling the SHT4x - 4th generation relative humidity and temperature sensor.

Sensors / Touch Capacitive

• micropython-ft6x06 (⭐9) - Simple driver for FT6x06 capacitive touch sensor in pure Python.

Storage / Databases

• micropython-cratedb (⭐5) - MicroPython driver for CrateDB databases.

Storage / SD

• mp-sdcard-littleFS (⭐4) - MicroPython SD card driver that works with LittleFS2 (implements extended interface).

Logging / SRAM

• micropython-ulogger (⭐35) - Lightweight log module customized for MicroPython.

16. Awesome Django

Third-Party Packages / Task Queues

• django-tasks (⭐344) - A reference implementation and backport of background workers and tasks in Django, based on DEP 14.

17. Awesome Swift

Third party Guides

• About Swift (⭐84) - A playground about the Swift language.

REPL

• SwiftFiddle - Playground for making, sharing, and embedding Swift code.

Augmented Reality

• ARKit-CoreLocation (⭐5.5k) - Combines the high accuracy of AR with the scale of GPS data.

Game Engine

• SwiftGodot - Swift bindings for the Godot game engine to build extensions or act as an api with SwiftGodotKit.

HTML / Barcode

• ZMarkupParser (⭐313) - Helps you convert HTML strings into NSAttributedString with customized styles and tags.

Testing / Barcode

• swift-testing-expectation (⭐18) - Create an asynchronous expectation in Swift Testing.

UI / Barcode

• SwiftUISkia (⭐36) - Skia based 2d graphics SwiftUI rendering library, based on Rust to implement software rasterization to perform rendering

Calendar / Barcode

• OBCalendar (⭐107) - OBCalendar is designed for simplicity and customization, it allows you to build beautiful and functional calendar interfaces effortlessly.

Pagination / Barcode

• iPages (⭐170) - Quickly implement swipable page views in SwiftUI 📝.

TextField / Barcode

• iTextField ⌨️ (⭐107) - A fully-wrapped UITextField that works entirely in SwiftUI 🦅.

18. Awesome Integration

Projects / API Management

• Gravitee.io API Management (⭐192) (⭐193) - A flexible, lightweight, and open-source API management solution that provides comprehensive API management capabilities and helps you manage your APIs with ease.

• WSO2 API Manager (⭐848) (⭐849) - A fully open-source API management platform that provides comprehensive API management capabilities and allows you to manage APIs with ease.

• Zuplo API Management - Light-weight, fully-managed API Management platform, built for developers with unique features like GitOps, fast deployments to the edge, unlimited preview environments, full OpenAPI support, API monetization with Stripe, and more.

Projects / API Design

• OpenAPI Diff (⭐828) (⭐829) - Compare OpenAPI specs with version control and visualize the differences in HTML or Markdown format.

• OpenAPI Style Validator (⭐207) (⭐208) - Ensure that your OpenAPI specs meet your organization's standards with this flexible and customizable style validator.

• Zally (⭐906) (⭐906) - Ensure the quality of your OpenAPI specs with this linter tool that provides extensive analysis and feedback.

Projects / API Documentation

• DapperDox (⭐407) (⭐408) - An open-source API documentation generator and server for OpenAPI/Swagger specifications, with customizable documentation, automated updates, and easy sharing.

• OpenAPI Explorer (⭐315) (⭐315) - A tool for generating user interfaces from OpenAPI specifications, making it easier for software engineers to visualize and interact with APIs.

Projects / API Gateway

• Tyk API Gateway (⭐9.7k) (⭐9.7k) - 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 (⭐370) (⭐370) - Mock server for REST APIs, OpenAPI (and Swagger) specifications, SOAP web services (and WSDL files), Salesforce and HBase APIs.
  • Microcks (⭐1.4k) (⭐1.4k) - Open-source Kubernetes-native tool for API mocking and testing, supporting AsyncAPI, OpenAPI, Postman Collections, etc.
  • Mockable - Simple configurable service to mock out RESTful API or SOAP web-services.
  • Mockbin (⭐89) (⭐89) - Easily generate custom endpoints to test HTTP requests, and view the request logs from that API for free.
  • Mockoon (⭐6.5k) (⭐6.5k) - Easy-to-use tool for designing and running mock REST APIs.
  • MockServer (⭐4.6k) (⭐4.6k) - Easy mocking of any system you integrate with via HTTP or HTTPS.
  • Mocky (⭐2k) (⭐2.1k) - Free and unlimited online service for generating custom HTTP responses.
  • Prism (⭐4.3k) (⭐4.3k) - Open-source HTTP mock server that can mimic your API's behavior as if you already built it.
  • WireMock (⭐6.3k) (⭐6.4k) - Mock your APIs for fast, robust, and comprehensive testing.

