8月机器学习热门开源项目

在过去的一个月里,我们对近250个机器学习开放源码项目进行了排名,选出了前10名。

在此期间,我们将项目与新版本或主要版本进行了比较。Mybridge AI根据各种因素对项目进行排名,以衡量专业质量。

这个版本中GitHub star的平均数量:919个stars

“Watch”机器学习GitHub上的前10位开放源码,每月收到一次电子邮件。

主题:Auto Keras,Glow,Videoto Video,机器翻译,舞蹈生成器,足球视频到3D,垃圾邮件过滤,语音识别,图像生成,人脸处理。

开源项目可能对程序员有用。希望你能找到一个有趣的项目来激励你。

Autokeras: An opensource software library for automated machine learning (AutoML) [2715 stars onGithub]. Courtesy of Haifeng Jin

链接:https://github.com/jhfjhfj1/autokeras

Glow: Code for“Glow: Generative Flow with Invertible 1x1 Convolutions” [1687stars onGithub]. Courtesy of OpenAI

链接:1.https://blog.openai.com/glow/

2. https://github.com/openai/glow

链接:https://github.com/NVIDIA/vid2vid

UnsupervisedMT:Phrase-Based & Neural Unsupervised Machine Translation—Facebook Research [515stars on Github]. Courtesy of FacebookResearch

链接:https://github.com/facebookresearch/UnsupervisedMT

DanceNet: Dancegenerator using Autoencoder, LSTM and Mixture Density Network. (Keras) [301stars on Github]. Courtesy of Jaison Saji

链接:https://github.com/jsn5/dancenet

Soccerontable:Upconverting YouTube soccer videos in 3D for viewing in AR/VR devices.Soccer OnYour Tabletop with OpenCV [253stars on Github]. Courtesy of KonstantinosRematas

链接:

https://github.com/krematas/soccerontable

Artificial-adversary:Tool to generate adversarial text examples and test machine learning modelsagainst them—Airbnb [160stars on Github]. Courtesy of AirbnbEng

链接:

https://github.com/airbnb/artificial-adversary

Stt-benchmark:Speech to text benchmark framework [300stars on Github]. Courtesy of Picovoice

链接:

https://github.com/Picovoice/stt-benchmark

Sg2im: Code for “Image Generation fromScene Graphs”. A scene graph is a structured representation of a visual scenewhere nodes represent objects in the scene and edges represent relationshipsbetween objects [672stars on Github]. Courtesy of Google Open Source

链接:https://github.com/google/sg2im

GANimation:Anatomically-aware Facial Animation from a Single Image [355stars on Github].Courtesy of Albert Pumarola

链接:

https://github.com/albertpumarola/GANimation

https://medium.mybridge.co/machine-learning-open-source-of-the-month-v-aug-2018-ae85e7302ea5

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  • 原文链接https://kuaibao.qq.com/s/20180829B08HV700?refer=cp_1026
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