v0.2.0 (#76)

- refactor feature columns.

- Support double precision in metric calculation by setting use_double=True in model.fit()

- Different features can use different embedding_dim

- Add linear part to some models

- Add SequencePoolingLayer

.github/workflows/ci.yml

@@ -17,12 +17,12 @@ jobs:
     timeout-minutes: 120
     strategy:
       matrix:
-        python-version: [3.5,3.6,3.7]
-        torch-version: [1.1.0,1.2.0]
+        python-version: [3.6,3.7]
+        torch-version: [1.1.0,1.2.0,1.3.0,1.4.0]
 
-    #    exclude:
-    #      - python-version: 3.7
-    #        tf-version: 1.4.0
+#        exclude:
+#          - python-version: 3.5
+#            tf-version: 1.1.0
 
     steps:
 

README.md

@@ -19,30 +19,6 @@ DeepCTR is a **Easy-to-use**,**Modular** and **Extendible** package of deep-lear
 
 Let's [**Get Started!**](https://deepctr-torch.readthedocs.io/en/latest/Quick-Start.html)([Chinese Introduction](https://zhuanlan.zhihu.com/p/53231955))
 
-## Contributors([welcome to join us!](./CONTRIBUTING.md))
-<a href="https://github.com/shenweichen">
-    <img src="https://avatars.githubusercontent.com/shenweichen " width=70 height="70" alt="pic" >
-</a>
-<a href="https://github.com/wutongzhang">
-    <img src="https://avatars.githubusercontent.com/wutongzhang " width=70 height="70" alt="pic" >
-</a>
-<a href="https://github.com/JyiHUO">
-    <img src="https://avatars.githubusercontent.com/JyiHUO " width=70 height="70" alt="pic" >
-</a>
-<a href="https://github.com/Zengai">
-    <img src="https://avatars.githubusercontent.com/Zengai " width=70 height="70" alt="pic" >
-</a>
-<a href="https://github.com/chenkkkk">
-    <img src="https://avatars.githubusercontent.com/chenkkkk " width=70 height="70" alt="pic" >
-</a>
-<a href="https://github.com/tangaqi">
-    <img src="https://avatars.githubusercontent.com/tangaqi " width=70 height=70" alt="pic" >
-</a>
-<a href="https://github.com/uestc7d">
-    <img src="https://avatars.githubusercontent.com/uestc7d " width=70 height="70" alt="pic" >
-</a>
-
-
 ## Models List
 
 |                 Model                  | Paper                                                                                                                                                           |
@@ -67,4 +43,27 @@ Let's [**Get Started!**](https://deepctr-torch.readthedocs.io/en/latest/Quick-St
 Please follow our wechat to join group:  
 - 公众号：**浅梦的学习笔记**  
 - wechat ID: **deepctrbot**
-![wechat](./docs/pics/weichennote.png)
+![wechat](./docs/pics/weichennote.png)
+
+## Contributors([welcome to join us!](./CONTRIBUTING.md))
+<a href="https://github.com/shenweichen">
+    <img src="https://avatars.githubusercontent.com/shenweichen " width=70 height="70" alt="pic" >
+</a>
+<a href="https://github.com/wutongzhang">
+    <img src="https://avatars.githubusercontent.com/wutongzhang " width=70 height="70" alt="pic" >
+</a>
+<a href="https://github.com/JyiHUO">
+    <img src="https://avatars.githubusercontent.com/JyiHUO " width=70 height="70" alt="pic" >
+</a>
+<a href="https://github.com/Zengai">
+    <img src="https://avatars.githubusercontent.com/Zengai " width=70 height="70" alt="pic" >
+</a>
+<a href="https://github.com/chenkkkk">
+    <img src="https://avatars.githubusercontent.com/chenkkkk " width=70 height="70" alt="pic" >
+</a>
+<a href="https://github.com/tangaqi">
+    <img src="https://avatars.githubusercontent.com/tangaqi " width=70 height=70" alt="pic" >
+</a>
+<a href="https://github.com/uestc7d">
+    <img src="https://avatars.githubusercontent.com/uestc7d " width=70 height="70" alt="pic" >
+</a>

deepctr_torch/__init__.py

@@ -2,5 +2,5 @@
 from . import models
 from .utils import check_version
 
-__version__ = '0.1.3'
+__version__ = '0.2.0'
 check_version(__version__)