Awesome List Updates on Jan 23 - Jan 29, 2023
47 awesome lists updated this week.
🏠 Home · 🔍 Search · 🔥 Feed · 📮 Subscribe · ❤️ Sponsor
1. Awesome Python Data Science
Machine Learning / General Purpose Machine Learning
- dlib (⭐14k) - Toolkit for making real-world machine learning and data analysis applications in C++ (Python bindings).
Machine Learning / Ensemble Methods
- Stacking (⭐224) - Simple and useful stacking library written in Python.

Machine Learning / Imbalanced Datasets
- imbalanced-learn (⭐7k) - Module to perform under-sampling and over-sampling with various techniques.

Deep Learning / PyTorch
- skorch (⭐6.1k) - A scikit-learn compatible neural network library that wraps PyTorch.

- ChemicalX (⭐745) - A PyTorch-based deep learning library for drug pair scoring.

Deep Learning / TensorFlow
- tfdeploy (⭐354) - Deploy TensorFlow graphs for fast evaluation and export to TensorFlow-less environments running numpy.

- Ludwig (⭐12k) - A toolbox that allows one to train and test deep learning models without the need to write code.

- Hyperas (⭐2.2k) - Keras + Hyperopt: A straightforward wrapper for a convenient hyperparameter.

Model Explanation / Others
- dalex (⭐1.4k) - moDel Agnostic Language for Exploration and explanation.


- Shapley (⭐220) - A data-driven framework to quantify the value of classifiers in a machine learning ensemble.
- tensorboard-pytorch (⭐8k) - Tensorboard for PyTorch (and chainer, mxnet, numpy, ...).
Optimization / Others
- sklearn-genetic-opt (⭐343) - Hyperparameters tuning and feature selection using evolutionary algorithms.

- OR-Tools - An open-source software suite for optimization by Google; provides a unified programming interface to a half dozen solvers: SCIP, GLPK, GLOP, CP-SAT, CPLEX, and Gurobi.
Experimentation / Synthetic Data
- Neptune - A lightweight ML experiment tracking, results visualization, and management tool.
- Sacred (⭐4.3k) - A tool to help you configure, organize, log, and reproduce experiments.
Data Validation / Synthetic Data
- pandera (⭐3.9k) - A lightweight, flexible, and expressive statistical data testing library.
Evaluation / Synthetic Data
- sklearn-evaluation (⭐3) - Model evaluation made easy: plots, tables, and markdown reports.

- AI Fairness 360 (⭐2.6k) - Fairness metrics for datasets and ML models, explanations, and algorithms to mitigate bias in datasets and models.
Quantum Computing / Synthetic Data
- cirq (⭐4.6k) - A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
Conversion / Synthetic Data
- sklearn-porter (⭐1.3k) - Transpile trained scikit-learn estimators to C, Java, JavaScript, and others.
2. Awesome Game Remakes
RPG
- OpenEnroth (⭐775) - Might and Magic VI-VIII engine remake using original data & code.
3. ALL About RSS
🧩 API / Webpage Monitor Services with capability of monitoring RSS Feed 1264
Web Feed Specifications / Specification Converters
Apps / Outline Processor Markup Language
Hosted Readers / Outline Processor Markup Language
Self Hosted Readers / Outline Processor Markup Language
🔨 Blog Generator that Support RSS / Crypto or Blockchain relevant
TTRSS / Outline Processor Markup Language
FreshRSS / Outline Processor Markup Language
- https://rss.husay.cc by 胡鹤仙
(Registration disabled)
Miniflux / Outline Processor Markup Language
🔍 Feed Search Engines / 酷Q Plugin
universally from / multiple sources
specifically from (a certain platform) / WebArchive
RSS2KINDLE / Docsify
RSS2WIDGET / For browser
Feed Analytics / Webpage Monitor Services with capability of monitoring RSS Feed 1264
Combine multiple feeds into one / Webpage Monitor Services with capability of monitoring RSS Feed 1264
⛓ OPML management / Webpage Monitor Services with capability of monitoring RSS Feed 1264
Aggregators of Indieblogs / Crypto or Blockchain relevant
4. Awesome Agi Cocosci
Meta-Level Considerations / Rationality
- Foundations of intuitive power analyses in children and adults - Nature Human Behavior, 2022. [All Versions]. Evidences support that people have some of the foundations for 'intuitive power analyses', which help people use intuitive statistical reasoning and metacognitive strategies to estimate how much information they might need to solve different discrimination problems.
