Awesome List Updates on Oct 17, 2023

38 awesome lists updated today.

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1. Awesome Ai Tools

Text / Chatbots

Phind - reviews - Phind is an intelligent search engine and assistant for programmers. Phind is smart enough to proactively ask you questions to clarify its assumptions and to browse the web (or your codebase) when it needs additional context. With our new VS Code extension.

2. Awesome Quant

Python / Trading & Backtesting

OctoBot Script (⭐21) - A quant framework to create cryptocurrencies strategies - from backtesting to optimization to livetrading.

Reproducing Works, Training & Books / Data Visualization

MesoSim Options Trading Strategy Library (⭐9) - Free and public Options Trading strategy library for MesoSim.

3. Awesome Polars

Resources / Blog posts

Partitioning Polars DataFrame on S3 with Apache Arrow - A blog post that explains how to partition large Polars DataFrames in AWS S3 by Matteo Arellano.

Goodbye Spark. Hello Polars + Delta Lake - An article that presents how to use Polars in addition to Delta Lake by @danielbeach.

How to learn Polars with ChatGPT? - An article that explains how to learn fundamental Polars concepts with ChatGPT by Suhith Illesinghe.

Resources / Talks and videos

Polars DataFrame ⏳ 41 min - A video that shows some basic manipulations with Polars and Python by @vedica1011. Notebook used for the video in this github repo (⭐0).

Why I switched grom Pandas to Polars ⏳ 53 min - A workshop that breaks down the 3 reasons why you could switched from Pandas to Polars by @bfeif. Notebook used for the video in this github repo (⭐1).

Delimiters in Python Polars ⏳ 15 min - A video that explains how to use delimiters in Python Polars by @CodeKlaudia.

Intro to Polars ⏳ 7 videos - A playlist of 7 videos that introduces the basic concepts of Polars (DataFrames, filtering, splitting...) by Joram Mutenge.

Machine Learning with Polars ⏳ 6 videos - A playlist of 6 videos that analyzing and cleaning data using Polars to train machine learning models by Joram Mutenge.

Pandas and Polars with Marco Gorelli ⏳ 55 min - A podcast by The Developers' Bakery that compares the performance of Polars to Pandas by @MarcoGorelli.

4. Awesome Langchain

LangChain Framework

LangServe (⭐2k): LangServe helps developers deploy LangChain runnables and chains as a REST API.

Tools / Agents

waggledance.ai (⭐165): An opinionated, concurrent system of AI Agents. It implements Plan-Validate-Solve with data and tools for general goal-solving.

Open Source Projects / Other / Chatbots

Lobe Chat (⭐52k) An open-source, extensible (Function Calling), high-performance chatbot framework

Funcchain (⭐329): write prompts, pythonic

Other LLM Frameworks / Videos Playlists

Magentic (⭐2.2k): Seamlessly integrate LLMs as Python functions

Autogen (⭐38k): Enable Next-Gen Large Language Model Applications.

Flappy (⭐303): Production-Ready LLM Agent SDK for Every Developer

Complement to this list / Videos Playlists

Awesome Language Agents (⭐852): List of language agents based on paper "Cognitive Architectures for Language Agents" : ⚡️Open-source LangChain-like AI knowledge database with web UI and Enterprise SSO⚡️, supports OpenAI, Azure, Google Gemini, HuggingFace, OpenRouter, ChatGLM and local models

5. Awesome Agi Cocosci

Complexity & Information Theory / Theory

On the Complexity of Bayesian Generalization - ICML'23, 2023. [All Versions]. [Project (⭐8)]. [Models]. This work examine concept generalization at a large scale in the natural visual spectrum. Established computational modes (i.e., rule-based or similarity-based) are primarily studied isolated, focusing on confined and abstract problem spaces. This work studies these two modes when the problem space scales up and when the complexity of concepts becomes diverse. At the representational level, the authors investigate how the complexity varies when a visual concept is mapped to the representation space. Prior literature has shown that two types of complexities build an inverted-U relation. Leveraging Representativeness of Attribute (RoA), the authors computationally confirm: Models use attributes with high RoA to describe visual concepts, and the description length falls in an inverted-U relation with the increment in visual complexity. At the computational level, the authors examine how the complexity of representation affects the shift between the rule- and similarity-based generalization. The authors hypothesize that category-conditioned visual modeling estimates the co-occurrence frequency between visual and categorical attributes, thus potentially serving as the prior for the natural visual world. Experimental results show that representations with relatively high subjective complexity outperform those with relatively low subjective complexity in rule-based generalization, while the trend is the opposite in similarity-based generalization.

