Metadata-Version: 1.1
Name: losswise
Version: 4.0
Summary: Official Losswise library for Python
Home-page: https://losswise.com
Author: Losswise, Inc.
Author-email: nicodjimenez@gmail.com
License: Apache
Description: losswise-python
        ==============================
        
        This is the official Losswise Python library. This library allows for
        server-side integration of Losswise.
        
        
        Installation
        ------------
        
        The library can be installed using pip::
        
            pip install losswise
        
        
        Getting Started
        ---------------
        
        First create an account on the Losswise website (https://losswise.com).  This will automatically generate a unique API key.
        
        Typical usage usually looks like this::
        
            import random
            import losswise
        
            # replace with your own api key
            losswise.set_api_key('your_api_key')
        
            # replace with a string that identifies your model
            session = losswise.Session(tag='my_dilated_convnet', max_iter=10, data={'num_params': 10000000})
        
            # create empty graph for loss, keep track of minima here hence kind='min'
            graph = session.graph(title='loss', kind='min')
        
            # track artificial loss over time
            for x in xrange(10):
                train_loss = 1. / (0.1 + x + 0.1 * random.random())
                test_loss = 1.5 / (0.1 + x + 0.2 * random.random())
                graph.append(x, {'train_loss': train_loss, 'test_loss': test_loss})
        
            # mark session as complete
            session.done()
        
        
        You can then view the visualization results on your dashboard.
        
        
Keywords: losswise analytics dashboard deep machine learning tensorflow pytorch optimization ML deep learning
Platform: UNKNOWN
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 3
