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# Machine Learning Top 10 Open Source Projects for the Past Month (v.Mar 2018) | ||
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<img src="ml-opensource-mar.png" width="800" alt="Mybridge"></a> | ||
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This is a new monthly series | ||
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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. | ||
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* Average number of Github stars in this edition: 898 ⭐️ | ||
* Topics: Openpose, Domain specific language, Shap, NumPy, Image, Obfuscated Gradients, Physics, PyTorch, TensorFlow, PirateAI | ||
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Open source projects can be useful for programmers. Hope you find an interesting project that inspires you. | ||
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<br> | ||
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### Course of the month: | ||
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[A) Beginners: Machine Learning A-Z™: Hands-On Python & R In Data Science.](http://bit.ly/2oAaMA3) [34,991 recommends, 4.5/5 stars] | ||
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[B) Beginners: Data Science, Deep Learning, & Machine Learning with Python.](http://bit.ly/2FbgIcv) [7,610 recommends, 4.5/5 stars] | ||
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<br> | ||
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## Rank 1 | ||
### [Openpose: OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation [★6249]](https://github.com/CMU-Perceptual-Computing-Lab/openpose?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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<br> | ||
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## Rank 2 | ||
### [TensorComprehensions: A domain specific language to express machine learning workloads. [★948]](https://github.com/facebookresearch/TensorComprehensions?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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<br> | ||
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## Rank 3 | ||
### [Shap: Explain the output of any machine learning model using expectations and Shapley values. [★823]](https://github.com/slundberg/shap?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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<br> | ||
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## Rank 4 | ||
### [NapkinML: A tiny lib with pocket-sized implementations of machine learning models in NumPy. [★324]](https://github.com/eriklindernoren/NapkinML?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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<br> | ||
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## Rank 5 | ||
### [GlobalLocalImageCompletion_TF: Globally and Locally Consistent Image Completion [★51]](https://github.com/shinseung428/GlobalLocalImageCompletion_TF?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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## Rank 6 | ||
### [Obfuscated-gradients: Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples [★284]](https://github.com/anishathalye/obfuscated-gradients?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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## Rank 7 | ||
### [Visual-interaction-networks-pytorch: This's an implementation of deepmind Visual Interaction Networks paper using pytorch [★112]](https://github.com/Mrgemy95/visual-interaction-networks-pytorch?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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## Rank 8 | ||
### [Prototypical-Networks-for-Few-shot-Learning-PyTorch: Implementation of Prototypical Networks for Few Shot Learning (https://arxiv.org/abs/1703.05175) in Pytorch [★117]](https://github.com/orobix/Prototypical-Networks-for-Few-shot-Learning-PyTorch?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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## Rank 9 | ||
### [TensorFlow implementation of CipherGAN [★56]](https://github.com/for-ai/CipherGAN?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) | ||
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<br> | ||
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## Rank 10 | ||
### [PirateAI: Pirate trainer (Deep Learning, Autonomous Agents, 3D, Unity, Hyperopt, Keras) [★17]](https://github.com/HugoCMU/pirateAI?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more) |
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