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GitHub / chair-dsgt / mip-for-ann
Official PyTorch and CVXPY implementation of Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chair-dsgt%2Fmip-for-ann
Stars: 1
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 141 KB
Dependencies:
17
Created: over 4 years ago
Updated: over 1 year ago
Last pushed: over 3 years ago
Last synced: about 1 year ago
Topics: mixed-integer-programming, model-architecture, neural-model-compression
Files
Dependencies
- Cython >=0.29.21
- Pillow >=7.1.0
- cvxpy >=1.0.26
- guppy3 >=3.0.10
- matplotlib >=2.1.1
- mosek >=9.1.12
- numpy >=1.13.3
- opencv_python >=3.4.2.17
- pandas >=0.22.0
- prettytable >=0.7.2
- pytorch-lightning >=0.7.6
- scikit-learn >=0.22.2
- scipy >=1.4.1
- seaborn >=0.9.0
- tensorboard >=2.2.0
- torch >=1.2.0
- torchvision >=0.4.0