Science Logology / Science Education

PersLEARN: Research Training through the Lens of Perspective Cultivation - ACL'23, 2023. [All Versions]. Scientific research is inherently shaped by its authors’ perspectives, influenced by various factors such as their personality, community, or society. Junior researchers often face challenges in identifying the perspectives reflected in the existing literature and struggle to develop their own viewpoints. To address the problem, this paper introduces PersLEARN, a tool designed to facilitate the cultivation of scientific perspectives, starting from a basic seed idea and progressing to a well-articulated framework.

Science Logology / AI Assisted Research

A foundation model for generalizable disease detection from retinal images - Nature, 2023. [All Versions]. This paper presents RETFound, a foundation model for retinal images that learns generalizable representations from unlabelled retinal images and provides a basis for label-efficient model adaptation in several applications. Specifically, RETFound is trained on 1.6 million unlabelled retinal images by means of self-supervised learning and then adapted to disease detection tasks with explicit labels.

PKU / Commonsense Knowledgebase

Song-Chun Zhu - School of AI and Institute for AI, Peking University (PKU).

6. Awesome Keycloak

7. Awesome Embedded and Iot Security

Software Tools / Analysis Tools

cwe_checker (⭐957) - Finds vulnerable patterns in binary executables - ELF support for x86, ARM, and MIPS, experimental bare-metal support.

8. Awesome Privacy

Analytics

GoatCounter - Privacy aware, lightweight and open-source analytics platform.

Creator Tools

vdo.ninja - Powerful tool that lets you bring remote video feeds into OBS or other studio software via WebRTC.
- socialstream.ninja (⭐686) - Consolidate your live social messaging streams and much more.

OBS Studio - Free and open source software for video recording and live streaming.

Link in Bio Tools

LinkStack - Self-hosted open-source Linktree alternative.

GNU/Linux

Mint (Cinnamon) is a beginner friendly distribution.

9. Awesome Security

Web / Scanning / Pentesting

CakeFuzzer (⭐87) - The ultimate web application security testing tool for CakePHP-based web applications. CakeFuzzer employs a predefined set of attacks that are randomly modified before execution. Leveraging its deep understanding of the Cake PHP framework, Cake Fuzzer launches attacks on all potential application entry points.

10. Awesome Embedded Rust

Community / Community Chat Rooms

#ethercrab:matrix.org - For discussion of general EtherCAT and the Rust implementation, EtherCrab

no-std crates / WIP

ethercrab (⭐273): A Rust implementation of the EtherCAT industrial automation protocol -

11. Awesome V

Utility

dialog (⭐27) - A cross-platform utility library to open system dialogs - open files, message boxes, color-pickers etc.

12. Awesome Coq

Projects / User Interfaces

Waterproof editor (⭐41) - Educational environment for writing mathematical proofs in interactive notebooks.

Projects / Package and Build Management

Debian Coq packages - Coq-related packages available in the testing distribution of Debian.

Projects / Plugins

Waterproof proof language (⭐33) - Plugin providing a language for writing proof scripts in a style that resembles non-mechanized mathematical proof.

13. Awesome Crystal

C bindings

v4l2.cr (⭐5) - Bindings for Video4Linux2

14. Awesome Common Lisp Learning

Online Community

Exercism's Common Lisp track - An excellent way to learn the language through practice, have your code reviewed, and to discuss solutions with other people.