Projects / BRE

• OpenL Tablets (⭐156) (⭐156) - 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 / Data Mapping Solution

• JSLT (⭐637) (⭐638) - A complete query and transformation language for JSON that is inspired by jq, XPath, and XQuery. With JSLT, software engineers can quickly and easily transform JSON data to meet their needs.

Projects / ESB

• WSO2 Enterprise Integrator (⭐374) (⭐374) - An API-centric, cloud-native, and distributed integration platform designed to provide a robust solution for software engineers.

Projects / ETL

• Pentaho Data Integration (⭐7.7k) (⭐7.7k) - A user-friendly platform that enables users to ingest, blend, cleanse, and prepare diverse data from any source with visual tools, eliminating the need for coding and complexity.

Projects / Integration Frameworks

• Frank!Framework (⭐131) (⭐130) - A Low-Code Java-based messaging framework to connect your system and application data, that is completely configurable through XML configurations.

Projects / Workflow engine

• Apache Airflow (⭐37k) (⭐37k) - A platform that allows you to create, schedule, and monitor workflows programmatically, making it easier to manage and automate complex data pipelines.

• Cadence (⭐8.3k) (⭐8.3k) - A fault-tolerant, stateful code platform that makes it easier to build and manage complex, long-running applications.

• Elsa Core (⭐6.4k) (⭐6.5k) - A library that enables workflow execution in any .NET Core application, making it easier to automate business processes in .NET environments.

Resources / API Specification

• CloudEvents (⭐5k) (⭐5.1k) - A specification for describing event data in common formats to provide interoperability across services, platforms and systems.

Resources / Certifications

• API Designer - Validate your understanding of API design basics and best practices.

• API Product Manager - Demonstrate your proficiency in managing APIs as products.

• API Security Architect - Validate your expertise in securing APIs using modern architectures.

Resources / Data Formats

• NDJSON (⭐683) (⭐683) - A standard for delimiting JSON objects in stream protocols. It allows for efficient processing of large JSON datasets and is widely used in big data processing.

• YAML (⭐347) (⭐347) - A human-friendly and easy-to-read data serialization format that is widely used for configuration files and data exchange. It supports rich data types and is compatible with most programming languages.

19. Awesome Raspberry Pi

OS Images

• PiFi - Turn Raspberry Pi into a High-Speed VPN Router in Seconds ⚡️ (Supports Raspberry Pi 4 and 5).

20. Awesome Ipfs

Apps

• hyprspace (⭐49) - A Lightweight VPN Built on top of IPFS + Libp2p for Truly Distributed Networks.

21. Awesome Mac

Reading and Writing Tools / Writing

• novelWriter (⭐2.1k) - an open source plain text editor designed for writing novels. It supports a minimal markdown-like syntax for formatting text.

Reading and Writing Tools / RSS

• Follow (⭐16k) 🧡 Next generation information browser.

Design and Product / Design Tools

• RawTherapee - A powerful cross-platform raw photo processing program!

Proxy and VPN Tools / Audio Record and Process

• Hiddify (⭐17k) - Multi-platform auto-proxy client, supporting Sing-box, X-ray, TUIC, Hysteria, Reality, Trojan, SSH etc.

Utilities / General Tools

• Claude - Your AI partner on desktop. Fast, focused, and designed for deep work.

Utilities / Productivity

• RecurseChat - RecurseChat is a personal, local-first and private AI Chat App. Features a simple interface, powerful customizations and blazingly-fast speed.

Mac App Download Sites / Genuine Sites

• Open Alternative - Discover Open Source Alternatives to Popular Software. A curated collection of the best open source alternatives to everyday SaaS products. Save money with reliable tools hand-picked for you.

22. Awesome Snmp

Libraries / C#

• SNMP Pro - Commercial extension that adds enterprise MIB support.

23. Awesome Network Analysis

Software / R

• ig.degree.betweenness (⭐30) - an igraph implementation of the Smith-Pittman community detection algorithm (2024).

24. Awesome Web Archiving

Tools & Software / Acquisition

• ArchiveWeb.Page - A plugin for Chrome and other Chromium based browsers that lets you interactively archive web pages, replay them, and export them as WARC & WACZ files. Also available as an Electron based desktop application.

Tools & Software / Replay

• ReplayWeb.page - A browser-based, fully client-side replay engine for both local and remote WARC & WACZ files. Also available as an Electron based desktop application. (Stable)

Community Resources / Blogs and Scholarship

• Common Crawl Foundation Blog - rss

Community Resources / Slack

• Common Crawl Foundation Partners (ask greg zat commoncrawl zot org for an invite)

Web Archiving Service Providers / Self-hostable, Open Source

• Browsertrix - From Webrecorder, source available at https://github.com/webrecorder/browsertrix (⭐200).

