Merge pull request #5 from RUCAIBox/master

Update

README.md

@@ -6,8 +6,8 @@
 
 *“世有伯乐，然后有千里马。千里马常有，而伯乐不常有。”——韩愈《马说》*
 
-[![PyPi Latest Release](https://img.shields.io/pypi/v/recbole)](https://pypi.org/project/recbole/)
-[![Conda Latest Release](https://anaconda.org/aibox/recbole/badges/version.svg)](https://anaconda.org/aibox/recbole)
+[![PyPi Latest Release](https://img.shields.io/pypi/v/recbole)](https://pypi.org/project/recbole/) |
+[![Conda Latest Release](https://anaconda.org/aibox/recbole/badges/version.svg)](https://anaconda.org/aibox/recbole) | 
 [![License](https://img.shields.io/badge/License-MIT-blue.svg)](./LICENSE)
 
 

README_CN.md

@@ -204,7 +204,7 @@ NOTE: 我们的测试结果只给出了RecBole库中实现模型的大致时间
 ```
 
 ## 项目团队
-RecBole由 [中国人民大学, 北京邮电大学, 华东师范大学](https://www.recbole.io/about.html) 的同学和老师进行开发和维护。 
+RecBole由 [中国人民大学, 北京邮电大学, 华东师范大学](https://www.recbole.io/cn/about.html) 的同学和老师进行开发和维护。 
 
 ## 免责声明
 RecBole 基于 [MIT License](./LICENSE) 进行开发，本项目的所有数据和代码只能被用于学术目的。

conda/meta.yaml

@@ -1,6 +1,6 @@
 package:
   name: recbole
-  version: 0.1.1
+  version: 0.2.0
 
 source:
   path: ../

recbole/__init__.py

@@ -2,4 +2,4 @@
 from __future__ import print_function
 from __future__ import division
 
-__version__ = '0.1.2'
+__version__ = '0.2.0'

recbole/model/general_recommender/cdae.py

@@ -55,7 +55,7 @@ def __init__(self, config, dataset):
         if self.out_activation == 'sigmoid':
             self.o_act = nn.Sigmoid()
         elif self.out_activation == 'relu':
-            self.o_act = nn.Sigmoid()
+            self.o_act = nn.ReLU()
         else:
             raise ValueError('Invalid output layer activation function')
 

requirements.txt

@@ -1,9 +1,9 @@
 matplotlib>=3.1.3
-torch>=1.6.0
+torch>=1.7.0
 numpy>=1.17.2
 scipy>=1.3.1
 hyperopt>=0.2.4
 pandas>=1.0.5
 tqdm>=4.48.2
 scikit_learn>=0.23.2
-pyyaml>=5.1.0
+pyyaml>=5.1.0

setup.py

@@ -6,7 +6,7 @@
 
 from setuptools import setup, find_packages
 
-install_requires = ['numpy>=1.17.2', 'torch>=1.6.0', 'scipy>=1.3.1', 'pandas>=1.0.5', 'tqdm>=4.48.2',
+install_requires = ['numpy>=1.17.2', 'torch>=1.7.0', 'scipy>=1.3.1', 'pandas>=1.0.5', 'tqdm>=4.48.2',
                     'scikit_learn>=0.23.2', 'pyyaml>=5.1.0', 'matplotlib>=3.1.3']
 
 setup_requires = []
@@ -20,7 +20,7 @@
 long_description = 'RecBole is developed based on Python and PyTorch for ' \
                    'reproducing and developing recommendation algorithms in ' \
                    'a unified, comprehensive and efficient framework for ' \
-                   'research purpose. In the first version, Our library ' \
+                   'research purpose. In the first version, our library ' \
                    'includes 53 recommendation algorithms, covering four ' \
                    'major categories: General Recommendation, Sequential ' \
                    'Recommendation, Context-aware Recommendation and ' \
@@ -36,7 +36,7 @@
 setup(
     name='recbole',
     version=
-    '0.1.2',  # please remember to edit recbole/__init__.py in response, once updating the version
+    '0.2.0',  # please remember to edit recbole/__init__.py in response, once updating the version
     description='A unified, comprehensive and efficient recommendation library',
     long_description=long_description,
     long_description_content_type="text/markdown",