Awesome List Updates on Feb 17, 2023

10 awesome lists updated today.

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1. Awesome Polars

Official documentation

• Documentation - Official user guide for Python, Rust and R.

• Github: Polars Github Organization - Official Polars Github repository.

• Blog posts from Polars - Official blogs posts from Polars.

Libraries/Packages/Scripts / Python

• polars for Python (⭐32k) - Python polars package to use polars DataFrame from Python.

• tidypolars tidypolars python library built on top of polars library that gives access to methods and functions familiar to R tidyverse users.

Libraries/Packages/Scripts / Rust

• polars for Rust (⭐32k) - Rust polars crate to use polars DataFrame with Rust.

• GeoPolars Geopolars pre-alpha Rust crate that extends the Polars DataFrame library for use with geospatial data (not in active development - see top of readme (⭐675)).

Libraries/Packages/Scripts / R

• rpolars for R (⭐497) - R rpolars package to use polars DataFrame from R.

Libraries/Packages/Scripts / Node.js

• nodejs-polars for Node.js (⭐501) - Node.js nodejs-polars package to use polars DataFrame from Node.js.

Resources / Tutorials & workshops

• Modern Polars - A side by side comparison between Polars and Pandas containing code in both frameworks by @kevinheavey.

Resources / Blog posts

• Using the Polars DataFrame Library - A blog post by Wei-Meng Lee to discover the basics of Polars and how it can be used in place of Pandas.

• Why Polars uses less memory than Pandas - A blog post by Itamar Turner-Trauring detailing some techniques to opptimize Pandas memory usage and see how Polars can provide an answer in some cases.

• Plodding with Polars in Python - A blog post by @amitrathore that introduces some basic features of Polars.

• Polars-lazy - A blog post by @ritchie46 and @jorgecarleitao that introduces Polars' lazy API in Rust.

• Series of posts on Polars - A series of blogpost on Polars usage with a lot of useful tricks and information by @braaannigan. Moreover, Liam also has a Data Analysis with Polars course on Udemy.

• Youtube videos about Polars - A series of short youtube videos about Polars by @braaannigan

Resources / Talks and videos

• Polars: Blazingly Fast DataFrames in Rust and Python ⏳ 37 min - Introduction to Polars by databricks.

• Polars: The Next Big Python Data Science Library... written in Rust? ⏳ 14 min - A short video tutorial to get started coding with Polars by @RobMulla.

• The Last Polars Dataframe vs. Pandas Dataframe Video You Should Ever See ⏳ 19 min - A video that compares Polars and Pandas data frames.

• The Best library for building Data Pipelines... ⏳ 12 min - A video that compares Pandas, Spark and Polars for working with data in Python by @RobMulla.

Follow / Talks and videos

• pola-rs (@pola-rs) - Github organisation for Polars

• Ritchie Vink (@ritchie46) - Author of Polars

• Stijn de Gooijer (@stinodego) - Member of Polars organisation

• Danny van Kooten (@dannyvankooten) - Member of Polars organisation

• Alexander Beedie (@alexander-beedie) - Contributor to Polars projects

2. Awesome Decentralized

Applications

• Databag (⭐967): Self-hosted lightweight federated messenger for the decentralized web. Lightweight, public-private key based identity, end-to-end encryption.

3. Static Analysis

Multiple languages / Other

• CodeSee ©️ — CodeSee is mapping and automating your app's services, directories, file dependencies, and code changes. It's like Google Map, but for code.t

• StaticReviewer ©️ — Static Reviewer executes code checks according to the most relevant Secure Coding Standards, OWASP, CWE, CVE, CVSS, MISRA, CERT, for 40+ programming languages, using 1000+ built-in validation rules for Security, Deadcode & Best Practices Available a module for Software Composition Analysis (SCA) to find vulnerabilities in open source and third party libraries.

4. Awesome Terraform

Self-Hosted Registries / Miscellaneous

• tapir (⭐214) - Private Terraform Registry.

5. Awesome V

Command-line

• vgoogle (⭐9) - Make google search on the terminal.

6. Awesome Rust

Libraries / Artificial Intelligence

• 64bit/async-openai (⭐1.3k) [async-openai] - Ergonomic Rust bindings for OpenAI API based on OpenAPI spec.

7. Awesome Deno

Modules / Database

• r2d2 (⭐56) - Fast, lightweight Redis client library for Deno.

8. Awesome Mac

Developer Tools / Network Analysis

• Sniffnet (⭐23k) - Application to comfortably monitor your network traffic.

9. Awesome Neovim

Preconfigured Configuration / Diagnostics

• LazyVim/LazyVim (⭐20k) - Full-fledged IDE powered by lazy.nvim to make it easy to customize and extend your config.

10. Awesome Zsh Plugins

Prerequisites

• Cascadia Code (⭐27k) - Microsoft's Cascadia Code

• Fira Mono (⭐5.1k) - Mozilla's Fira type family.

• Hack - Another Powerline-compatible font designed for source code and terminal usage.

• Input Mono - A family of fonts designed specifically for code. It offers both monospaced and proportional fonts and includes Powerline glyphs.

• Iosevka - Iosevka is an open source slender monospace sans-serif and slab-serif typeface inspired by Pragmata Pro, M+ and PF DIN Mono, designed to be the ideal font for programming.

• Monoid - Monoid is customizable and optimized for coding with bitmap-like sharpness at 15px line-height even on low res displays.

• Mononoki - Mononoki is a typeface by Matthias Tellen, created to enhance code formatting.

• More Nerd Fonts - Another site to download nerd fonts.

• Nerd fonts (⭐57k) - A collection of over 20 patched fonts (over 1,700 variations) & the fontforge font patcher python script for Powerline, devicons, and vim-devicons: includes Droid Sans, Meslo, AnonymousPro, ProFont, Inconsolta, and many more. These can be installed with brew - do brew tap homebrew/cask-fonts && brew install --cask fontname

• Victor Mono - Victor Mono is a free programming font with semi-connected cursive italics, symbol ligatures (!=, ->>, =>, ===, <=, >=, ++) and Latin, Cyrillic and Greek characters.

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