Robot Updated at:8 Feb 2025 21:09:31 GMT

Author: yiliuyan161

docs/awesome/awesome-agi-cocosci.md

@@ -251,7 +251,7 @@ Contributions are greatly welcomed! Please refer to [Contribution Guidelines](ht
 
 * [Unsupervised Representaton Learning with Deep Convolutional Generative Adversarial Networks](https://arxiv.org/abs/1511.06434) - ***ICLR'16***, 2016. [[All Versions](https://scholar.google.com/scholar?cluster=3321343160055675528&hl=en&as_sdt=0,5)].
 
-* [Analysis of Langevin Monte Carlo via Convex Optimization](https://www.jmlr.org/papers/volume20/18-173/18-173.pdf) - ***Journal of Machine Learning Research***, 2019. [[All Versions](https://scholar.google.com/scholar?cluster=5305860199396047317&hl=en&as_sdt=0,5)]. 
+* [Analysis of Langevin Monte Carlo via Convex Optimization](https://www.jmlr.org/papers/v20/18-173.html) - ***Journal of Machine Learning Research***, 2019. [[All Versions](https://scholar.google.com/scholar?cluster=5305860199396047317)]. This paper provides new insights on the Unadjusted Langevin Algorithm. The authors show that this method can be formulated as the first order optimization algorithm for an objective functional defined on the Wasserstein space of order $2$. Using this interpretation and techniques borrowed from convex optimization, the authors give a non-asymptotic analysis of this method to sample from log-concave smooth target distribution on $\mathbb{R}^d$. Based on this interpretation, the authors propose two new methods for sampling from a non-smooth target distribution. These new algorithms are natural extensions of the Stochastic Gradient Langevin Dynamics (SGLD) algorithm, which is a popular extension of the Unadjusted Langevin Algorithm for largescale Bayesian inference. Using the optimization perspective, the authors provide non-asymptotic convergence analysis for the newly proposed methods. 
 
 * [A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs](https://www.science.org/doi/full/10.1126/science.aag2612) - ***Science***, 2017. [[All Versions](https://scholar.google.com/scholar?cluster=1478382321633671444)]. [[Preprint](https://www.cs.jhu.edu/~ayuille/JHUcourses/ProbabilisticModelsOfVisualCognition2020/Lec22/GeorgeCAPCHAS.pdf)]. Learning from a few examples and generalizing to markedly different situations are capabilities of human visual intelligence that are yet to be matched by leading machine learning models. By drawing inspiration from systems neuroscience, this work introduces a probabilistic generative model for vision in which message-passing–based inference handles recognition, segmentation, and reasoning in a unified way. The model demonstrates excellent generalization and occlusion-reasoning capabilities and outperforms deep neural networks on a challenging scene text recognition benchmark while being 300-fold more data efficient. In addition, the model fundamentally breaks the defense of modern text-based CAPTCHAs (Completely Automated Public Turing test to tell Computers and Humans Apart) by generatively segmenting characters without CAPTCHA-specific heuristics.
 

docs/awesome/awesome-angular.md

@@ -1104,10 +1104,7 @@ become an Angular expert.
 * [angular-imask](https://github.com/uNmAnNeR/imaskjs/tree/master/packages/angular-imask) - Angular input mask.
 * [ngx-mask](https://github.com/JsDaddy/ngx-mask) - Angular Plugin to make masks on form fields and html elements.
 * [maskito](https://github.com/taiga-family/maskito) - Collection of libraries to create an input mask which ensures that user types value according to predefined format.
-* [ngx-formly](https://github.com/ngx-formly/ngx-formly) - JSON powered / Dynamic forms for Angular.
-* [formio](https://github.com/formio/angular) - JSON powered forms for Angular.
 * [ng-dynamic-forms](https://github.com/udos86/ng-dynamic-forms) - Rapid form development library for Angular.
-* [fluent-form](https://github.com/fluent-form/fluent-form) - Building dynamic form in Angular with Fluent API or JSON.
 * [reactive-forms](https://github.com/ngneat/reactive-forms) - (Angular Reactive) Forms with Benefits.
 * [ng-signal-forms](https://github.com/timdeschryver/ng-signal-forms) - Signal powered Angular Forms.
 * [ngx-sub-form](https://github.com/cloudnc/ngx-sub-form) - Utility library for breaking down an Angular form into multiple components.
@@ -1163,6 +1160,15 @@ become an Angular expert.
 * [ngx-easy-emoji-picker](https://github.com/PsySanchez/ngx-easy-emoji-picker) - Angular library that seamlessly integrates emoji selection into your application.
 * [ngx-mat-table-multi-sort](https://github.com/pgerke/ngx-mat-table-multi-sort) - Add multi-sort capability to an Angular Material table.
 
