Metadata-Version: 2.1
Name: eve_optimizer
Version: 0.0.3.6
Summary: The EVer Evolving Optimizer
Home-page: https://github.com/iyaja/eve
Author: Ajay Uppili Arasanipalai
Author-email: ajayuppili@gmail.com
License: UNKNOWN
Description: # EVE: The EVer Evolving Deep Learning Optimizer
        
        EVE is a new optimizer library built on top of PyTorch that combines the best of multiple state-of-the-art optimizer algorithms into one flexible, infinitely customizable super-optimizer.
        
        The goal of EVE is not to provide one final, static optimizer, but rather an interface to a PyTorch optimizer that will continue to implement the latest, well-tested methods from modern research.
        
        At present, EVE implements (and combines) the following algorithms:
        - [Adam](https://arxiv.org/abs/1412.6980)
        - [RAdam](https://arxiv.org/abs/1908.03265v1)
        - [LARS](https://arxiv.org/abs/1708.03888)
        - [LookAhead](https://arxiv.org/abs/1907.08610)
        
        We are currently working on adding in the following variants as well:
        - [LAMB](https://arxiv.org/abs/1904.00962)
        - [DiffGrad](https://arxiv.org/abs/1909.11015)
        - [AdaMod](https://arxiv.org/abs/1910.12249)
        - [DeepMemory](https://github.com/lessw2020/Best-Deep-Learning-Optimizers/tree/master/DeepMemory)
        - Marina
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
