Machine Learning Open Source of the Month (v.Apr 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: 1,385
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- “Watch” Machine Learning Top 10 Open Source on Github and get email once a month.
- Topics: Tensorflow, Augmentation, AlphaGo Zero, NSynth, Deep Neuroevolution, Person Blocker, TCN, Ann Visualizer, Watson
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.[18,618 recommends, 4.6/5 stars]
B) Artificial Intelligence: Reinforcement Learning in Python. [1,440 recommends, 4.6/5 stars]
Rank 1
Tfjs: A WebGL accelerated, browser based JavaScript library for training and deploying ML models. [6129 stars on Github]. Courtesy of TensorFlow
Rank 2
Augmentor v0.2: Image augmentation library in Python for machine learning. [1661 stars on Github]. Courtesy of Marcus D. Bloice
Rank 3
Hub: A library for transfer learning by reusing parts of TensorFlow models. [350 stars on Github]. Courtesy of TensorFlow
Rank 4
Chess-alpha-zero: Chess reinforcement learning by AlphaGo Zero methods. [1014 stars on Github]. Courtesy of Samuel
Rank 5
Open-nsynth-super: Open NSynth Super is an experimental physical interface for the NSynth algorithm [1177 stars on Github]. Courtesy of Google Creative Lab
Rank 8
TCN: Sequence modeling benchmarks and temporal convolutional networks [498 stars on Github]. Courtesy of Zico Kolter
Rank 9
Ann-visualizer: A python library for visualizing Artificial Neural Networks (ANN) [654 stars on Github]. Courtesy of Prodi Code
Rank 10
Visual-recognition-coreml: Classify images offline using Watson Visual Recognition and Core ML [362 stars on Github]. Courtesy of IBM Watson
That’s it for Machine Learning Monthly Open Source. If you like this curation, read best daily articles based on your programming skills on our website.