Metadata-Version: 2.1
Name: shadho
Version: 0.3.0
Summary: Hyperparameter optimizer with distributed hardware at heart
Home-page: https://github.com/jeffkinnison/shadho
Author: Jeff Kinnison
Author-email: jkinniso@nd.edu
License: UNKNOWN
Description: # `shadho` - Scalable Hardware-Aware Distributed Hyperparameter Optimizer
        
        `shadho` is framework for distributed hyperparameter optimization developed for
        machine/deep learning applications.
        
        - Website/Documentation: <https://shadho.readthedocs.io>
        - Bug Reports: <https://github.com/jeffkinnison/shadho/issues>
        
        # Installation
        
        **Note:** The post-install step may look like it hangs, but it is just
        compiling Work Queue behind the scenes and my take a few minutes.
        
        ```
        $ pip install shadho
        $ python -m shadho.installers.workqueue
        ```
        
        ## Installing on a Shared System
        
        The owner of the shared installation should follow the steps above. Then,
        another user installs with
        
        ```
        $ pip install shadho
        $ python -m shadho.installers.workqueue --prefix <path to shared install>
        ```
        
        # Dependencies
        
        - numpy
        - scipy
        - [pyrameter](https://github.com/jeffkinnison/pyrameter)
        - [Work Queue](http://ccl.cse.nd.edu/software/workqueue/) (Built and installed by setup.py)
        
Keywords: machine_learning hyperparameters distributed_computing
Platform: UNKNOWN
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Requires-Python: >=3.5
Description-Content-Type: text/markdown
