Awesome List Updates on Feb 24, 2025

10 awesome lists updated today.

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1. AwesomeCSV

Tools

• QSV (⭐3k) - A fast CSV command-line toolkit written in Rust, (an update to xsv).

2. Awesome Polars

Polars plugins / Time series / Datetime

• polars-talib (⭐179) - Polars extension for Ta-Lib - support Ta-Lib functions in Polars expressions by @Yvictor.

3. Search Engine Optimization

Tools & Services / Optimization

• OptimalUX - Optimize your site with seamless SEO patching and an A/B testing tool built on top of Cloudflare for easy integration.

4. Awesome Network Analysis

Software / Social, Economic and Political Networks

• Scikit-network (⭐622) - Open-source library for machine learning on graphs.

5. Awesome European Tech

Index / Cybersecurity

• ESET 🇸🇰 - Cybersecurity and antivirus software company.

Index / FinTech

• Monzo 🇬🇧 - Digital bank.

• Scalable Capital 🇩🇪 - Fintech company specializing in digital wealth management and brokerage services.

6. Awesome Agi Cocosci

Bayesian Modeling / Bayesian Optimization

• A Tutorial on Bayesian Optimization - 2018. [All Versions]. Bayesian optimization is an approach to optimizing objective functions that take a long time (minutes or hours) to evaluate. It is best-suited for optimization over continuous domains of less than 20 dimensions, and tolerates stochastic noise in function evaluations. It builds a surrogate for the objective and quantifies the uncertainty in that surrogate using a Bayesian machine learning technique, Gaussian process regression, and then uses an acquisition function defined from this surrogate to decide where to sample. This tutorial describes how Bayesian optimization works, including Gaussian process regression and three common acquisition functions: expected improvement, entropy search, and knowledge gradient. The authors then discuss more advanced techniques, including running multiple function evaluations in parallel, multi-fidelity and multi-information source optimization, expensive-to-evaluate constraints, random environmental conditions, multi-task Bayesian optimization, and the inclusion of derivative information. The authors conclude with a discussion of Bayesian optimization software and future research directions in the field. This tutorial provides a generalization of expected improvement to noisy evaluations, beyond the noise-free setting where it is more commonly applied. This generalization is justified by a formal decision-theoretic argument, standing in contrast to previous ad hoc modifications.

7. Awesome Icons

Archive of Icons

• iconmonstr - Discover over 3000 free simple icons in varius collections.

Generic

• Font Awesome - Scalable vector icons that can instantly be customized — size, color, drop shadow, and anything that can be done with the power of CSS.

• Foundation Icon Fonts 2

• Foundation Icon Fonts 3 - A custom collection of 283 icons.

• Glyphicons - Is a library of precisely prepared monochromatic icons and symbols, created with an emphasis to simplicity and easy orientation.

• Heroicons (⭐23k) - A set of free MIT-licensed high-quality SVG icons for UI development.

• Ionicons - The premium icon font for Ionic Framework.

• uiw-icons - The premium icon font for UIW Framework.

• Eva Icons - Eva Icons is a pack of more than 480 beautifully crafted Open Source icons for common actions and items.

Map / Countries

• flag-icon-css - A collection of all country flags in SVG — plus the CSS for easier integration.

Social

• Social Share Kit - Social network icons, share buttons, share count, floating/sticky button bar and popups.

Weather

• Meteocons - 40+ icons available in PSD, CSH, EPS, SVG, Desktop font and Web font.

• Weather 7 Icon Font Set - A complete set of 60 weather icons inspired by iOS 7.

Tools

• fontello - Icon fonts generator.

• svg-icon - Select as many SVG icons as you need, and download as an SVG symbols sprite file.

• Orion icon library - Generate icon fonts or download icons in multiple formats.

8. Awesome Rust

Libraries / Audio and Music

• aschey/stream-download-rs (⭐82) [stream-download] - A library for streaming audio, video, and other media content

9. Awesome Neovim

Marks / Diagnostics

• francescarpi/buffon.nvim (⭐18) - Buffers navigation, reorganize and close.

10. Awesome Angular

Certification / Google Developer Experts

• Certificates.dev - Obtain your Certification of Competence as an Angular Developer.

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