1. Recommended

1.1 lifeRestart: If You could live again

This week Star growth: 2200+, total: 7.6K +

The most popular game these days is to let you experience different beginning and end of life.

If the starting point is different, can I become a winner in life?

Github.com/VickScarlet…

2. Zhou Bang

2.1 Real-ESrGAN: A powerful AI image repair tool

This week Star growth: 960+, cumulative: 2.3K +

With THE AID of AI, blurred images can be made clear.

Windows, Linux, and MacOS provide executable files to run directly. The graphics card requirements are as follows: Intel/AMD/Nvidia GPU, independent of CUDA and PyTorch environment.

Github.com/xinntao/Rea…

2.2 Designing Data-Intensive Applications

This week Star growth: 300+, total: 8.8K +

Chinese translation of the book Designing Data-Intensive Applications.

Today, especially on the Internet, most applications are data-intensive. This book introduces the essence of data system design from the bottom data structure to the top architecture design. There are valuable lessons that can be useful to architects, DBAs, back-end engineers, and even product managers.

github.com/Vonng/ddia

2.3 Lima: Linux VM on macOS

This week Star growth: 380+, total: 4K +

Lima can start Linux virtual machines that have automatic file sharing, port forwarding, and use Containerd (open source container).

Lima’s design is similar to Windows 2, but Lima uses macOS as its primary target host, and currently does not support Windows hosts.

Github.com/lima-vm/lim…

2.4 Microsoft Recommenders

Star this week increase: 180+, total: 11.2K +

Microsoft Recommenders contains examples and best practices for building recommendation systems, provided in the form of Jupyter Notebook.

There are five key tasks:

  • Prepare data: Prepare and load data for each recommendation algorithm
  • Models: Models are built using a variety of classical and deep learning recommendation algorithms.
  • Evaluation: Use off-line metrics to evaluate algorithms
  • Model selection and optimization: Adjust and optimize the hyperparameters of the recommended model
  • Practice: Working with the model in a production environment on Azure

Github.com/microsoft/r…

2.5ml -For-Beginners in Machine learning

This week Star growth: 2500+, total: 20.3K +

This machine learning course from Microsoft is 12 weeks and 24 lessons.

Github.com/microsoft/M…

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