+##### JSON Forms
+
+* [ngx-formly](https://github.com/ngx-formly/ngx-formly) - JSON powered / Dynamic forms for Angular.
+* [formio](https://github.com/formio/angular) - JSON powered forms for Angular.
+* [fluent-form](https://github.com/fluent-form/fluent-form) - Building dynamic form in Angular with Fluent API or JSON.
+* [jsonforms](https://github.com/eclipsesource/jsonforms) - Customizable JSON Schema-based forms with React, Angular and Vue support out of the box.
+* [jsonforms-angular-seed](https://github.com/eclipsesource/jsonforms-angular-seed) - Angular-based JSON Forms seed app.
+* [ng-formworks](https://github.com/zahmo/ng-formworks) - An Angular [JSON Schema](https://json-schema.org/) Form builder, similar to, and mostly API compatible with, [Angular Schema Form](http://schemaform.io/examples/bootstrap-example.html), [React JSON Schema Form](https://rjsf-team.github.io/react-jsonschema-form/), and [JSON Form](https://ulion.github.io/jsonform/playground/).
+
 ##### Validation
 
 * [ngx-valdemort](https://github.com/Ninja-Squad/ngx-valdemort) - Simpler, cleaner Angular validation error messages.
@@ -1178,6 +1184,7 @@ to simplify usage and allow quick customization.
 * [ngx-form-errors](https://github.com/NationalBankBelgium/ngx-form-errors) - Display form validation errors for Angular Reactive forms.
 * [ngx-iban-validator](https://github.com/SKaDiZZ/ngx-iban-validator) - IBAN Validator for your reactive Angular forms, comes without any dependencies and can be used even outside of Angular as standalone function in any JS project. It can perform format, digit, and length IBAN validations.
 * [ngx-validators](https://github.com/marcellodotgg/ngx-validators) - A library that provides additional Angular Validators, including the ones Angular provides.
+* [ngx-reactive-form-class-validator](https://github.com/abarghoud/ngx-reactive-form-class-validator) - A lightweight library for dynamically validate Angular reactive forms using [class-validator](https://github.com/typestack/class-validator) library.
 
 #### Icons
 
@@ -1345,7 +1352,6 @@ to simplify usage and allow quick customization.
 * [angular components](https://github.com/angular/components) - Component infrastructure and Material Design components for Angular.
 * [lithium-angular](https://github.com/lVlyke/lithium-angular) - Reactive components made easy! Lithium provides utilities that enable seamless reactive state and event interactions for Angular components.
 * [rxweb](https://github.com/rxweb/rxweb) - Tons of extensively featured packages for Angular, Vue and React Projects.
-* [jsonforms](https://github.com/eclipsesource/jsonforms) - Customizable JSON Schema-based forms with React, Angular and Vue support out of the box.
 * [ngspot](https://github.com/DmitryEfimenko/ngspot) - Collection of awesome Angular libraries.
 * [ngx-grpc](https://github.com/smnbbrv/ngx-grpc) - Angular gRPC framework.
 * [ts-cacheable](https://github.com/angelnikolov/ts-cacheable) - A popular platform-agnostic caching library.
@@ -1680,6 +1686,7 @@ for the creation of web applications developed with Angular.
 * [lbx-change-sets](https://github.com/Service-Soft/lbx-change-sets) - This package helps you to track changes made on your entities automatically using a base repository class to extend from.
 * [ngememoize](https://github.com/akbarsaputrait/ngememoize) - Easily boost the performance of your Angular applications by memoizing functions and getters with this lightweight and simple-to-use library.
 * [ngx-gooey](https://github.com/wadie/ngx-gooey) - The gooey effect for Angular, used for shape blobbing / metaballs.
+* [angular-compile](https://github.com/patrikx3/angular-compile) - Angular Dynamic Compile. Convert strings to Angular components.
 
