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Machine Learning Top 10 Open Source Projects for the Past Month (v.Mar 2018)

Mybridge

This is a new monthly series

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: 898 ⭐️
  • Topics: Openpose, Domain specific language, Shap, NumPy, Image, Obfuscated Gradients, Physics, PyTorch, TensorFlow, PirateAI

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


Course of the month:

A) Beginners: Machine Learning A-Z™: Hands-On Python & R In Data Science. [34,991 recommends, 4.5/5 stars]

B) Beginners: Data Science, Deep Learning, & Machine Learning with Python. [7,610 recommends, 4.5/5 stars]


Rank 1

Openpose: OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation [★6249]


Rank 2

TensorComprehensions: A domain specific language to express machine learning workloads. [★948]


Rank 3

Shap: Explain the output of any machine learning model using expectations and Shapley values. [★823]


Rank 4

NapkinML: A tiny lib with pocket-sized implementations of machine learning models in NumPy. [★324]


Rank 5

GlobalLocalImageCompletion_TF: Globally and Locally Consistent Image Completion [★51]


Rank 6

Obfuscated-gradients: Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples [★284]


Rank 7

Visual-interaction-networks-pytorch: This's an implementation of deepmind Visual Interaction Networks paper using pytorch [★112]


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]


Rank 9

TensorFlow implementation of CipherGAN [★56]


Rank 10

PirateAI: Pirate trainer (Deep Learning, Autonomous Agents, 3D, Unity, Hyperopt, Keras) [★17]