Metadata-Version: 2.1
Name: fos
Version: 0.8.1
Summary: Deeplearning framework for PyTorch
Home-page: https://github.com/neurallayer/fos
Author: FOS Authors
Author-email: peter@neurallayer.com
License: UNKNOWN
Description: Introduction
        ============
        **FOS** is a Python framework that makes it easy to develop neural network models 
        in PyTorch. Some of its main features are:
        
        * Less boilerplate code required, see also the example below.
        * Lightweight and no magic under the hood that might get in the way.
        * You can extend Fos using common OO patterns.
        * Get the insights you need into the performance of the model.
        
        
        Installation
        ============
        You can install FOS using pip::
        
            pip install fos
            
        Or alternatively from the source::
        
            python setup.py install
            
        Fos requires Python 3.5 or higher.
        
        
        Usage
        =====
        Training a model, requires just a few lines of code. First create the model, 
        optimizer and loss function that you want to use, using normal PyTorch code::
        
           net = resnet18()
           optim = Adam(net.parameters())
           loss = F.binary_cross_entropy_with_logits
        
        Then create the FOS workout that will take care of the training and output::
        
           workout = Workout(net, loss, optim)
          
        
        And we are ready to start the training::
        
           workout.fit(train_data, valid_data, epochs=5)
        
        
        Examples
        ========
        You can find several example Jupyter notebooks `here <https://github.com/neurallayer/fos/tree/master/examples>`_ 
        
        
        Contribution
        ============
        If you want to help out, we appreciate all contributions. 
        Please see the contribution guidelines for more information.
        
        As always, PRs are welcome :)= 
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.5
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/x-rst