 ---
 

docs/awesome/awesome-for-beginners.md

@@ -38,7 +38,6 @@ If you would like to be guided through how to contribute to a repository on GitH
 - [Legerity for Uno Platform](https://github.com/MADE-Apps/legerity-uno) _(label: good first issue)_ <br> An extension framework to Legerity for speeding up the development of automated UI tests for Uno Platform applications with Appium/Selenium on .NET.
 - [MvvmCross](https://github.com/MvvmCross/MvvmCross) _(label: first-timers-only)_ <br> The .NET MVVM framework for cross-platform solutions, including Xamarin.iOS, Xamarin.Android, Windows and Mac.
 - [RawCMS](https://github.com/arduosoft/RawCMS) _(label: good first issue)_ <br> RawCMS is a headless CMS written in ASP.NET Core, built for developers that embrace API-first technology.
-- [Shouldly](https://github.com/shouldly/shouldly) _(label: Jump-In)_ <br> Should testing for .NET - the way Asserting Should be!
 
 ## Angular
 

docs/awesome/awesome-magento2.md

@@ -50,16 +50,24 @@ Also see:
 
 - [MageUnconference 🇩🇪](https://www.mageunconference.org/) - A Magento Unconference in Germany.
 - [MageUnconference 🇳🇱](https://mageunconference.nl/) - A Magento Unconference in the Netherlands.
-- [meet commerce](https://meetcommerce.tech/) - A eCommerce focused Conference in Madrid/Spain.
+- [Meet Commerce](https://www.meetcommerce.com/) - A global series of conferences focused on commerce and innovation.
 
 ### Meet Magento
 
-Meet Magento Events bring together everyone from merchants through developers, solution and technology providers, and 
-marketers—and we continue to expand. 
-
-- [Meet Magento New York](https://meetmagentonyc.com/) - Meet Magento New York
-- [Meet Magento UK](https://uk.meet-magento.com/) - Meet Magento UK 
-- [Meet Magento Baltics](https://meetmagentobaltics.com/) - Meet Magento Baltics
+[Meet Magento events](https://www.meet-magento.com/) bring together everyone from merchants through developers, solution and technology providers, and 
+marketers—and we continue to expand.
+
+- [Meet Magento Baltics](https://meetmagentobaltics.com/)
+- [Meet Magento Brazil](https://meetmagentobrasil.org/)
+- [Meet Magento Florida](https://meetmagentofl.com/)
+- [Meet Magento India](https://www.meetmagento.in/)
+- [Meet Magento Malaysia](https://www.meetmagento.asia/)
+- [Meet Magento Netherlands](https://nl.meet-magento.com/)
+- [Meet Magento New York City](https://meetmagentonyc.com/)
+- [Meet Magento Poland](https://meetmagento.pl/)
+- [Meet Magento Romania](https://ro.meet-magento.com/)
+- [Meet Magento Singapore](https://meetmagento.sg/)
+- [Meet Magento UK](https://meet-magento.co.uk/)
 
