Awesome List Updates on Jun 13, 2023

9 awesome lists updated today.

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1. Awesome Polars

Resources / Tutorials & workshops

• Cookbook Polars for R - A side-by-side comparison of Polars, R base, dplyr and data.table packages by @ddotta.

• Polars Workshop on AWS (⭐13) - A comprehensive workshop comparing Polars to Pandas, exploring a wide range of functions and features by @debnsuma.

2. Awesome Rust

Resources / Web programming

• Learning
  • Aquascope (⭐1.9k) - Interactive visualizations of Rust at compile-time and run-time
  • Awesome Rust Streaming (⭐693) - A community curated list of livestreams.
  • awesome-rust-mentors - A list of helpful mentors willing to take mentees and educate them about Rust and programming.
  • Build a language VM - a series of posts to detailing how to build a language VM.
  • CIS 198: Rust Programming - University of Pennsylvania's Comp Sci Rust Programming Course
  • CodeCrafters.io - Build your own Redis, Git, Docker, or SQLite
  • Comprehensive Rust 🦀 - A 3-day course on Rust Fundamentals plus 1-day courses on Android, Bare-metal Rust, and Concurrency. Available in English, Brazilian Portuguese, and Korean.
  • Easy Rust (⭐8k) - Learn Rust in easy English.
  • exercism.org - programming exercises that help you learn new concepts in Rust.
  • Hands-on Rust - A hands-on guide to learning Rust by making games - by Herbert Wolverson (paid)
  • Idiomatic Rust (⭐6.3k) - A peer-reviewed collection of articles/talks/repos which teach idiomatic Rust.
  • Learn Rust by 500 lines code (⭐457) - Learn Rust by 500 lines code, build a Todo Cli Application from scratch.
  • Learning Rust With Entirely Too Many Linked Lists - in-depth exploration of Rust's memory management rules, through implementing a few different types of list structures.
  • Little Book of Rust Books - Curated list of rust books and how-tos.
  • Programming Community Curated Resources for Learning Rust - A list of recommended resources voted by the programming community.
  • Refactoring to Rust - A book that introduces to Rust language.
  • Rust by Example - a collection of runnable examples that illustrate various Rust concepts and standard libraries.
  • Rust Cookbook - A collection of simple examples that demonstrate good practices to accomplish common programming tasks, using the crates of the Rust ecosystem.
  • Rust Flashcards (⭐517) - Over 550 flashcards to learn Rust from first principles.
  • Rust for professionals - A quick introduction to Rust for experienced software developers.
  • Rust Gym (⭐874) - A big collection of coding interview problems solved in Rust.
  • Rust in Action - A hands-on guide to systems programming with Rust by Tim McNamara (paid)
  • Rust in Motion - A video series by Carol Nichols and Jake Goulding (paid)
  • Rust Language Cheat Sheet - Rust Language Cheat Sheet
  • Rust Tiếng Việt - Learn Rust in Vietnamese.
  • rust-how-do-i-start (⭐1.1k) - A repo dedicated to answering the question: "So, Rust. How do I start?". A beginner only hand-picked resources and learning track.
  • rust-learning (⭐11k) - A collection of useful resources to learn Rust
  • Rustlings (⭐52k) - small exercises to get you used to reading and writing Rust code
  • Rusty CS (⭐886) - A Computer Science Curriculum that helps practice the acquired academic knowledge in Rust
  • stdx (⭐2k) - Learn these crates first as an extension to std
  • Take your first steps with Rust - Lay the foundation of knowledge you need to build fast and effective programs in Rust.
  • Tour of Rust - This is meant to be an interactive step by step guide through the features of the Rust programming language.

3. Awesome Computational Biology

Databases / scRNA

• Single Cell Expression Atlas - Public database for single cell RNA.

Databases / Pathway

• PathwayCommons - Database of Pathways and Interactions.

Databases / Genome

• cBioPortal - Database of Cancer Genomics. This has overall metaview for a lot of patients.

Preprocess / Interaction

• Scanpy - scRNA analysis library in Python.

• Seurat - scRNA analysis library in R.

4. Awesome Typescript

Validation / Playground

• dto-classes (⭐75) - Developer-friendly parsing, validation & serialization. Static types by default. Uses properties for field schemas, not decorators.

5. Awesome Directus

Examples / Showcases / Personal

• Nuxt 3 Demo (⭐132) - Opinionated Nuxt 3 / Directus Starter with Tailwind CSS.

6. Awesome Ada

Format Readers, Writers and Checkers / Apache License

• xml-ez-out (⭐2) - Library for emitting XML from Ada programs.

7. Awesome Generative Deep Art

Image Segmentation / Deforum

• MusicGen: Meta's tool for generating music

• facebookresearch/audiocraft (⭐20k): a library for audio processing and generation with deep learning.

8. Awesome Neovim

Snippet / Diagnostics

• TobinPalmer/rayso.nvim (⭐74) - Create code snippets in Neovim using ray.so.

Tree-sitter Supported Colorscheme / Diagnostics

• dasupradyumna/midnight.nvim (⭐182) - A modern black Neovim theme with comfortable color contrast for a pleasant visual experience, with LSP and Tree-sitter support.

9. Awesome Developer First

Feature Flags

• Unleash - Open-source, privacy-first, and enterprise-ready feature management solution.

Testing

• Ddosify - Distributed Performance Testing Platform.

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