25. Awesome Generative Deep Art

Autonomous LLM Agents / Multi-agents

• Multi-Agent Research Outline: an interactive eBook that compiles an extensive collection of research papers on large language model (LLM)-based multi-agent systems

26. Awesome Qubes OS

Qubes OS Websites

• Qubes OS Developer Books - A list of various books that might be useful in learning some basics needed for Qubes development.

Downloading, Installing, Upgrading, and Building

• Qubes OS 4.3 Weekly Alpha Builds - Qubes OS 4.3 Weekly Alpha Build download.

How-to guides

• Inter-qube file copying (qfilecopy) - File copying with qfilecopy.

• Qubes Salt Beginner’s Guide - How to guide for beginners who enjoy an hands-on introduction with examples.

• Reverse Tethering & Screen Mirroring Qube for Android Device - Control your Android Device from Qubes OS while providing Network to the Android Device.

• How to migrate qubes to a new computer - How to efficiently migrate qubes to a new computer with a direct network connection

• USB MFP printer/scanner - How to get a USB MFP printer/scanner working in R4.2

Templates

• Manually Verifying Hashes of Installed Files - This guide explains how to manually verifying hashes of installed files.

• Pentesting: Parrot - Parrot Security is a Debian-based OS with over 600 tools for hacking, pentesting and software development. It is free, open source, secure, portable and customizable for various environments and devices

• Android VM options - There are multiple “android on PC” type distributions that one could try in a VM. Here are the 3!

• Waydroid template - This guide is for setting up minimal Waydroid template.

• Ubuntu 2022.4 minimal - Ubuntu 22.04 (Jammy Jellyfish) Releasesis an open-source software platform that runs everywhere from the PC to the server and the cloud.

• Ubuntu 2024.4 minimal - Ubuntu 24.04.1 (Noble Numbat) ReleasesUbuntu is an open-source software platform that runs everywhere from the PC to the server and the cloud.

• GuixOS HVM - Install Guix OS in a standalone HVM

• Zoom Disp VM - Running Zoom in a DispVM.

• PrestiumOS HVM - Prestium OS is a Tails OS-like live linux distro.

• PiHole Cloudflared (⭐1) - PiHole Cloudflared in QubesOS with NextDNS (DNS over Https).

• Fedora template in-place upgrade - How to upgrade a Fedora template in-place.

VM-Hardening

• Kicksecure for DISP-sys* - How to create disposable sys-usb, sys-net, sys-firewall off a debian-11 minimal template with Kicksecure and other hardening features for DISP-sys*.

• Easily NAT qubes port to external network - A script to ease the work of doing a NAT to expose a qube port to the physical network interface.

• Install Qubes OS with boot partition and a detached LUKS header on USB - The encrypted disk will look like an unused/empty unpartitioned disk.

• Custom preferences for Brave browser in disposable qube - The initial_preferences json file can be used to configure the preferences that will be used by default in newly created profiles.

• Hardening sys-net - This guide works no matter whether or not you chose disposable sys-net or not. no nonsense guide, Lets get in!

• Nix in a Qubes OS AppVM - How to install Nix in an AppVm.

• No file indexing - Disable file indexing in disposable qubes

• Qubes Shutdown Idle Script (⭐4) - This is a simple script that watches the current qube for idleness and, if it's idle for more than 15 minutes (timeout time is defined in qubesidle.idleness_monitor), shuts it down.

Customization

• Sys-gui Customization - Minimal Fedora and Alternate Desktop Environments / Window Managers (DE/WMs)

• Tiling XFCE - Titled windows in XFCE with shortcut keys.

• Dark Theme - The following text describes how to change the default light theme to a dark theme.

• Rxvt Terminal - rxvt-unicode is an advanced and efficient vt102 emulator.

• CPU monitor per VMs - Individual VM monitoring.

• Custom App entries for the Q Menu - App menu shortcut troubleshooting.

• xfce dark mode - Xfce global dark mode in Qubes

GPU

• Gaming HVM) - HVM for gaming!

• Salt: automating NVIDIA GPU passthrough - This “guide” aims to explore and give a practical example of leveraging SaltStack to achieve the same goal as NVIDIA GPU passthrough into Linux HVMs for CUDA applications.

• Qubes SaltStack configuration of Videos Playback VM - An mpv salt start step-by-step easy guide.

• Improve video playback performance including YouTube (ytfzf) - This guide will show you how to install the mpv player and use it with maximum performance.

• GPU passthrough with lots of RAM - GPU passthru with max RAM

ML, LLM & AI

• Running local LLMs with or without GPU acceleration - This guide explains how to install text-generation-webui (oobabooga) on Qubes OS.