 ## Front-ends
 
@@ -80,7 +88,7 @@ The storefront of Magento 2 can be styled in numerous ways:
 - [RabbitMQ Retry Mechanism](https://github.com/run-as-root/magento2-message-queue-retry) - Magento 2 extension that brings possibility to retry RabbitMQ failed messages
 - [Documentation Search for Alfred](https://github.com/DavidLambauer/Alfred-Workflow-Magento-2-DevDocs-Search) - Easily
   integrate the official Magento 2 Search into your Alfred Workflows.
-- [Tablerates Generator](https://elgentos.nl/tablerates/) - Generate Tablerates with an online Tool.
+- [Tablerates Generator](https://www.tableratesgenerator.com/) - Generate Tablerates with an online Tool.
 - [Pestle](https://github.com/astorm/pestle) - Code Generation Tool by Alan Storm.
 - [Mage2Gen](https://mage2gen.com/) - Online Module Creator.
 - [Mage Chrome Toolbar](https://github.com/magespecialist/mage-chrome-toolbar) - A MUST-HAVE Chrome Extension for
@@ -89,19 +97,17 @@ The storefront of Magento 2 can be styled in numerous ways:
 - [magento2docker](https://github.com/aliuosio/magento2docker) - MariaDB, PHP , Redis, ElasticSearch in one dockerfile for fast demo and deveopment enviroment
 - [markshust/docker-magento](https://github.com/markshust/docker-magento) - Mark Shust's Docker Configuration for
   Magento
-- [Warden](https://github.com/davidalger/warden) - A CLI utility for working with docker-compose environments
+- [Warden](https://github.com/wardenenv/warden) - A CLI utility for working with docker-compose environments
   by [David Alger](https://davidalger.com/)
 - [DDEV](https://github.com/ddev/ddev) - A open source tool for launching local web development environments in minutes. It supports PHP, Node.js, and Python.
-- [AmpersandHQ/ampersand-magento2-upgrade-patch-helper](https://github.com/AmpersandHQ/ampersand-magento2-upgrade-patch-helper)
-    - Helper script to aid upgrading magento 2 websites by detecting overrides.
+- [AmpersandHQ/ampersand-magento2-upgrade-patch-helper](https://github.com/AmpersandHQ/ampersand-magento2-upgrade-patch-helper) - Helper script to aid upgrading magento 2 websites by detecting overrides.
 - [PhpStorm Magento2 Extension](https://github.com/magento/magento2-phpstorm-plugin) - Official PhpStorm Magento2
   Extension.
 - [PhpInsights](https://github.com/nunomaduro/phpinsights) - PHP quality checks (with Magento2 presets)
 - [Tango](https://github.com/roma-glushko/tango) - CLI for analyzing access logs
 - [Masquerade](https://github.com/elgentos/masquerade) - Faker-driven, configuration-based, platform-agnostic,
   locale-compatible data faker tool
-- [Magento 2 Composer patches helper](https://chrome.google.com/webstore/detail/magento-2-composer-patche/gfndadbceejgfjahpfaijcacnmdloiad)
-    - Chrome extension to create copy-pastable composer patch definition for vaimo/composer-patches.
+- [Magento 2 Composer patches helper](https://chrome.google.com/webstore/detail/magento-2-composer-patche/gfndadbceejgfjahpfaijcacnmdloiad) - Chrome extension to create copy-pastable composer patch definition for vaimo/composer-patches.
 - [Migrate DB Magento 2 Commerce to Magento 2 Open-Source](https://github.com/opengento/magento2-downgrade-ee-ce)
 - [Magento 2 Database Synchronizer](https://github.com/jellesiderius/mage-db-sync) - Database synchronizer for Magento 2 (and Wordpress), based on Magerun2. Keeping development, staging and production in sync easily.
 - [Subodha Magento2 Gulp Integration](https://github.com/subodha/magento-2-gulp) - Magento 2 Gulp Integration
@@ -122,8 +128,8 @@ The storefront of Magento 2 can be styled in numerous ways:
   cache:clean with file watcher by Vinai Kopp](https://twitter.com/vinaikopp)
 - [Developer Toolbar](https://github.com/mgtcommerce/Mgt_Developertoolbar) - Magento 2 Developer Toolbar.
 - [Advanced Template Hints](https://github.com/ho-nl/magento2-Ho_Templatehints) - Magento 2 Template Hints Helper.
-- Scopehints](https://github.com/avstudnitz/AvS_ScopeHint2) - Displays additional information in the Store Configuration
-  by [Andreas von Studnitz.
+- [Scope Hints](https://github.com/avstudnitz/AvS_ScopeHint2) - Displays additional information in the Store Configuration
+  by Andreas von Studnitz.
 - [Magento 2 Configurator](https://github.com/ctidigital/magento2-configurator) - A Magento module initially created by
   CTI Digital to create and maintain database variables using files.
 - [Auto Cache Flush](https://github.com/yireo/Yireo_AutoFlushCache) - Magento 2 module to automatically flush the cache.
@@ -140,6 +146,8 @@ The storefront of Magento 2 can be styled in numerous ways:
 - [Rest Client](https://github.com/zepgram/module-rest) - Technical Magento 2 module providing simple development pattern, configurations and optimizations to make REST API requests toward external services based on Guzzle Client.
 - [Magento 2 Model Generator / CRUD Generator](https://www.model-generator.com/) - A more up-to-date version of a Magento 2 Model & CRUD Generator by [Michiel Gerritsen](https://github.com/michielgerritsen)
 - [Simon's Troubleshooting Guide](https://gist.github.com/ProcessEight/000245eac361cbcfeb9daf6de3c1c2e4) - A list with the most common errors you encounter during development.
+- [Magewire PHP](https://github.com/magewirephp) - A Laravel Livewire port for building complex AJAX-based components with ease. Used by the Hyvä Checkout.
+- [Yireo LokiComponents](https://github.com/yireo/Yireo_LokiComponents) - A library for building AJAX-driven form components with ease. Used by the Yireo Loki Checkout.
 
