GitHub / IBM / matrix-capsules-with-em-routing
A TensorFlow implementation of "Matrix Capsules with EM Routing" by Hinton et al. (2018).
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PURL: pkg:github/IBM/matrix-capsules-with-em-routing
Stars: 87
Forks: 26
Open issues: 9
License: apache-2.0
Language: Python
Size: 527 KB
Dependencies parsed at:
32
Created at: over 6 years ago
Updated at: 12 months ago
Pushed at: 4 months ago
Last synced at: 3 months ago
Topics: capsnet, capsule-networks, capsules, dynamic-routing, em-routing, hinton, matrix-capsules
requirements.txt
pypi
- Keras-Applications ==1.0.8
- Keras-Preprocessing ==1.1.0
- Markdown ==3.1.1
- Werkzeug ==0.15.4
- absl-py ==0.7.1
- astor ==0.7.1
- certifi ==2019.6.16
- daiquiri ==1.5.0
- gast ==0.2.2
- google-pasta ==0.1.7
- grpcio ==1.16.1
- h5py ==2.9.0
- icc-rt ==2019.0
- intel-openmp ==2019.0
- joblib ==0.13.2
- mkl ==2019.0
- mkl-fft ==1.0.12
- mkl-random ==1.0.2
- mkl-service ==2.0.2
- mock ==3.0.5
- numpy ==1.16.4
- protobuf ==3.8.0
- scikit-learn ==0.21.2
- scipy ==1.3.0
- six ==1.12.0
- tbb ==2019.0
- tbb4py ==2019.0
- tensorboard ==1.11.0
- tensorflow ==1.11.0
- tensorflow-estimator ==1.13.0
- termcolor ==1.1.0
- wrapt ==1.11.2