5. Awesome Cpp
Database
- Kvrocks (⭐3.9k) - A distributed key value NoSQL database that uses RocksDB as storage engine and is compatible with Redis protocol. [Apache2]
6. Alternative Internet
Developer tools and frameworks
- DB3 Network (⭐378) - DB3 Network is an open-source decentralized firebase firestore alternative to build dapps quickly with minimal engineering effort.
7. Awesome Lowcode
Marketing
- Klaviyo - Ecommerce marketing automation platform.
8. Awesome Pinned Gists
User Defined
- date-box (⭐3) - Update a pinned gist to contain your anniversaries and countdown days (or hours).
9. Awesome Bioinformatics
Assembly / Tools
- Minimap2 (⭐2k) - Minimap2 is an pairwise aligner for genomic and spliced nucleotide sequences. It can perform the assembly-to-assembly alignment, and works with gzip'd FASTQ, FASTA formats. It also finds overlaps between long-reads.
- D-GENIES - Dot plot large Genomes in an Interactive, Efficient and Simple way. It is an online tool designed to support large genome, compare two genomes, and you can interact with the dot plot to improve the visualisation. It can also be used for extension of minimap2 by uploading the output generated in PAF(Pairwise mApping Format) or MAF(Multiple Alignment File) alignment files to D-GENIES
10. Urban and Regional Planning Resources
Planning Coding Resources / Other
- global-indicators (⭐2) - Case study projected dedicated to developing global healthy and sustainable city-indicators collaboration.
11. Awesome Graphql
Java / React
- graphql-orchestrator-java (⭐71) GraphQL Orchestrator/Gateway library that supports Schema Stitching and Apollo Federation directives to combine schema from multiple GraphQL microservices into a single unified schema.
12. Awesome Devsecops
Related Lists / Ruby
- Awesome Platform Engineering (⭐425) - A curated list of solutions, tools and resources for Platform Engineering
13. Static Analysis
Other / Other
- Codecov ©️ — Codecov is a company that provides code coverage tools for developers and engineering leaders to gain visibility into their code coverage. They offer flexible and unified reporting, seamless coverage insights, and robust coverage controls. Codecov supports over 20 languages and is CI/CD agnostic. Over 29,000 organizations and 1 million developers use Codecov. Codecov has recently joined Sentry.
14. Awesome Flame
App Releases / Casual
- TTG - Through The Galaxies - Android, iOS - Control the rocket to go through the planets to gain higher and higher score. By imaNNeo
15. Awesome Qubes OS
System Information & Requirements
- Certified Hardware - We aim for these vendors to be as diverse as possible in terms of geography, cost, and availability.
- Hardware compatibility list (HCL) - The HCL is a compilation of reports generated and submitted by users across various Qubes versions about their hardware’s compatibility with Qubes.
How-to guides
- How to back up, restore, and migrate - With Qubes, it’s easy and secure to back up and restore your whole system, as well as to migrate between two physical machines.
- How to copy and paste text - This page is about copying and pasting plain text.
- How to copy from dom0 - This page covers copying files and clipboard text between dom0 and domUs.
- How to install software - When you wish to install software in Qubes OS, you should generally install it in a template.
- How to use PCI devices - Unlike other devices (USB, block, mic), PCI devices need to be attached on VM-bootup.
- How to use devices - This is an overview of device handling in Qubes OS.
- How to use optical discs - Passthrough reading and recording (a.k.a., “burning”) are not supported by Qubes OS.
Templates
- Debian templates - The Debian template is an officially supported template in Qubes OS.
- Minimal templates - The minimal templates are lightweight versions of their standard template counterparts.
- Templates - In Getting Started, we covered the distinction in Qubes OS between where you install your software and where you run your software.
VM-Hardening
- Kicksecure - The following list of actionable items can help to improve security on the Qubes platform, and by extension Kicksecure ™ for Qubes users.
- Qcrypt (⭐18) -qcrypt is a multilayer encryption tool for Qubes OS.
