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

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: 2,540 ⭐️
Topics: Object Detection, Swap Faces, Neural Nets, Predictions, DeepMind, Agent-based AI, Music Generation, Neuroevolution, Translation Open source projects can be useful for programmers. Hope you find an interesting project that inspires you.

Course of the month:

A) Beginner: Learn Machine Learning and TensorFlow in Python with Real-Life Business Cases. [2,128 recommends, 4.8/5 stars]

Rank 1

Detectron: FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet. [★11109]

Rank 2

FaceSwap: A tool that utilizes deep learning to recognize and swap faces in pictures and videos. [★3567]

Rank 3

Gradient-checkpointing: Make huge neural nets fit in memory [★1073]

Rank 4

Lime: Explaining the predictions of any machine learning classifier [★3104]

Rank 5

Dm_control: The DeepMind Control Suite and Control Package [★873]

Rank 6

Psychlab: Experimental paradigms implemented using the Psychlab platform (3D platform for agent-based AI) [★4763]

Rank 7

Deepj: a deep learning model for style-specific music generation. [★291]

Rank 8

Simple: Experimental Global Optimization Algorithm [★201]

Rank 9

Deep-neuroevolution: Deep Neuroevolution [★369]

Rank 10

NPMT: Towards Neural Phrase-based Machine Translation [★50]