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GitHub / anishacharya / Optimization-Mavericks
This repository provides a unified framework to perform Optimization experiments across Stochastic, Mini-Batch, Decentralized and Federated Setting.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/anishacharya%2FOptimization-Mavericks
Stars: 0
Forks: 0
Open Issues: 4
License: mit
Language: Roff
Repo Size: 8.62 MB
Dependencies:
30
Created: over 3 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: over 1 year ago
Topics: federated-learning, optimization-algorithms, robust-optimization, robust-statistics, sgd
Files
Dependencies
- Pillow ==8.3.2
- PyWavelets ==1.1.1
- PyYAML ==5.4.1
- cycler ==0.10.0
- data ==0.4
- decorator ==5.0.9
- funcsigs ==1.0.2
- future ==0.18.2
- imageio ==2.9.0
- install ==1.3.4
- kiwisolver ==1.3.1
- latex ==0.7.0
- matplotlib ==3.4.2
- networkx ==2.6.2
- numpy ==1.21.1
- numpyencoder ==0.3.0
- pyparsing ==2.4.7
- python-dateutil ==2.8.2
- scikit-image ==0.18.2
- scipy ==1.7.1
- shutilwhich ==1.1.0
- six ==1.16.0
- tempdir ==0.7.1
- tifffile ==2021.8.8
- torch ==1.9.0
- torchaudio ==0.9.0
- torchvision ==0.10.0
- tqdm ==4.62.0
- transformers *
- typing-extensions ==3.10.0.0