Awesome List Updates on Oct 19, 2023

14 awesome lists updated today.

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1. Awesome Python Data Science

Machine Learning / General Purpose Machine Learning

• PyCaret (⭐8.4k) - An open-source, low-code machine learning library in Python.

Reinforcement Learning / Others

• DI-engine (⭐2.6k) - OpenDILab Decision AI Engine.

• Imitation (⭐1.1k) - Clean PyTorch implementations of imitation and reward learning algorithms.

2. Awesome Naming

Functions

• munch - Parser function that greedily consumes an input stream until it's satisfied.

3. Awesome React

React Integration

• tailwind-react - Article that shows you how to integrate React application with Tailwind

4. Awesome Vite

Templates / Vanilla

• create-domco (⭐16) - Starter template for domco SSG.

5. Awesome Neovim

Media / Diagnostics

• edluffy/hologram.nvim (⭐1.3k) - A cross platform terminal image viewer. Works on macOS and Linux.

Code Runner / Diagnostics

• dasupradyumna/launch.nvim (⭐48) - A simple and quick task launcher which allows dynamically configuring tasks on the fly, with optional support for debugging.

6. Typedb Awesome

Open source projects using TypeDB

• Blitz-ORM - Blitz-ORM is an Object Relational Mapper written in TypeScript and compatible with TypeDB.

• TypeDB-ML - TypeDB-ML provides tools to enable graph algorithms and machine learning with TypeDB.

Conferences

• Orbit

Documentation

• TypeDB Documentation Portal

Example projects

• TypeDB Driver Examples - This repository includes examples that showcase usage of TypeDB Drivers in reading from and writing to a TypeDB database.

Blog posts

• The need for subtyping and polymorphism in databases

• Accelerating drug discovery with applied knowledge engineering and TypeDB

• Modeling collections in databases: Relational/SQL vs TypeDB

• The age of AI is upon us - where are the smart databases?

• Building a Cyber Threat Intelligence database with TypeDB

• Inheritance and polymorphism: where the cracks in SQL begin to show

• Identity and access management with TypeDB: Part I, polymorphism

• A New Era for TypeDB

• Inference in TypeDB

Videos

• TypeDB 2.0: A Database Evolution

• Building an Open Source Threat Intelligence Platform with STIX

• TypeDB Community Project - NodeLab: An Advanced TypeDB GUI

• Pandora Paper Leaks with TypeDB

Client Drivers (official)

• Rust, Python, Java, Node.js and C

Client Drivers (community)

• Julia

IDE and editor support

• Emacs - TypeQL Plugin

• Visual Studio Code - TypeQL Plugin

• JetBrains / IntelliJ - TypeQL Plugin

Community

• Discussion Forum

• Discord

• Stack Overflow

• Meetup

• Twitter

• YouTube

• LinkedIn

• Blog

7. Awesome Azure Openai Llm

Azure Reference Architectures / Azure AI Search

• Hybrid search using Reciprocal Rank Fusion (RRF): Reciprocal Rank Fusion (RRF) is an algorithm that evaluates the search scores from multiple, previously ranked results to produce a unified result set. In Azure Cognitive Search, RRF is used whenever there are two or more queries that execute in parallel. ref

LangChain vs Competitors / LangChain vs Semantic Kernel vs Azure Machine Learning Prompt flow

• Promptflow is not intended to replace chat conversation flow. Instead, it’s an optimized solution for integrating Search and Open Source Language Models. By default, it supports Python, LLM, and the Prompt tool as its fundamental building blocks.

8. Ai Collective Tools

Legal Assistant

• Casetext - an award-winning legal AI company developing cutting-edge tech for 10+ years. #paid

• DoNotPay - DoNotPay is an online legal service and chatbot. #paid

• Latch - Latch helps legal teams reduce the time, effort, and cost spent towards negotiating agreements. #paid

Productivity

• Scribot - Efficient Note-Taking with AI #free

Summarizer

• Neural Times - Your Unbiased AI-Powered News Source #free

• Quill - The AI Way to Stay Informed #free

9. Awesome Nodejs

Packages / Command-line utilities

• listr2 (⭐490) - Terminal task list.

10. Awesome Lowcode

AI

• Landing AI - Building computer vision systems in minutes via natural prompting interactions.

11. Awesome Board Games

Family

Tide of Fortune

This is an evolution of the Westwar series first introduced by Vanguard Games with Pas de Calais. Other games using a similar system are To the Far Shore and the Italian Campaign series (Sicily, Salerno, Anzio and Med War).

Tide of Fortune features the September-October Allied campaign in northern Belgium and in the Low countries, culminating with the Arnhem operation.

Scale is 1-2 days/turn (variable because of the Impulse system), 3 km/hex. Units are regiments/brigades.

The game has 2 22"x34" maps, 300 counters.

The heart of the system is the Operations phase where players alternate activating formations (divisions) which execute Orders (Assault, Advance, Maneuver etc.).

Players bid for Initiative and there are possibilities for the Reaction player to foil the initiative player's moves by having units react and do spoiling attacks.

Losses can be applied to the HQ of a formation, not only directly to units.

Low counter density, high maneuver. Medium-high complexity.

Party

Frosthaven

Frosthaven is a standalone adventure from the designer and publisher of Gloomhaven that features sixteen new characters, three new races, more than twenty new enemies, more than one hundred new items, and a new, 100-scenario campaign. Characters and items from Gloomhaven will be usable in Frosthaven, and vice versa.In addition to having the well-known combat mechanisms of Gloomhaven, Frosthaven will feature much more to do outside of combat, such as numerous mysteries to solve, a seasonal event system to live through, and player control over how this ramshackle village expands, with each new building offering new ways to progress.Frosthaven has a whole new set of items but there is a mechanic for bringing items over from 'Gloomhaven'. However, as it is a remote location, these products get imported and are not there as standard. Resources are much more valuable and you have to build items through a crafting system rather than just buy them.

12. Free for Dev

Monitoring

• Xitoring.com — Uptime monitoring: 20 free, Linux and Windows Server monitoring: 5 free, Status page: 1 free - Mobile app, multiple notification channel, and much more!

Design and UI

• TW Elements - Free Bootstrap components recreated with Tailwind CSS, but with better design and more functionalities.

Other Free Resources

• Markdown Tools - Tools for converting HTML, CSVs, PDFs, JSON, and Excel files to and from Markdown

13. Awesome Bash

Customization

• LS_COLORS (⭐2.1k) - A collection of LS_COLORS definitions.

14. Free Programming Books (English, By Subjects)

Algorithms & Data Structures

• Algorithms - Jeff Erickson (PDF)

Artificial Intelligence

• Artificial Intelligence and the Future for Teaching and Learning - Office of Educational Technology (PDF)

Computer Science

• Computer Science Class XI - CBSE (PDF)

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• Next: Oct 18, 2023