15. Awesome Cl

Utils / Third-party APIs

⭐ lparallel (⭐20) - A library for parallel programming. 3-clause BSD. Originally on lmj/lparallel (⭐250).

16. Awesome D

End-user applications / XML

tshare (⭐121) - fast file sharing from cli, using transfer.sh

17. Awesome Cpp

Concurrency

Channel (⭐445) - Thread-safe container for sharing data between threads. [MIT]

Taskflow (⭐10k) - A General-purpose Parallel and Heterogeneous Task Programming System. (renamed from Cpp-Taskflow) [MIT]

Database

DuckDB - in-process SQL OLAP Database Management System. [MIT] website

TigerBeetleDB C++ client (Community) (⭐10) - TigerBeetle is a financial accounting database designed for mission critical safety and performance to power the future of financial services. [BSL-1.0]

Debug

CppBenchmark (⭐290) - Performance benchmark framework for C++ with nanoseconds measure precision. [MIT]

JSON

DAW JSON Link (⭐480) - Fast, convenient JSON serialization and parsing in C++. [BSL-1.0]

Jsonifier (⭐68) - A few classes for parsing and serializing objects from/into JSON - very rapidly. [MIT]

Networking

ada (⭐1.4k) - WHATWG-compliant and fast URL parser written in modern C++. [Apache-2.0/MIT]

Miscellaneous

libenvpp (⭐133) - A modern C++ library for type-safe environment variable parsing. [Apache-2.0]

StringZilla (⭐2.4k) - the Godzilla of string libraries, splitting, sorting, and shuffling large textual datasets faster than you can say "Tokyo Tower". [Apache-2.0]

18. Awesome Elixir

Actors

spawn (⭐304) - Elixir poliglot actors service mesh.

HTML

vnu-elixir (⭐55) - Elixir client for the Nu HTML Checker. Provides HTML, CSS, and SVG validation.

Books

Async Elixir (⭐166) - Dive into Elixir's world of concurrency and processes with this interactive Livebook.

19. Awesome Ruby

HTML/XML Parsing

Nokolexbor (⭐327) - High-performance HTML5 parser based on Lexbor, with support for both CSS selectors and XPath.

Scheduling

ruby-clock (⭐79) - A job scheduler which runs jobs each in their own thread in a persistent process.

20. Awesome Go

Search and Analytic Databases

clickhouse-go (⭐3k) - ClickHouse SQL client for Go with a database/sql compatibility.

File Handling

iso9660 (⭐272) - A package for reading and creating ISO9660 disk images

Financial

go-nowpayments (⭐3) - Library for the crypto NOWPayments API.

Generators

oapi-codegen (⭐6.5k) - This package contains a set of utilities for generating Go boilerplate code for services based on OpenAPI 3.0 API definitions.

Goroutines

oversight - Oversight is a complete implementation of the Erlang supervision trees.

GUI

energy (⭐411) - Cross-platform based on LCL(Native System UI Control Library) and CEF(Chromium Embedded Framework) (Windows/ macOS / Linux)

unison (⭐220) - A unified graphical user experience toolkit for Go desktop applications. macOS, Windows, and Linux are supported.

Logging

zl (⭐6) - High Developer Experience, zap based logger. It offers rich functionality but is easy to configure.

Messaging

go-eventbus (⭐6) - Simple Event Bus package for Go.

Dependency Injection

boot-go (⭐34) - Component-based development with dependency injection using reflections for Go developers.

gontainer/gontainer (⭐15) - A YAML-based Dependency Injection container for GO. It supports dependencies' scopes, and auto-detection of circular dependencies. Gontainer is concurrent-safe.

Networking

tcpack (⭐171) - tcpack is an application protocol based on TCP to Pack and Unpack bytes stream in go program.

HTTP Clients

fast-shot (⭐78) - Hit your API targets with rapid-fire precision using Go's fastest and simple HTTP Client.

Third-party APIs

aws-sdk-go (⭐2.8k) - The official AWS SDK for the Go programming language.

go-redoc (⭐80) - Embedded OpenAPI/Swagger documentation ui for Go using ReDoc.