Clearnet & Anonymous Networking / OpenVPN

• Fedora 40 Minimal(OpenVPN) - Qubes 4.2 - Six Easy Steps!

Clearnet & Anonymous Networking / VLESS

• VLESS obfuscation VPN - The protocol mimics a long-running https session of Chrome and is hard to detect by DPI systems. It is needed when wireguard is blocked.

Clearnet & Anonymous Networking / Tor

• Snowflake Proxy in QubesOS - A Qubes-Whonix-17 Tor Control Panel snowflake proxy fix/installation guide.

• Qubes Tor onion services - Qubes OS Tor .onion links

• Onionizing Repositories - The guide explains how to configure experimental Tor onion services for APT repositories.

• QubesOS to be remotely manageable thru tor - QubesOS to be remotely manageable from on-demand, ephemeral, hidden onion service to dom0/AdminVM.

• Qubes-Whonix development notes - Whonix development notes.

• Tips on Remaining Anonymous - The wiki page provides guidelines and good habits for online privacy and security, with a focus on distinguishing between anonymity and pseudonymity.

Clearnet & Anonymous Networking / Anonymity

• LocalSend -Free, open-source app that allows you to securely share files and messages with nearby devices over your local network without needing an internet connection. Basically, a platform neutral “airdrop”.

• Tailscale Setup - How to create template and install Tailscale.

Clearnet & Anonymous Networking / Crypto

• Ultimate Guide on Using Trezor on Qubes - his guide explains how to use Trezor cryptocurrency hardware wallets on Qubes OS.

Kernels / Crypto

• Rump (⭐1.1k) - Rump kernels enable you to build the software stack you need without forcing you to reinvent the wheels.

Kernels / Unikernels

• Unikraft - Unikraft powers the next-generation of cloud native applications by enabling you to radically customize and build custom OS/kernels, unlocking best-in-class performance, security primitives and efficiency savings.

• Unik (⭐2.7k) - A platform for automating unikernel & MicroVM compilation and deployment.

Qubes OS Server / Unikernel-like

• Multi-user Qubes: Using sys-gui to make non-adminstrative user logins - Here we try to create restricted sys-guis, where they only need to see the parts that pertain to them. Basically a administrative gui login (dom0), and a restricted user sys-gui login.

• Qubes Admin Policies/API - The qubes admin policies are core to modern qubes.

• Opensnitch Nodes -A node is a daemon running on a machine. You can install the daemon on multiple machines, and manage them from the server

• Qubes sync git repositories with dom0 - This solution is intended have git repos easily in sync with dom0.

• Salt (management software) - Salt allows administrators to easily configure their systems.

• qvm-firewall - Manage VM outbound firewall.

• Qubes Admin python modules - Python Module Index

• Qubes network dom0 display - a simple script to run in dom0 (easy to audit) that will output a hierarchy tree of netvm and their qubes.

• Colored! network information - Colorful network information with iptables & ip.

• Visualize Qubes Configuration Without Trust - Visualize Qubes Configuration with the Qubes Admin API.

• SSH or VNC into Qubes dom0 - tutorial on how to SSH or VNC in to dom0

• qubes-remote-support-receiver dom0 scripts (⭐3) - Scripts to configure dom0 to allow remote connections.

• Web VNC - Running Qubes in the Browser

• VNC (⭐8) - SystemD services for creating VNC server session in dom0 or any qube.

• Software RAID (mdadm) Qubes Installation Procedure - CLI & Software Raid installation procedure.

Exploitation Tools / Unikernel-like

• sys-mitm (⭐39) - A man-in-the-middle Qube for your traffic analysis needs.

Optics and Extra Info / Qubes OS Summit - 3mdeb Summit videos

• Qubes OS Summit 2024 - Day 1

• Qubes OS Summit 2024 - Day 2

Optics and Extra Info / Xen project summit 2024 videos

• Demi Marie Obenour: Reasonably Secure GPU Acceleration

• Marek Marczykowski-Górecki: Host and Guest Suspend Under Xen - S3 and S0ix

• Marek Marczykowski-Górecki: Linux Stubdomains Status Update

• Full xen project summit 2024 playlist

Optics and Extra Info / UX - User Experience

• UX Jackie - Qubes OS AppMenu Design Direction. Part of 2020/21 MOSS funded UX work.

Training and Materials / Extra Info

• Qubes OS for Anarchists - Qubes OS for Anarchists | Guide & Best Practices [The Guardian]

• The Guardian's Deep Dive into Qubes OS: a Secure Solution for Whistleblowing and Journalism - The Guardian's engineering team recently shared their experience with Qubes OS, a security-focused desktop operating system.