 ### Deployment
 
@@ -229,11 +237,11 @@ The storefront of Magento 2 can be styled in numerous ways:
   Fuzzyfyr module for Magento2 replaces real content with dummy content. This is for development purposes, e.g. save
   time to prepare test data and matching GDPR restrictions.
 - [Disable Stock Reservation](https://github.com/AmpersandHQ/magento2-disable-stock-reservation) - This module disables the inventory reservation logic introduced as part of MSI in Magento 2.3.3.
+- [Product Links Navigator](https://github.com/elninotech/ElNino_ProductLinksNavigator) - Enhances admin product-to-product navigation. Adds direct frontend/backend links to products in grids and modals, and "Parent Products" tab.
 
 ### Security
 
-- [Magento Patch Repository](https://github.com/brentwpeterson/magento-patches) - Every Magento Patch you need all in
-  one place
+- [Magento Quality Patches](https://experienceleague.adobe.com/tools/commerce-quality-patches/index.html) - Every Magento / Adobe Commerce patch you need all in one place
 
 ### Payment Service Provider
 
@@ -274,6 +282,7 @@ The storefront of Magento 2 can be styled in numerous ways:
 
 - [Alan Storm](http://alanstorm.com/category/magento-2/)
 - [Fabian Schmengler](https://www.schmengler-se.de/)
+- [Jigar Karangiya](https://jigarkarangiya.com/)
 
 ### Company Blogs
 
@@ -302,8 +311,7 @@ The storefront of Magento 2 can be styled in numerous ways:
 - [MageTitans USA/Texas 2016](https://www.youtube.com/playlist?list=PLwB4Uz_0hoVOLU7LPRNL4lAmJeAv7HQ-b)
 - [Max Bucknell Magento 2 Javascript](https://www.youtube.com/watch?v=tHxebA-jOSo)
 - [Max Pronko DevChannel](https://www.youtube.com/channel/UCxbWGz6h6KNQsi2ughRUV2Q)
-- [The Magento 2 Beginner Tutorial Class](https://www.youtube.com/playlist?list=PLtaXuX0nEZk9eL59JGE3ny-_GAU-z5X5D&utm_content=buffer797bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer)
-    - Free YouTube Series for learning Magento 2.
+- [The Magento 2 Beginner Tutorial Class](https://www.youtube.com/playlist?list=PLtaXuX0nEZk9eL59JGE3ny-_GAU-z5X5D&utm_content=buffer797bf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer) - Free YouTube Series for learning Magento 2.
 - [Vinai Kopp Mage2Katas](https://www.youtube.com/channel/UCRFDWo7jTlrpEsJxzc7WyPw)
 - [Mage2.tv](https://www.mage2.tv) - Magento 2 Developer Screencasts by Vinai Kopp
 - [magento-notes/magento2-exam-notes](https://github.com/magento-notes/magento2-exam-notes) - Preparation notes for
@@ -385,7 +393,6 @@ The storefront of Magento 2 can be styled in numerous ways:
 - [WebShopApps](http://webshopapps.com/eu/)
 - [Yireo](https://www.yireo.com/)
 - [FireBear Studio](https://firebearstudio.com/)
-- [OneStepCheckout](https://onestepcheckout.com/)
 
 > **Magento Extension Developers Network (ExtDN)**
 > The Magento Extension Developers Network (ExtDN) is a vetted network of extension developers whose core business is to