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+# Machine Learning Top 10 Open Source Projects for the Past Month (v.Jul 2018)
+
+<img src="july-ml-opensource.jpg" width="800" alt="Mybridge"></a>
+
+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: 1,041⭐️
+* Topics: DensePose, Image Classification, Mulit-Scale Training, Mobile AI Compute Engine, Satellite Imagery, NLP, Python Package, Word detection, NCRF, DALI
+
+Open source projects can be useful for programmers. Hope you find an interesting project that inspires you.
+
+<br>
+
+### Course of the month:
+
+[A) Beginners: Bayesian Machine Learning in Python: A/B Testing.](http://bit.ly/2KF1pv7) [1,037 recommends, 4.6/5 stars]
+
+[B) Unsupervised Machine Learning Hidden Markov Models in Python.](http://bit.ly/2zfXQYb) [1,768 recommends, 4.6/5 stars]
+
+<br>
+
+## Rank 1
+### [DensePose: A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body [★2887]](https://github.com/facebookresearch/DensePose?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 2
+### [Darts: Differentiable architecture search for convolutional and recurrent networks [★1117]](https://github.com/quark0/darts?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 3
+### [SNIPER is an efficient multi-scale object detection algorithm [★1345]](https://github.com/mahyarnajibi/SNIPER?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 4
+### [Mace: A deep learning inference framework optimized for mobile heterogeneous computing platforms. [★2109]](https://github.com/XiaoMi/mace?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 5
+### [Robosat: Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water [★768]](https://github.com/mapbox/robosat?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 6
+### [DecaNLP: The Natural Language Decathlon: A Multitask Challenge for NLP - Salesforce [★881]](https://github.com/salesforce/decaNLP?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 7
+### [Magnitude: A fast, efficient universal vector embedding utility package. [★427]](https://github.com/plasticityai/magnitude?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 8
+### [Porcupine: On-device wake word detection engine powered by deep learning. [★372]](https://github.com/Picovoice/Porcupine?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 9
+### [Cancer metastasis detection with neural conditional random field (NCRF) [★289]](https://github.com/baidu-research/NCRF?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+
+
+<br>
+
+## Rank 10
+### [DALI: A library containing both highly optimized building blocks and an execution engine for data pre-processing in deep learning applications [★418]](https://github.com/NVIDIA/dali?utm_source=mybridge&utm_medium=blog&utm_campaign=read_more)
+