Social media / Extra Info

• Dread - Dark Net QubesOS .onion forum

27. Awesome Falsehood

Software Engineering

• Facts about State Machines - State machines are often misunderstood and under-applied.

28. Awesome Pokemon

Development Projects / Miscellaneous

• PokemonRedExperiments (⭐7k) - Playing Pokémon Red with Reinforcement Learning.

29. Awesome for Beginners

Pug

• Rawsec Cybersecurity Inventory (label: difficulty::easy)
  An inventory of tools and resources that aims to help people to find everything related to CyberSecurity.

30. Awesome Graphql

Servers / React

• modus (⭐181) - Serverless runtime based on WebAssembly that delivers auto-generated GraphQL APIs.

Tools - Miscellaneous / React

• gqlhash (⭐5) - Lightning fast query hasher that ignores formatting diffs and comments and supports multiple hashing functions.

31. Awesome Selfhosted

Software / Automation

• Discount Bandit ⚠ - Track pricing, stock status of products across multiple stores such as Amazon, Ebay, Walmart, etc. (Demo, Source Code (⭐256)) GPL-3.0 PHP/Docker

• Github Ntfy (⭐2) ⚠ - Push notifications to NTFY when a new release is available on Docker Hub or Github. (Clients (⭐18k)) GPL-3.0 Docker

• HandBrake Web (⭐237) - Platform to use one or more instances of HandBrake video transcoder on a headless device via a web interface. AGPL-3.0 Docker

Software / Content Management Systems (CMS)

• Vvveb CMS - Powerful and easy to use CMS to build websites, blogs or e-commerce stores. (Demo, Source Code (⭐366)) AGPL-3.0 PHP/Docker

Software / Inventory Management

• Cannery - Firearm and ammunition tracker app. (Source Code) AGPL-3.0 Docker

• Open QuarterMaster - Powerful inventory management system, designed to be flexible and scalable. (Source Code (⭐12)) GPL-3.0 deb/Docker

Software / Knowledge Management Tools

• LibreKB - A web-based knowledge base solution. A simple web app, it runs on pretty much any web server or hosting provider with PHP and MySQL. (Source Code (⭐16)) GPL-3.0 PHP

Software / Learning and Courses

• scholarsome - Web-based and open source interactive flashcard learning software studying for the masses. (Demo, Source Code (⭐516)) GPL-3.0 Docker

Software / Miscellaneous

• Geeftlist - Collaborative platform for managing, sharing and reserving gifts between friends and family. GPL-3.0 Docker

Software / Money, Budgeting & Management

• Maybe - An OS for your personal finances built by a small team alongside an incredible community. (Source Code (⭐34k)) AGPL-3.0 Docker

Software / Pastebins

• lesma - Simple paste app friendly with browser and command line. (Demo, Source Code) GPL-3.0 Rust/Docker

Software / Time Tracking

• Beaver Habit Tracker (⭐152) - Habit tracking app to save your precious moments in your fleeting life. (Demo) BSD-3-Clause Docker

32. Free for Dev

APIs, Data, and ML

• Mintlify — Modern standard for API documentation. Beautiful and easy-to-maintain UI components, in-app search, and interactive playground. Free for 1 editor.

• Sqlable - A collection of free online SQL tools, including an SQL formatter and validator, SQL regex tester, fake data generator, and interactive database playgrounds.

CI and CD

• cirun.io - Free for public GitHub repositories

• Terramate - Terramate is an orchestration and management platform for Infrastructure as Code (IaC) tools such as Terraform, OpenTofu, and Terragrunt. Free up to 2 users including all features.

Monitoring

• OntarioNet.ca CN Test — Check if a website is blocked in China by the Great Firewall. It identifies DNS pollution by comparing DNS results and ASN information detected by servers in China versus servers in the United States.

33. Discount for Student Dev

Version Control

• Tower [FREE] - Tower for Students provides free access to Tower "Pro" as a student. If you're enrolled as a student, you can use Tower "Pro" for free! Apply with your school email address.

34. Awesome Macos Screensavers

Apple Inspired

Flip Clock Screensaver

A flip clock screensaver that can automatically dim the screen.

Free

35. Awesome Icons

General

• Iconify Deign (⭐4.6k) - Most popular icon sets in one framework containg over 200,000 open source vector icons. (Website)

• React Icons (⭐12k) - Popular icon sets created especially for React projects. (Website)

36. Awesome Fonts

Free fonts / Fonts

• Martian Mono (⭐2.2k) - Free and open-source monospaced font from Evil Martians

• Monaspace (⭐14k) - An innovative superfamily of fonts for code

Programming fonts / Fonts

• Iconic Fonts (⭐44) - Over 50 Patched Fonts with 60,000+ Icons for Terminal, Window Managers, and More!

