Machine Learning Open Source of the Month (v.Aug 2018)

For the past month , we ranked nearly 250 Machine Learning Open Source Projects to pick the Top 10.

We compared projects with new or major release during this period. Mybridge AI ranks projects based on a variety of factors to measure its quality for professionals.

Average number of Github stars in this edition: 919 :star:️
“Watch” Machine Learning Top 10 Open Source on Github and get email once a month.
Topics: Auto Keras, Glow, Video to Video, Machine Translation, Dance Generator, Soccer videos to 3D, Spam Filtering, Speech Recognition, Image Generation, Face Manipulation

Open source projects can be useful for programmers. Hope you find an interesting project that inspires you.

Course of the month:

A) Beginners: Python for Data Science and Machine Learning Bootcamp. [25,269 recommends, 4.5/5 stars]

B ) Deep Learning: Convolutional Neural Networks in Python. [1,290 recommends, 4.6/5 stars]

Rank 1

Autokeras: An open source software library for automated machine learning (AutoML) [2637 stars on Github] . Courtesy of Haifeng Jin

Rank 2

Glow: Code for “Glow: Generative Flow with Invertible 1x1 Convolutions” [1664 stars on Github] . Courtesy of OpenAI

…..[Glow: Better Reversible Generative Models]

Rank 3

Vid2vid: Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation. [1797 stars on Github] . Courtesy ofNVIDIA AI

Rank 4

UnsupervisedMT: Phrase-Based & Neural Unsupervised Machine Translation — Facebook Research [490 stars on Github] . Courtesy ofFacebook Research

Rank 5

DanceNet: Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras) [282 stars on Github] . Courtesy ofJaison Saji

Rank 6

Soccerontable: Upconverting YouTube soccer videos in 3D for viewing in AR/VR devices.Soccer On Your Tabletop with OpenCV [247 stars on Github] . Courtesy of Konstantinos Rematas

Rank 7

Artificial-adversary: Tool to generate adversarial text examples and test machine learning models against them — Airbnb [155 stars on Github] . Courtesy ofAirbnbEng

Rank 8

Stt-benchmark: Speech to text benchmark framework [294 stars on Github] . Courtesy of Picovoice

Sg2im: Code for “Image Generation from Scene Graphs”. A scene graph is a structured representation of a visual scene where nodes represent objects in the scene and edges represent relationships between objects [670 stars on Github] . Courtesy of Google Open Source

Rank 10

GANimation: Anatomically-aware Facial Animation from a Single Image [344 stars on Github] . Courtesy of Albert Pumarola

That’s it for Machine Learning Top 10 Open Source of the Month. Visit our publication to find top posts for more programming skills.

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Machine Learning Open Source of the Month (v.Aug 2018)