- Qubes-VM-hardening (⭐74) - Leverage Qubes template non-persistence to fend off malware at VM startup: Lock-down, quarantine and check contents of /rw private storage that affect the execution environment.
Exploitation Tools / Unikernel-like
- Lldb - LLDB is a next generation, high-performance debugger.
16. Awesome Yew
Projects
- hurlurl (⭐65) - A randomizing link shortener, Live Demo.
Crates / Component Libraries
- yew-duskmoon-ui (⭐5) - Duskmoon UI Component Library. This package use
stylistto embbed css in components, so no extra CSS file is needed. Live Demo.
17. Magictools
Graphics / Assets/Placeholders
- 🆓 Pixelicious - Image-to-Pixel Art converter.
Engines and Frameworks / Voxel Editors
- 🎉 6502 Unit Test executor (⭐11) - A cross-platform unit testing tool for MOS 6502 assembly. (i.e. NES)
Ads / Voxel Editors
- Unity Ads - Unity3D Official Ads SDK.
18. Awesome Emails
Tools / Misc
- DevMail - An email sandbox for software developers. Capture emails from your dev, staging, QA, or CI environment.
19. Alternative Front Ends
Overview / Spotify
- spotifyd (⭐10k): unix daemon, using librespot.
Overview / IMDb
- libremdb (⭐358): A FOSS alternative front-end to IMDb.
- Official instance: https://libremdb.iket.me/
- Public Instances: https://github.com/zyachel/libremdb#instances (⭐358)
Overview / Quora
- Quetre (⭐468): A libre front-end for Quora
- Official website: https://quetre.iket.me/
- Public instances: https://github.com/zyachel/quetre#instances (⭐468)
20. Open Source Flutter Apps
Contents / Media
- TMDBM (⭐14) - The Movie Database Mobile is a popular database for movies and TV shows by srzh
21. Awesome Webxr
Development / Engines
- Rogue Engine - An HTML5 Game Engine based on Three.js and TypeScript.
- Wonderland Engine - A development platform designed specifically for building WebXR applications.
22. Awesome Stacks
Ethereum DApp ↗ / Resources
- db3.js - 🐙 (⭐13) - db3.js is the db3 network(Ethereum layer2) javascript API to write and query JSON documents
23. Awesome React Components
Form Logic / Mouse Events
- Phormal - Docs & Demos - Responsive, multilingual forms with built-in validation, support for dark mode and right-to-left languages.
24. Awesome Sysadmin
Software / ChatOps
- Hubot - A customizable, life embetterment robot. (Source Code (⭐17k))
MITNodejs
Software / Continuous Integration & Continuous Deployment
- Woodpecker - Community fork of Drone that uses Docker containers. (Source Code (⭐5.2k))
Apache-2.0Go
Software / Monitoring
- Adagios - Web based Nagios interface for configuration and monitoring (replacement to the standard interface), and a REST interface. (Source Code (⭐333))
AGPL-3.0Docker/Python
- Linux Dash (⭐10k) - A low-overhead monitoring web dashboard for a GNU/Linux machine.
MITNodejs/Go/Python/PHP
25. Awesome Ironsworn
Tools / Ironsworn
- Ironsworn and Starforged for Foundry VTT (⭐74) - Ironsworn, Delve and Starforged for Foundry Virtual Tabletop
Resources / Ironsworn
- Starforged Half-Page Worksheets - Half-page versions of the character, sector, progress, and connection worksheets
26. Awesome Generative Deep Art
Generative AI history, timelines, maps, and definitions
- [🔥] Base11 Research - generative-ai: report about Generative AI produced by the investment firm Base10
Image Segmentation / Deforum
- [🔥🔥🔥] archinetai/audio-ai-timeline (⭐1.9k): A timeline of the latest AI models for audio generation, starting in 2023
- MusicLM: generating music from text
Related Awesome Lists / Deforum
- [🔥] amrzv/awesome-colab-notebooks (⭐1.5k): Collection of google colaboratory notebooks for fast and easy experiments
27. Awesome Datascience
Free Courses
- ML Observability Fundamentals - Learn how to monitor and root-cause production ML issues.
