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1. Hardware-accelerated machine learning JavaScript library DeepLearn.jsDeepLearn.js is an open source JavaScript library launched by Google that can be used for machine intelligence and accelerates WebGL. It runs completely in the browser and does not require installation or back-end processing. .

2. Large-scale microservice system management tool Istio

Istio is an open source project jointly developed by Google, IBM and Lyft, aiming to provide a unified microservice connection and security guarantee , management and monitoring methods. The Istio project can provide a traffic management mechanism for microservice architecture, and also creates a foundation for other value-added functions (including security, monitoring, routing, connection management and policy, etc.). The software is built using the proven Lyft Envoy proxy to provide visibility and control without any effort on application code. The Istio project is a powerful tool that helps CTOs/CIOs implement holistic security, policy, and compliance requirements within the enterprise.

3. Can automatically generate a command line interface Python Fire

Python Fire is a Google open source library that can automatically generate a command line interface (CLI) from any Python code.

Simple example:

import fireclass Calculator(object):
  """A simple calculator class."""

  def double(self, number):
    return 2 * numberif __name__ == '__main__':
  fire.Fire(Calculator)

Then, you can run:

python calculator.py double 10  # 20python calculator.py double --number=15  # 30

4. Google Deep Learning Library TensorFlow Fold

TensorFlow Fold is a library for creating TensorFlow models that use structured data, where the structure of the computational graph depends on the structure of the input data.

TensorFlow Fold makes it easier to implement deep learning models that handle different data sizes and structures. Fold implements dynamic batch processing, transforming batches of arbitrary-shaped computational graphics to produce static computational graphics. The graph has the same structure regardless of what input it receives, and can be executed efficiently with TensorFlow.

5. Go runs Python: Grumpy

Grumpy is a Python to Go source code translation compiler and runtime designed to replace CPython 2.7.

The key difference is that it compiles Python source code to Go source code and then compiles it to native code, not bytecode. This means Grumpy doesn't have a VM. Compiled Go source code is a sequence of calls to the Grumpy runtime, a Go library that serves a similar purpose to the Python C API (although the C API is not directly supported).

6. Neural network library based on TensorFlow Sonnet

The Sonnet library uses an object-oriented approach to allow the creation of modules that define some forward conduction calculations. The module is called with some input Tensors, adds operations to the graph and returns an output Tensor. One design choice is to ensure that variable sharing is handled transparently by automatically reusing variables on subsequent calls to the same module.

7. Node.js API for controlling headless Chrome: Puppeteer

Puppeteer is a Node.js API for controlling headless Chrome. It is a Node.js library that provides a high-level API to control headless Chrome through the DevTools protocol. It can also be configured to use full (non-headless) Chrome.

8. Image algorithm tool Guetzli

##Guetzli, which is "cookie" in Swiss German It is a JPEG encoder for digital images and web images that can achieve a faster online experience by producing smaller JPEG files, while maintaining compatibility with current browsers, image processing applications and JPEG standards. Google says Guetzli creates high-quality JPEG image files that are 35 percent smaller than current compression methods.

9. Google’s open source machine learning data set visualization tool Facets

Facets is an open source visualization tool from Google that helps understand, analyze and debug ML data. set.

Facets consists of two parts - Facets Overview and Facets pe , allowing users to see the overall picture of their data at different granularities. Facets Overview can be used to visualize every feature of the data, and Facets pe can be used to explore individual sets of data observations.

10. Machine learning tool library Kubeflow

Kubeflow is a machine learning tool library released by Google. The Kubeflow project aims to make machine learning on Kubernetes easy, convenient, and scalable. The goal is not to rebuild other services, but to provide an easy way to find the best OSS solution. The library contains a manifest for creating:

  • JupyterHub for creating and managing interactive Jupyter notebooks

  • Configurable to use CPU or GPU and scaled to a single cluster size with a single setting Tensorflow Training Controller

  • TF Serving container

11. Game state automatic management framework BOARDGAME. IO

BOARDGAME.IO is a game framework open sourced by Google. It is sold on WeChat NiuNiu platform (h5.hxforum.com) Contact information 17061863533 Penguin 2952777280 WeChat Tel17061863533. It is designed to allow game authors to essentially transform game rules into a game framework. A series of simple functions that describe the game's state changes when a specified action occurs. The framework handles representational state transfer. No more manually writing any network or backend code.

12. Open source quantum software OpenFermion

OpenFermion is an open source software used to compile and analyze quantum algorithms to simulate fermion systems, including quantum chemistry. Among other functions, the current version Features data structures and tools for obtaining and manipulating representations of fermions and qubit Hamiltonians.

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