37. Awesome Flame

Open Source / Casual

• Sober Driver (⭐6) - An app with 10 mini games to designate a sober driver for a night out. Get it on Google Play, App Store. By Mauro Vanetti.

38. Game Datasets

Dataset / Web

• Animal Crossing New Horizons Catalog - Comprehensive inventory of items, villagers, clothing, fish/bugs etc.

• Board Games Dataset - Attributes and the ratings from board games in BoardGameGeek.

• The Complete Pokemon Dataset - Pokemon data from all generations.

Dataset / Related

• Computer Games Dataset - Gaming World: A Comprehensive Computer Games Dataset.

• Nintendo Games - Nintendo games for all platforms scraped from metacritc.

• PC Games Sales - Dataset of the best selling PC games.

• Steam Video Games - Steam user interactions.

• Video Game Sales - Sales data from games.

39. Awesome Godot

Plugins and scripts / Godot 4

• Talo (⭐18) - A self-hostable game backend for managing players, leaderboards, stats, saving/loading data and more.

40. Awesome Svelte

Table

• powertable (⭐218) - PowerTable is a JavaScript component that turns JSON data into an interactive HTML table. This facilitates manual inspection, sorting, filtering, searching, and editing of the data.

• svelte-pivottable (⭐17) - Svelte-based pivot table library with drag'n'drop functionality.

Icons

• svesome (⭐2) - A fontawesome v6 icons wrapper for svelte its awesome.

Drag & Drop

• neodrag (⭐1.6k) - One Draggable to rule them all 💍.

HTTP Requests / Form Components

• sswr (⭐239) - Svelte stale while revalidate (SWR) data fetching strategy.

• svelte-query - Fetch, cache and update data in your Svelte applications all without touching any "global state".

Sound & Video / Form Components

• svelte-sound (⭐46) - Svelte Actions to play interaction sounds on target DOM events.

Internationalization / Form Components

• ParaglideJS - Tiny, typesafe i18n library with translated links out of the box.

41. Awesome Tailwindcss

Tools

• 🎨🔧 CSS Variables Editor - AI-powered Chrome extension for managing colors in daisyUI and shadcn/ui.

42. Awesome Vue

Components & Libraries / Utilities

• mobx-vue-lite (⭐74) - Lightweight Vue 3 bindings for MobX based on Composition API.

• mobx-vue (⭐476) - Vue 2 bindings for MobX.

43. Awesome Angular

Analytics / Google Developer Experts

• ngx-clarity (⭐18) - A useful Angular library that automatically injects the script tag required to use Microsoft Clarity.

Integrations / Google Developer Experts

• ngx-pendo (⭐16) - A simple wrapper to load Pendo in Angular.

• ngx-surreal (⭐1) - Lightweight Angular wrapper for the SurrealDB JavaScript SDK.

Internationalization / Google Developer Experts

• translate (⭐23) - Translation library for Angular and Ionic applications.

• ngx-merge-json-translations (⭐1) - This builder helps merge the messages.json file, after running extract-i18n, into target files using specified locales taking care to delete removed keys and add new ones.

Free / Google Developer Experts

• LightNap (⭐61) - LightNap (lightweight .NET Core/Angular/PrimeNG) is a full stack starter kit designed to provide a boost to Single Page Applications (SPA). It includes built-in support for ASP.NET Core Identity, JWT token management, and administrative features for managing identity, offering a solid foundation to be extended for any application scenario.

Testing / Google Developer Experts

• Meticulous AI - Cover the 1000s of edge cases of your application - without writing or maintaining a single test.

• ngtx (⭐9) - ngtx stands for "Angular Testing Extensions" and is a small set of functions aiming to make your life easier when testing Angular components.

Captcha / Google Developer Experts

• ngx-slider-recaptcha (⭐2) - Customizable Angular library that provides a slider-based CAPTCHA component to help secure forms from spam and bot submissions.

Carousels / Google Developer Experts

• ngx-simple-gallery (⭐1) - A lightweight gallery library for Angular 18 that presents all images as thumbnails, expanding them to full size upon clicking or tapping.

Charts / Google Developer Experts

• ng-draw-flow (⭐9) - A library for creating interfaces based on displaying data as nodes. It allows you to create both simple diagrams and complex editors for building customised charts and graphs.

Form Controls / Google Developer Experts

• ngx-phone-field (⭐1) - An Angular directive that provides international phone input with country flag dropdowns. It integrates with Angular forms, supporting both Reactive Forms and Template-Driven Forms.

• ngx-rabe-star (⭐2) - An Angular library that provides a customizable star rating component for your Angular application.

• ngx-mat-birthday-input (⭐1) - An Angular Material library for entering a birthday.

• ngx-countries-dropdown (⭐5) - Angular library with customizable countries dropdown component with flags, dial code, language and currency details.

