Awesome List Updates on Apr 19, 2024

8 awesome lists updated today.

1. Awesome Elixir

Angular Testing Library - Angular Testing Library builds on top of DOM Testing Library by adding APIs for working with Angular components.

primeicons (⭐257) - PrimeIcons is the default icon library of PrimeNG with over 250 open source icons developed by PrimeTek.

angular-svg-icon (⭐253) - Angular component and service for inlining SVGs allowing them to be easily styled with CSS.

David UI Angular (⭐64) - Components library for enterprise-level projects based on Tailwind CSS and Angular.

Direct Preference Optimization (DPO): [cnt]: 1. RLHF can be complex because it requires fitting a reward model and performing significant hyperparameter tuning. On the other hand, DPO directly solves a classification problem on human preference data in just one stage of policy training. DPO more stable, efficient, and computationally lighter than RLHF. 2. Your Language Model Is Secretly a Reward Model [29 May 2023]
- Direct Preference Optimization (DPO) uses two models: a trained model (or policy model) and a reference model (copy of trained model). The goal is to have the trained model output higher probabilities for preferred answers and lower probabilities for rejected answers compared to the reference model. ref: RHLF vs DPO [Jan 2, 2024] / ref [1 Jul 2023]

The Experimental Design Assistant - PLoS Biology, 2017. [All Versions]. [Nature Methods Correspondence]. [EDA Website]. The EDA is a web-based tool that guides the in vivo researcher through the experimental design and analysis process, providing automated feedback on the proposed design and generating a graphical summary that aids communication with colleagues, funders, regulatory authorities, and the wider scientific community.

Pyrexp — Free web-based regex tester and visualizer for debugging regular expressions.

Svelte UX (⭐669) - Large collection of components, actions, stores, and utilities to build highly interactive applications

LayerChart (⭐472) - Large collection of composable Svelte components to build a wide range of visualizations, built upon Layer Cake

yew-nav-link (⭐1) - A navigational link that is aware of its active state based on the current route in the application.