- Weights & Biases Effective MLOps: Model Development - Free Course and Certification for building an end-to-end machine using W&B
28. Awesome Chatgpt
Featured
29. Awesome Phalcon
CMS & Blogs
- Element CMF (⭐26) - Admin panel for everything Demo (admin | adminpass)
30. Awesome Blazor
Videos / Others
- Blazor United prototype -
January 24, 2023 - A quick look at some of the experiments we're considering for Blazor in .NET 8.
Articles / Others
- Steve Sanderson Wows Web-Devs with Peek at 'Blazor United' for .NET 8 - January 26, 2023 - We've started some experiments to combine the advantages of Razor Pages, Blazor Server and Blazor WebAssembly all into one thing.
- Using .NET code from JavaScript using WebAssembly - January 23, 2023 - Blazor WebAssembly allows to run a .NET web application in a browser. Starting with .NET 7, you can easily run any .NET method from JavaScript without needing the whole Blazor framework. Let's see how to run a .NET method from JavaScript.
31. Awesome Neovim
(requires Neovim 0.5)
- DNLHC/glance.nvim (⭐814) - A pretty window for previewing, navigating and editing your LSP locations.
Language / Diagnostics
- niuiic/translate.nvim (⭐41) - Invoke any translation engine via shell command.
Editing Support / Diagnostics
- ~nedia/auto-save.nvim - Extremely simple auto saving on
InsertLeave&TextChanged. Based on Pocco81/AutoSave but lighter.
Formatting / Diagnostics
- ~nedia/auto-format.nvim - Does no formatting by itself, but sets up an autocmd to format on save, preferring null-ls over LSP client formatting.
Split and Window / Diagnostics
- nyngwang/NeoNoName.lua (⭐29) - Layout preserving buffer deletion.
32. Awesome Crystal
Image processing
- Pluto (⭐70) - A fast and convenient image processing library
33. Awesome Raspberry Pi
OS Images
- FreeBSD - FreeBSD is an advanced computer operating system used to power modern servers, desktops, and embedded platforms.
34. Awesome Substrate
Social
- Substrate Developers Chat (Telegram) - Chat with other Substrate developers, also bridged to matrix.
Videos
- Substrate Seminar Twitch - Biweekly stream hosted by Polkadot Developers Twitch.
- Old Seminar Crowdcast - Seminar archive.
- Older Seminar Crowdcast - Older still Seminar archive.
Templates
- polkadot-js-api-ts-template (⭐19) - A template project to kickstart hacking on top of
@polkadot/api.
- INK!athon - Full-stack dApp boilerplate with ink! smart contracts and a React frontend using the
useInkathon(listed below) hooks library maintained by Scio Labs.
Client Libraries
- Rust API Client (⭐265) - Rust client maintained by Supercomputers Systems AG.
useInkathon- Typesafe React Hooks library abstracting functionality by polkadot.js for working with Substrate-based networks and ink! smart contracts maintained by Scio Labs.
Tools
- Minimark (⭐4) - Implementation of RMRK NFT v1/v2 protocol maintained by KodaDot.
- Nova Polkadot Utils (⭐36) - Contains static info & metadata to support client apps in Polkadot ecosystem to map it to various netowrks.
- Polkadot PANIC (⭐38) - Monitoring and alerting solution for Polkadot nodes by Simply VC, compatible with many Substrate chains.
- Typechain-Polkadot (⭐13) - Hepls users to generate typescript types from contract ABIs (ink!) and generate runtime code to interact with contracts and deploy them.
Products and Services
- PrivHost - Public Tor .onion supported nodes for Polkadot, Kusama and Edgeware.
- Substrate Devops Guide - Parity devops team's configuration and guidance on deploying, monitoring, and maintaining node infrastructure.
SCALE Codec
- JavaScript / TypeScript implementations:
- polkadot-js/api (⭐1.1k) - Maintained by Polkadot-JS.
- scale-ts (⭐17) - Maintained by Josep M Sobrepere.
- soramitsu/scale-codec-js-library (⭐6) - Maintained by Soramitsu.
35. Awesome Micropython
Community / SRAM
- MicroPython on Mastodon / Fediverse - Follow MicroPython in the Fediverse.
IDEs / SRAM
- ESP32-MPY-Jama (⭐472) - Tool for managing Espressif ESP32 microcontrollers with MicroPython.