Utilities

upterm (⭐886) - A tool for developers to share terminal/tmux sessions securely over the web. It’s perfect for remote pair programming, accessing computers behind NATs/firewalls, remote debugging, and more.

DevOps Tools / Libraries for creating HTTP middlewares

Flannel (⭐8.9k) - Flannel is a network fabric for containers, designed for Kubernetes.

k3d (⭐5.6k) - Little helper to run CNCF's k3s in Docker.

k3s (⭐29k) - Lightweight Kubernetes.

k6 (⭐27k) - A modern load testing tool, using Go and JavaScript.

kind (⭐14k) - Kubernetes IN Docker - local clusters for testing Kubernetes.

minikube (⭐30k) - Run Kubernetes locally.

Other Software / Libraries for creating HTTP middlewares

fjira (⭐158) - A fuzzy-search based terminal UI application for Attlasian Jira

Conferences / Libraries for creating HTTP middlewares

GopherCon India - Pune, India.

Free e-books / Libraries for creating HTTP middlewares

Go with the domain - A book showing how to apply DDD, Clean Architecture, and CQRS by practical refactoring.

21. Awesome Rust

Applications

hickory-dns - A DNS-server

Applications / Blockchain

Sui (⭐6.4k) - A next-generation smart contract platform with high throughput, low latency, and an asset-oriented programming model powered by the Move programming language.

Applications / Database

erikgrinaker/toydb (⭐6.3k) - Distributed SQL database, written as a learning project.

Applications / Graphics

dps/rust-raytracer (⭐241) - An implementation of a very simple raytracer based on Ray Tracing in One Weekend by Peter Shirley.

KaminariOS/rustracer (⭐72) - A PBR glTF 2.0 renderer based on Vulkan ray-tracing.

rodrigorc/papercraft (⭐152) - A tool to unwrap 3D models and create them in paper with scissors and glue.

Applications / System tools

mdgaziur/findex (⭐601) - Findex is a highly customizable application finder using GTK3

pkolaczk/fclones (⭐2.1k) - Efficient duplicate file finder and remover

Applications / Utilities

wrestic (⭐88) - A wrapper around restic.

Applications / Video

gyroflow/gyroflow (⭐7k) - Video stabilization application using gyroscope data

Libraries / Automotive

idletea/tokio-socketcan (⭐35) [tokio-socketcan] - Linux SocketCAN support for tokio based on the socketcan crate

22. Awesome Python Data Science

Computer Vision / Others

PyTorch3D (⭐8.7k) - PyTorch3D is FAIR's library of reusable components for deep learning with 3D data.

Decord (⭐1.8k) - An efficient video loader for deep learning with smart shuffling that's super easy to digest.

MMEngine (⭐1.2k) - OpenMMLab Foundational Library for Training Deep Learning Models.

LAVIS (⭐9.7k) - A One-stop Library for Language-Vision Intelligence.

Reinforcement Learning / Others

MAgent2 (⭐219) - An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments.

Learning-to-Rank & Recommender Systems / Others

LightFM (⭐4.7k) - A Python implementation of LightFM, a hybrid recommendation algorithm.

Spotlight - Deep recommender models using PyTorch.

Surprise (⭐6.4k) - A Python scikit for building and analyzing recommender systems.

RecBole (⭐3.4k) - A unified, comprehensive and efficient recommendation library.

allRank (⭐857) - allRank is a framework for training learning-to-rank neural models based on PyTorch.

TensorFlow Recommenders (⭐1.8k) - A library for building recommender system models using TensorFlow.

TensorFlow Ranking (⭐2.7k) - Learning to Rank in TensorFlow.

Deployment / NLP

streamsync (⭐1.3k) - No-code in the front, Python in the back. An open-source framework for creating data apps.

Vizro (⭐2.6k) - A toolkit for creating modular data visualization applications.

Conversion / Synthetic Data

treelite (⭐730) - Universal model exchange and serialization format for decision tree forests.

23. Awesome Fp Js

Libraries

Verticalize (⭐301) - Super lightweight function that looks and behaves like a pipe operator.