Validation / Google Developer Experts

• ngx-form-errors (⭐11) - Display form validation errors for Angular Reactive forms.

Images / Google Developer Experts

• ngx-img-cropper (⭐191) - Image cropping tool for Angular.

Loaders / Google Developer Experts

• nx-svg-loaders (⭐3) - Angular, React, Svelte, Vue SVG loader/spinner collection.

Media / Google Developer Experts

• ngx-video-timeline (⭐12) - Video playback progress bar component.

Mixed utilities / Google Developer Experts

• ngx-utility (⭐1) - Various helpers for forms, zones, DOM manipulation, HTTP requests, and more.

Modals / Google Developer Experts

• up-window-angular (⭐3) - An Angular library designed to create dynamic, customizable modals and window-based components for web applications.

State Management / Google Developer Experts

• ng (⭐2) - An Angular-specific extension of @bitfiber/rx (⭐2) built on top of RxJS, designed to manage reactive state, asynchronous workflows, and events in Angular applications. It provides a structured approach to handling complex data flows using emitters, states, groups, and stores, allowing seamless integration of various reactive sources like emitters, states, and observables.

Misc Components / Google Developer Experts

• ngx-morse (⭐6) - A simple morse code encoder and decoder for Angular.

Ionic / Google Developer Experts

• ionic-component-snippets (⭐2) - This repository showcases demos and libraries that aren't officially supported by Ionic yet, but can be useful for developers and their apps.

44. Awesome Vite

Templates / Vanilla

• create-domco (⭐32) - Starter template for domco.

Templates / React

• react-boilerplate (⭐0) - Template for bootstrapping with Eslint + Husky + Prettier.

Framework-agnostic Plugins / Integrations

• vite-plugin-eslint2 (⭐27) - Runs ESLint synchronously/asynchronously.

Framework-agnostic Plugins / Bundling

• vite-plugin-static-filehash (⭐2) - It can help the program improve the cache hit rate.

Libraries / Community

• domco (⭐32) - Minimal full-stack JavaScript. Turns a Vite app into a full-stack application with minimal dependencies.

Open Source / Community

• Revili (⭐4) - A command and GUI integration tool.

45. Awesome Neovim

Programming Languages Support / Diagnostics

• nvim-flutter/flutter-tools.nvim (⭐1.1k) - Build Flutter and Dart applications using the native LSP.

Fuzzy Finder / Diagnostics

• crispgm/telescope-heading.nvim (⭐126) - Telescope extension to switch between headings of AsciiDoc, Markdown, Vimdoc, etc.

Color / Diagnostics

• max397574/colortils.nvim (⭐395) - A plugin providing utils to work with colors (picker, conversion) inside Neovim.

Tree-sitter Supported Colorscheme / Diagnostics

• zenbones-theme/zenbones.nvim (⭐757) - A collection of Vim/Neovim colorschemes designed to highlight code using contrasts and font variations.

Statusline / Diagnostics

• sschleemilch/slimline.nvim (⭐35) - A slim, minimal and opinionated Lua statusline.

Startup / Diagnostics

• max397574/startup.nvim (⭐450) - The fully customizable greeter for Neovim.

CSV Files / Diagnostics

• hat0uma/csvview.nvim (⭐37) - An asynchronous CSV/TSV table viewer with real-time updates, configurable comments and delimiters, and multiple display modes.

Neovim Lua Development / Diagnostics

• YaroSpace/lua-console.nvim (⭐13) - A handy scratch pad / REPL / debug console for Lua development and Neovim exploration and configuration.

Editing Support / Diagnostics

• csessh/stopinsert.nvim (⭐13) - Automatically exit Insert mode after inactivity.

• tummetott/unimpaired.nvim (⭐63) - Lua port of tpope/vim-unimpaired (⭐3.3k).

46. Awesome Tmux

Plugins

• tmux-easymotion (⭐24) EasyMotion-like plugin with pane jumping capabilities in tmux.

Plugins / Development and testing

• gotmux (⭐2) A golang library to interact with tmux.

47. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• cycle-jobs (⭐0) - The ZSH Cycle Jobs Plugin is a simple yet powerful tool that enhances your terminal workflow by allowing you to cycle through background jobs using a single keyboard shortcut. This plugin is particularly useful for developers and system administrators who frequently work with multiple background processes.

• history-on-success (⭐0) - Save yourself from repeating the same mistakes by filtering out your unsuccessful commands from your zsh history file. Based on a blog post by Dean Scarff.

• quiet-accept-zle (⭐13) - Enables you to run typed zsh command without triggering new prompt, history entry, or having output being outputed.

• tmux-sessionizer (⭐0) - tmux sessionizer as seen on ThePrimeagen.