36. Awesome Math
Youtube Series
37. Awesome Selfhosted
Software / Blogging Platforms
- PluXml - XML-based blog/CMS platform. (Source Code (⭐228))
GPL-3.0PHP
Software / Communication - Custom Communication Systems
- WBO (⭐2.4k) - Web Whiteboard to collaborate in real-time on schemas, drawings, and notes. (Demo)
AGPL-3.0Nodejs/Docker
Software / Communication - Email - Mail Delivery Agents
- Cyrus IMAP - Email (IMAP/POP3), contacts and calendar server. (Source Code (⭐590))
BSD-3-Clause-AttributionC
Software / Communication - Social Networks and Forums
- Isso - Lightweight commenting server written in Python and Javascript. It aims to be a drop-in replacement for Disqus. (Source Code (⭐5.2k))
MITPython/Docker
Software / Communication - XMPP - Web Clients
- Libervia - Web frontend from Salut à Toi.
AGPL-3.0Python
Software / E-commerce
- Open Source POS (⭐3.8k) - Open Source Point of Sale is a web based point of sale system.
MITPHP
Software / Feed Readers
- Kriss Feed (⭐283) - Simple and smart (or stupid) feed reader.
CC0-1.0PHP
Software / Media Streaming - Video Streaming
- SyncTube (⭐309) - Lightweight and very simple to setup CyTube alternative to watch videos with friends and chat.
MITNodejs/Haxe
Software / Miscellaneous
- google-webfonts-helper (⭐13k)
⚠- Hassle-Free Way to Self-Host Google Fonts. Get eot, ttf, svg, woff and woff2 files + CSS snippets. (Demo)MITNodejs
Software / Software Development - API Management
- Yaade - Yaade is an open-source, self-hosted, collaborative API development environment. (Source Code (⭐1.8k))
MITDocker
Software / Status / Uptime pages
- cState - Static status page for hyperfast Hugo. Clean design, minimal JS, super light HTML/CSS, high customization, optional admin panel, read-only API, IE8+. Best used with Netlify, Docker. (Demo, Source Code (⭐2.7k))
MITGo
List of Licenses / Wikis
0BSD- BSD Zero-Clause Licence
AGPL-3.0- GNU Affero General Public License 3.0
Apache-2.0- Apache, Version 2.0
APSL-2.0- Apple Public Source License, Version 2.0
Artistic-2.0- Artistic License Version 2.0
BSD-2-Clause- BSD 2-clause "Simplified"
BSD-2-Clause-FreeBSD- BSD 2-Clause FreeBSD License
BSD-3-Clause- BSD 3-Clause "New" or "Revised"
BSD-3-Clause-Attribution- BSD with attribution
CC-BY-SA-3.0- Creative Commons Attribution-ShareAlike 3.0 License
CC-BY-SA-4.0- Creative Commons Attribution-ShareAlike 4.0 License
CC0-1.0- Public Domain/Creative Common Zero 1.0
CDDL-1.0- Common Development and Distribution License
EPL-1.0- Eclipse Public License, Version 1.0
EPL-2.0- Eclipse Public License, Version 2.0
EUPL-1.2- European Union Public License 1.2
GPL-2.0- GNU General Public License 2.0
GPL-3.0- GNU General Public License 3.0
LGPL-2.1- Lesser General Public License 2.1
LGPL-3.0- Lesser General Public License 3.0
MIT- MIT License
MPL-1.1- Mozilla Public License Version 1.1
MPL-2.0- Mozilla Public License
OSL-3.0- Open Software License 3.0
Sendmail- Sendmail License
Ruby- Ruby License
Unlicense- The Unlicense
Zlib- Zlib/libpng License
ZPL-2.0- Zope Public License 2.0
38. Awesome No Login Web Apps
Drawing / Others
- PixelCraft - A Pixel Art Editor and animation creation tool
Games / Others
- Gidd.io - Collection of classic games like UNO, Yatzy, Scattergories and GeoGuess.
Graphics, Image and Design / Others
- Branition Colors - Hand-curated collection of color pallets best fitted for branding.
Study and Education / Others
- KeepFormula - Keep Formula is a simple app to make your calculations easier.