24. Awesome Raspberry Pi

Models

Raspberry Pi 5 (October, 2023)

25. Awesome Ipfs

Apps

Anytype - Anytype is a no-code, modular web builder designed to give ownership back to creators. It's built on our private, local-first, p2p-synced and open Anysync protocol.

Durin - Mobile app for accessing and uploading content on the IPFS network.

Mintter (⭐165) - Mintter Hypermedia is an open system, built on IPFS, that allows communities to collaborate on content that is structured and deeply linked. All content in the system is cryptographically signed, versioned, and made permanent with IPFS.

orbitchat.dev (⭐27) - Ultra simple chatrooms on the web.

Browsers

Brave - A privacy-focused browser with many future forward features.

Opera - Opera browser added support for ipfs:// in 2021

Tools

bifrost-gateway (⭐41) - [EXPERIMENTAL] A lightweight IPFS Gateway daemon backed by a remote data store.

dScan (⭐40) - A browser extension that uploads the content to Web3.Storage and generates QR codes for CIDs.

Pin Tweet to IPFS (⭐29) - Web Extension which creates a WebArchiveZip of a tweet and adds to IPFS network.

Services & Platforms

dAppling - Hosting platform with automated deployments from GitHub to IPFS

Fileverse - Encrypted file sharing based on IPFS. Share any files with or without a wallet

Pinning services

4EVERLAND - 4EVERLAND is a pinning service that provides IPFS infrastructure and tooling making it easier and faster to host frontends, store data/NFT/file and fetch data with IPFS.

26. Awesome List

Theory

Complex Systems (⭐180) - The scientific field studying systems with multiple interacting parts and emergent properties.

27. Awesome Vite

Templates / React

monorepo-template-react (⭐72) - React + Typescript template for SSR, SPG, SPA and API provision.

28. Awesome Newsletters

Miscellaneous / Svelte

Obsidian Rocks. Obsidian (the private and flexible writing app that adapts to the way you think) tips and tricks.

29. Ai Collective Tools

Gift Ideas

Lazy Cards - Lazy Cards is a convenient and thoughtful service that offers AI-written greeting cards for various occasions #free

Magic Type AI - Write greetings, poetry and rap lyrics using AI. #free

Outdone - Outdone is a gift recommender that simplifies the process of shopping for special occasions #free

Perfectgift - PerfectGift.AI is an AI-powered tool that generates personalized gift ideas for any occasion by utilizing advanced Artificial Intelligence algorithms. #free

Santa AI - Create your own unique Santa video greeting #free

Silly Robot Cards - Customized greeting card design with unique touch. #paid

Smart Gift AI - AI-powered gifting platform #free

Snappy - Send personalized choices—for any budget or occasion, now or later—and let the recipient pick the gift they want.#free

Spread Positivity Today - Send a Note. Spread Joy. #free

Text2present - Text2present.com is an AI-powered tool that enables users to effortlessly create customized presents for their friends, family, and acquaintances. #free

Write-a-card - Content generation for greeting cards. #paid

Your GiftWhisperer - Discover the perfect personlized Gift! #free

30. Awesome Web Archiving

Tools & Software / Utilities

warcdb (⭐398) - A command line utility (Python) for importing WARC files into a SQLite database. (Stable)

31. Awesome Board Games

Strategy

Concordia Venus

Concordia Venus is a standalone reimplementation of Concordia with some added features. Concordia Venus is a peaceful strategy game of economic development in Roman times for 2-6 players aged 13 and up. Instead of looking to the luck of dice or cards, players must rely on their strategic abilities. Be sure to watch your rivals to determine which goals they are pursuing and where you can outpace them! In the game, colonists are sent out from Rome to settle down in cities that produce bricks, food, tools, wine, and cloth. Each player starts with an identical set of playing cards and acquires more cards during the game. These cards serve two purposes: They allow a player to choose actions during the game. They are worth victory points (VPs) at the end of the game.

