In August 2019, what are the popular open source projects in the field of machine learning?
From more than 250 AI open source projects, Mybridge AI uses the number of shares, minutes read, etc. as features, sorted through its own machine learning experiment method, and finally selected the Top8. As of press time (2019-09-16 23:21), the average number of Stars for these projects is: 1,355 ⭐️.
Top10 projects mainly involve topics: Object Detection, Swap Faces, Neural Nets, Predictions, DeepMind, Agent-based AI, Music Generation, Neuroevolution, etc.
Next, I will introduce you to the top 8 machine learning open source projects. You can clone the source code for debugging according to your preferences.
First place
Detectron: FAIR s research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
FAIR's object detection research platform implements popular algorithms such as Mask R-CNN and RetinaNet.
[Get
11109
Stars]
Project address: https://github.com/facebookresearch/Detectron
Second place
FaceSwap: A tool that utilizes deep learning to recognize and swap faces in pictures and videos.
The "ultimate" tool that uses deep learning to recognize and replace faces in pictures and videos.
[Get
3567
Stars]
Project address: https://github.com/deepfakes/faceswap
Third place
Gradient-checkpointing: Make huge neural nets fit in memory
Use Gradient-checkpointing to save memory, so that very large-scale neural networks can also be loaded in memory
[Get
1073
Stars]
Project address: https://github.com/cybertronai/gradient-checkpointing
fourth place
Lime: Explaining the predictions of any machine learning classifier.
Explain the predictions of any machine learning classifier.
[Get
3104
Stars]
Project address: https://github.com/marcotcr/lime
the fifth place
Dm_control: The DeepMind Control Suite and Control Package
Dm_control: DeepMind control suite and control package.
[Get
873
Stars]
Project address: https://github.com/deepmind/dm_control
Sixth place
Deepj: a deep learning model for style-specific music generation.
A deep learning model generated for a specific style of music.
[Get
291
Stars]
Project address: https://github.com/calclavia/DeepJ
Seventh place
NPMT: Towards Neural Phrase-based Machine Translation.
Phrase-based neural network translation.
[Get
50
Stars]
Project address: https://github.com/posenhuang/NPMT
eight place
Psychlab: Experimental paradigms implemented using the Psychlab platform (3D platform for AI).
Example of experiment using Psychlab platform (agent-based AI 3D platform)
[Get
4763
Stars]
Project address: https://github.com/deepmind/lab
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