Awesome List Updates on Dec 16, 2021

3 awesome lists updated today.

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1. Awesome Deep Learning

Table of Contents / Books

• Evolutionary Deep Learning - by Micheal Lanham

Table of Contents / Videos and Lectures

• What is Neural Structured Learning by Andrew Ferlitsch

• Deep Learning Design Patterns by Andrew Ferlitsch

• Architecture of a Modern CNN: the design pattern approach by Andrew Ferlitsch

• Metaparameters in a CNN by Andrew Ferlitsch

• Multi-task CNN: a real-world example by Andrew Ferlitsch

• A friendly introduction to deep reinforcement learning by Luis Serrano

• What are GANs and how do they work? by Edward Raff

• Coding a basic WGAN in PyTorch by Edward Raff

• Training a Reinforcement Learning Agent by Miguel Morales

2. Awesome Dataviz

JavaScript tools / Charting libraries

• G2 - an interactive and responsive charting library based on the grammar of graphics, maintained by Alibaba

JavaScript tools / Charting libraries for graphs

• G6 (⭐9.3k) - Graph visualization library powered by Javascript & Typescript, maintained by Alibaba

JavaScript tools / React

• BizCharts (⭐6k) - Data visualization library based on G2 (⭐11k) and React

React Native / React

• F2 (⭐7.8k) - An elegant, interactive and flexible charting library for mobile, maintained by Alibaba

React Native / Misc

• Graphology (⭐755) - A robust & multipurpose Graph object for javascript & TypeScript; Serves as a base library to power other graph visualization libraries.

Other tools / Misc

• X6 - diagram creation library for rapid construction of DAG diagrams, ER diagrams, flowcharts and other applications, maintained by Alibaba

Books / Misc

• The Grammar of Graphics by Leland Wilkinson. Basic visualization theory.

Twitter accounts / Misc

• Andrei Kashcha

• Jan Žák

3. Awesome Aws

Open Source Repos / Elastic Compute Cloud

• cristim/autospotting 🔥🔥🔥🔥🔥 (⭐2.2k) - Automatically rolling-replace on-demand EC2 instances in AutoScaling groups with compatible spot instances.

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