Concordia Venus game image

Players	Min. Age	Time
2–6	12+	60–120 Min

Obsession

You are the head of a respected but troubled family estate in mid-19th century Victorian England. After several lean decades, family fortunes are looking up! Your goal is to improve your estate so as to be in better standing with the truly influential families in Derbyshire. Obsession is a game of 16 to 20 turns in which players build a deck of Victorian gentry (British social upper class), renovate their estate by acquiring building tiles from a centralized builders' market, and manipulate an extensive service staff of butlers, housekeepers, underbutlers, maids, valets, and footmen utilizing a novel worker placement mechanic. Successfully hosting prestigious social activities such as Fox Hunts, Music Recitals, Billiards, Political Debates, and Grand Balls increases a player's wealth, reputation, and connections among the elite.

Obsession game image

Players	Min. Age	Time
1–4	14+	30–90 Min

Mechs vs. Minions

Mechs vs. Minions is a cooperative tabletop campaign for 2-4 players. Set in the world of Runeterra, players take on the roles of four intrepid Yordles: Corki, Tristana, Heimerdinger, and Ziggs, who must join forces and pilot their newly-crafted mechs against an army of marauding minions. With modular boards, programmatic command lines, and a story-driven campaign, each mission will be unique, putting your teamwork, programming, and piloting skills to the test. There are ten missions in total, and each individual mission will take about 60-90 minutes. The box includes five game boards, four command lines (one for each player), four painted mech miniatures, ability and damage decks, a sand timer, a bomb-like-power source miniature, 6 metal trackers, 4 acrylic shards, 4 dice, and 100 minion miniatures. There also appears to be some large object trying to get out of that sealed box...

Mechs vs. Minions game image

Players	Min. Age	Time
2–4	14+	60–120 Min

Le Havre

In Le Havre, a player's turn consists of two parts: First, distribute newly supplied goods onto the offer spaces; then take an action. As an action, players may choose either to take all goods of one type from an offer space or to use one of the available buildings. Building actions allow players to upgrade goods, sell them or use them to build their own buildings and ships. Buildings are both an investment opportunity and a revenue stream, as players must pay an entry fee to use buildings that they do not own. Ships, on the other hand, are primarily used to provide the food that is needed to feed the workers. After every seven turns, the round ends: players' cattle and grain may multiply through a Harvest, and players must feed their workers. After a fixed number of rounds, each player may carry out one final action, and then the game ends. Players add the value of their buildings and ships to their cash reserves. The player who has amassed the largest fortune is the winner.

Le Havre game image

Players	Min. Age	Time
1–5	12+	30–150 Min

Grand Austria Hotel

In the thick of the Viennese modern age, exquisite cafés are competing for customers. Inspiring artists, important politicians, and tourists from all over the world are populating Vienna and in need of a hotel room. This is your opportunity to turn your little café into a world famous hotel. Hire staff, fulfill the wishes of your guests, and gain the emperor's favor. Only then will your café become the Grand Austria Hotel. The start player rolls the dice, sorting them by the rolled number and placing them on the corresponding action spaces. On a turn, a player chooses one of the six actions and carries it out. The number of the available dice in the corresponding action spaces determines how much the player gets from the action. They then remove one of the dice and can carry out additional actions. With the different actions, a player can get the necessary drinks and dishes, prepare the rooms, or hire staff.

Grand Austria Hotel game image

Players	Min. Age	Time
2–4	12+	60–120 Min

Party

Jenga

Jenga is a game of physical skill created by British board game designer and author Leslie Scott and marketed by Hasbro. Players take turns removing one block at a time from a tower constructed of 54 blocks.

Players	Min. Age	Time
2 - 5	6	10-15m

Mouse Trap

Mouse Trap (originally Mouse Trap Game) is a board game first published by Ideal in 1963 for two to four players. It is one of the first mass-produced three-dimensional board games.The basic premise of Mouse Trap has been consistent over time, but the turn-based gameplay has changed. Its concept was first invented by Marvin Glass and designer Gordon Barlow from Marvin's company

Mouse Trap