review changes #44

.codecov.yml

@@ -12,7 +12,7 @@ coverage:
     project:
       default:
         against: auto
-        target: 90% # specify the target coverage for each commit status
+        target: 100% # specify the target coverage for each commit status
         threshold: 20% # allow this little decrease on project
         # https://github.com/codecov/support/wiki/Filtering-Branches
         # branches: master

.travis.yml

@@ -18,8 +18,6 @@ language: python
 
 matrix:
   include:
-    - python: 3.5
-      env: TOXENV=py35
     - python: 3.6
       env: TOXENV=py36
     - python: 3.7

README.md

@@ -1,3 +1,5 @@
+<div align="center">
+
 ![Logo](./docs/source/_static/lightning_logo_small.png)
 
 # PyTorch Lightning
@@ -14,6 +16,7 @@
 [![ReadTheDocs](https://readthedocs.org/projects/pytorch-lightning/badge/?version=latest)](https://pytorch-lightning.readthedocs.io/en/latest)
 [![license](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/williamFalcon/pytorch-lightning/blob/master/LICENSE)
 
+</div>
 
 Simple installation from PyPI
 ```bash

pytorch_lightning/__init__.py

@@ -5,7 +5,7 @@ from .root_module.decorators import data_loader
 __version__ = '0.3.6.9'
 __author__ = "William Falcon",
 __author_email__ = "waf2107@columbia.edu"
-__license__ = 'MIT'
+__license__ = 'Apache-2'
 __homepage__ = 'https://github.com/williamFalcon/pytorch-lightning',
 __copyright__ = 'Copyright (c) 2018-2019, %s.' % __author__
 __doc__ = """

pytorch_lightning/models/trainer.py

@@ -105,7 +105,7 @@ class Trainer(TrainerIO):
         :param log_save_interval:
         :param add_log_row_interval:
         :param distributed_backend:
-            'np' to use DistributedParallel, 'ddp' to use DistributedDataParallel
+            'np' to use DistributedParallel, 'dp' to use DistributedDataParallel
         :param use_amp:
         :param print_nan_grads:
         :param print_weights_summary:

setup.py

@@ -24,7 +24,7 @@ setup(
     zip_safe=False,
 
     keywords=["deep learning", "pytorch", "AI"],
-    python_requires=">=3.5",
+    python_requires=">=3.6",
     install_requires=[
         "torch>=1.1.0",
         "tqdm",