• wpm (⭐1) - Lets you test your typing speed in a terminal, track WPM, accuracy, and more. Results are saved in a handy JSON format for easy tracking.

Themes / superconsole - Windows-only

• catpuccin-kali (⭐0) - Inspired by oh-my-posh catpuccin theme. Includes decorators for username@hostname, current directory and git status.

• droolmaw (⭐0) - Configurable prompt that resembles Powerline (⭐14k). Requires a Nerd font. Includes decorators for username, current directory, current directory path, datetime, git author, git status, mise language version and a configurable message based on the exit status of the last command run.

• green-lambda (⭐0) - Minimalist Lambda theme. Includes git decorations.

• pentest-report (⭐6) - Designed for pentesters, offering a clean and efficient prompt to streamline daily tasks during audits and penetration testing. The theme includes decorators for real-time display of the date, time, IP address, current directory, and the result of the last executed command.

48. Awesome Dotfiles

Find dotfiles repos / Using specific tools

• Tip: search for a filename on GitHub, e.g. path:**/.gitconfig.

Tools / Ansible

• rotz (⭐350) - Fully cross platform dotfile manager and dev environment bootstrapper written in Rust.

49. Awesome Directus

Extensions / Community

• Auto generate file transformations (⭐0) - Automatically generate selected file transformations on upload

50. Awesome Theoretical Computer Science

Lecture Notes / Monograph

• Erik Demaine. Advanced Data Structures. MIT - It covers major results and current directions of research in data structure.

• Indyk & Daskalakis. Learning-augmented Algorithms. MIT

Lecture Videos Playlist / Monograph

• Parametarized Algorithms by Warsaw

Big List / Monograph

• Algorithms with Predictions

Probabilistic Method / Lecture Notes

• Yufei. Probabilistic Methods in Combinatorics. MIT and Yufei's Graph Theory book - Showing some combinatorial object exists and prove that a certain random construction works with positive probability. The course focuses on methodology as well as combinatorial applications.

Probabilistic Method / Lecture Videos Playlist

• Luke Postle. Probablistic Methods. Waterloo

Graph Theory / Lecture Videos Playlist

• Graph Theory by Waterloo

Aggregators / Lecture Videos Playlist

• Hermann's Conferences in TCS - TCS Conferences collected in one table.

• Salamon's List - Selected Conferences.

Live / Lecture Videos Playlist

• Simons' Institute - Programs, Events, and workshops, that aim toward maximizing impact and engagement across the theoretical computer science community.

Archived / Lecture Videos Playlist

• Turing Laureates Lectures and Turing Laureates Interviews - ACM Turing Award Laureates delivers a lecture before a forum of their choice on a subject of their choice.

Associations / Lecture Videos Playlist

• ACM's SIGACT

• European Association of TCS

Jobs / Lecture Videos Playlist

• Yaroslavtsev. Hires spreadsheet 2022 - A crowdsourced spreadsheet created to collect information about theory hires in year 2022.

Podcasts / Lecture Videos Playlist

• Berkeley in the 80s - Interviews with eminent figures in Berkeley.

• ACM ByteCast - Researchers, practitioners and innovators who are at the intersection of research and practice, sharing their experiences, lessons, visions for the future.

51. Awesome Machine Learning

Python / General-Purpose Machine Learning

• Opik (⭐2.1k): Evaluate, trace, test, and ship LLM applications across your dev and production lifecycles.

Python / Speech Recognition

• EspNet (⭐8.5k) - ESPnet is an end-to-end speech processing toolkit for tasks like speech recognition, translation, and enhancement, using PyTorch and Kaldi-style data processing.

52. Awesome Datascience

MOOC's

• Data Science for Beginners - Learn with AI tutor

• Machine Learning for Beginners - Learn with AI tutor

Podcasts / Book Deals (Affiliated) 🛍

• The Analytics Engineering Podcast

Comics / Book Deals (Affiliated) 🛍

• Data Science Cartoons

• Data Science: The XKCD Edition

53. Awesome Billing

Business Intelligence / Data Engineering

• The Soul of an Old Machine: Revisiting the Timeless von Neumann Architecture - Floats were suspicious even before the first general-purpose computer (EDVAC) was built: “Von Neumann wasn't entirely sold on why we might need floating-point numbers. He was quite vocal in his critique of floating-point numbers.” The author of this article complement this critique by illustrating the issue of precision and rounding.

54. Awesome Developer First

Automation

• Potpie - Open source AI agents for your codebase in minutes. Use pre-built agents for Q&A, testing, debugging and system design or create your own purpose-built agents.

55. Awesome Docker

Web / Other

• Komodo (⭐1.8k) - A tool to build and deploy software on many servers

• Next: Nov 10, 2024