Awesome List Updates on Jan 29, 2021

7 awesome lists updated today.

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1. Awesome Cpp

Artificial Intelligence

• oneDNN (⭐3.8k) - An open-source cross-platform performance library for deep learning applications. [Apache] website

Machine Learning

• oneDAL (⭐636) - A powerful machine learning library that helps speed up big data analysis. [Apache]

2. Awesome Design Systems

Design tools

• AdobeXD - Share your story with designs that look and feel like the real thing. Wireframe, animate, prototype, collaborate, and more — it’s all right here, all in one UI/UX design tool.

• Marvel - Marvel has everything you need to bring ideas to life and transform how you create digital products with your team. Placing the power of design in everyone’s hands.

• UXPin - Design and manage your entire UX/UI project in one tool.

3. Awesome R Learning Resources

Topic Areas / Uncategorized

• Data.Table and Dplyr Tour - A detailed comparison of R packages data.table and dplyr. Author: Atrebas.

• data.table: A gentle introduction - A quick introduction to data.table. The main objective is to present the data.table syntax, showing how to perform basic, but essential, data wrangling tasks. Author: Atrebas.

4. Awesome Agriculture

Farm Management Systems and Record Keeping

• Soil Mate (⭐21) - Helper app designed to assist the collection of soil data.

5. Awesome Discord Communities

WebAssembly Frameworks

WebAssembly↰ • Web Frameworks↰

seed-rs
Notable Channels: #app-architecture, #hooks-and-style, #devel, #support, #showcase, #documentation, #jobs
Language: English \

Yew
Notable Channels: #development, #support, #showcase, #fetch, #functional, #router, #ssr, #gloo, #malvolio, #trunk, #ybc, #yewprint, #yew-state, #yew_styles
Language: English, 中文

6. Awesome Jax

Libraries

• NumPyro (⭐2.5k) - Probabilistic programming based on the Pyro library.

• Chex (⭐865) - Utilities to write and test reliable JAX code.

• Optax (⭐1.9k) - Gradient processing and optimization library.

• JAX, M.D. (⭐1.3k) - Accelerated, differential molecular dynamics.

Libraries / New Libraries

• jax-unirep (⭐107) - Library implementing the UniRep model for protein machine learning applications.

• jax-cosmo (⭐206) - Differentiable cosmology library.

Videos / NumPyro

• Introduction to JAX - Simple neural network from scratch in JAX.

Papers / NumPyro

• Compiling machine learning programs via high-level tracing. Roy Frostig, Matthew James Johnson, Chris Leary. MLSys 2018. - White paper describing an early version of JAX, detailing how computation is traced and compiled.

Tutorials and Blog Posts / NumPyro

• Plugging Into JAX by Nick Doiron - Compares Flax, Haiku, and Objax on the Kaggle flower classification challenge.

7. Awesome Eslint

Plugins / Practices and Specific ES Features

• no-constructor-bind (⭐12) - Encourages use of class properties by reporting use of this with bind or setting state in constructors.

Plugins / Style

• const case - Enforce capitalization of constant primitive literals.

• editorconfig (⭐16) - Derive rules from .editorconfig.

Tools / Testing Tools

• generator-eslint (⭐238) - Generate ESLint plugin and rules with Yeoman.

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