Utilities (uncategorized) / Others
- Bucket Listy - Bucket list manager with unique ideas where you can add your own.
39. Awesome Music
Audio Libraries
- chord-mark (⭐76) - reference implementation of ChordMark, a text notation format for lyrics, chords and rhythm.
Music Notation
- ChordMark - a text-based notation format for lyrics, chords and rhythm.
40. Awesome Cl
Git / Third-party APIs
41. Awesome Audit Algorithms
Papers / 2022
- A zest of lime: towards architecture-independent model distances - (ICLR) Measures the distance between two remote models using LIME.
42. Awesome Java
Database / Text-Based User Interfaces
- HSQLDB - HyperSQL 100% Java database.
Development / Text-Based User Interfaces
- Tail - Enable infinite recursion using tail call optimization.
Imagery / Text-Based User Interfaces
- image-comparison (⭐370) - Library that compares 2 images with the same sizes and shows the differences visually by drawing rectangles. Some parts of the image can be excluded from the comparison.
Microservice / Text-Based User Interfaces
- JDA (⭐4.5k) - Wrapping of the Discord REST API and its WebSocket events.
- KeenType - Modernized version of a Java-based implementation of the New Typesetting System, which was heavily based on Donald E. Knuth's original TeX.
- kubernetes-client (⭐3.5k) - Client provides access to the full Kubernetes & OpenShift REST APIs via a fluent DSL.
- OpenAI-Java (⭐4.8k) - Java libraries for using OpenAI's GPT-3 API.
Science / Other
- DataMelt - Environment for scientific computation, data analysis and data visualization. (GPL-3.0-or-later)
Security / Other
- DependencyCheck (⭐25) - Detects publicly disclosed vulnerabilities contained within a project's dependencies.
Testing / Miscellaneous
- log-capture (⭐15) - Captures log entries and provides assertions for unit and integration testing.
Utility / Mocking
- Chocotea (⭐44) - Generates postman collection, environment and integration tests from java code.
43. Awesome Gnome
Office
- NFO Viewer - Simple viewer for NFO files, beating text editors with preset font and encoding settings and clickable hyperlink support.
Productivity and Time
- Endeavour - Manage your tasks.
44. Awesome Vulkan
Bindings
- Deno Vulkan (⭐15) - Vulkan API bindings for Deno. [Apache Licence 2.0]
Tools
- VulkanTools (⭐718) - LunarG's tools including layers and configurator. [Apache Licence 2.0]
45. Awesome Docker
Monitoring Services / Other
- Docker Certification 💲 will help you to will Learn Docker containerization, running Docker containers, Image creation, Dockerfile, Docker orchestration, security best practices, and more through hands-on projects and case studies and helps to clear Docker Certified Associate.
- Docker dev bookmarks - use the tag docker
46. Awesome Capacitor
Cordova plugins / Compatible
Cordova plugins / Incompatible
cordova-plugin-add-swift-support(not needed, Capacitor has built in Swift support)
cordova-plugin-compat(not needed)
cordova-plugin-console(not needed, Capacitor has its own)
cordova-plugin-crosswalk-webview(Capacitor doesn't allow to change the webview)
cordova-plugin-ionic-keyboard(not needed, Capacitor has it's own)
cordova-plugin-ionic-webview(not needed, Capacitor uses WKWebView)
cordova-plugin-music-controls(causes build failures, skipped)
cordova-plugin-splashscreen(not needed, Capacitor has its own)
cordova-plugin-statusbar(not needed, Capacitor has its own)
cordova-plugin-wkwebview-engine(not needed, Capacitor uses WKWebView)
cordova-plugin-googlemaps(causes build failures on iOS, skipped for iOS only)
47. Awesome Zsh Plugins
Plugins / superconsole - Windows-only
- evalcache (⭐230) - Caches the output of a binary initialization command like
eval "$(hub alias -s)", to help lower shell startup time by loading from cache instead of re-running every new shell session.
- pnpm (mat2ja) (⭐3) - Better pnpm aliases.
Themes / superconsole - Windows-only
- zcmder (⭐1) - inspired by Cmder with decorators for
gitinformation, current directory and root status.
- Prev: Jan 30 - Feb 05, 2023
- Next: Jan 16 - Jan 22, 2023


