remove comments, small fixes

Author: ayasyrev

README.md

@@ -10,7 +10,11 @@ _
 
 ## How to use
 
-model = Net()
+### Classic way
+
+```python
+from model_constructor.constructor import *
+```
 
 ```python
 model = Net()
@@ -210,3 +214,31 @@ model.body.layer_0.block_0
     )
 
 
+
+# Class Net
+
+```python
+from model_constructor.net import *
+```
+
+```python
+Net
+```
+
+
+
+
+    model_constructor.net.Net
+
+
+
+```python
+xresnet50
+```
+
+
+
+
+    <model_constructor.net.Net at 0x7f459035c750>
+
+

docs/Net.html

@@ -50,10 +50,22 @@ <h2 id="How-to-use">How to use<a class="anchor-link" href="#How-to-use">&#182;</
 </div>
 <div class="cell border-box-sizing text_cell rendered"><div class="inner_cell">
 <div class="text_cell_render border-box-sizing rendered_html">
-<p>model = Net()</p>
+<h3 id="Classic-way">Classic way<a class="anchor-link" href="#Classic-way">&#182;</a></h3>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
 
+<div class="inner_cell">
+    <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">model_constructor.constructor</span> <span class="kn">import</span> <span class="o">*</span>
+</pre></div>
+
+    </div>
 </div>
 </div>
+
 </div>
 <div class="cell border-box-sizing code_cell rendered">
 <div class="input">
@@ -511,6 +523,83 @@ <h2 id="Change-activation-function">Change activation function<a class="anchor-l
 </div>
 </div>
 
+</div>
+<div class="cell border-box-sizing text_cell rendered"><div class="inner_cell">
+<div class="text_cell_render border-box-sizing rendered_html">
+<h1 id="Class-Net">Class Net<a class="anchor-link" href="#Class-Net">&#182;</a></h1>
+</div>
+</div>
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+
+<div class="inner_cell">
+    <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="kn">from</span> <span class="nn">model_constructor.net</span> <span class="kn">import</span> <span class="o">*</span>
+</pre></div>
+
+    </div>
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+
+<div class="inner_cell">
+    <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">Net</span>
+</pre></div>
+
+    </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+<div class="output_area">
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>model_constructor.net.Net</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
+</div>
+<div class="cell border-box-sizing code_cell rendered">
+<div class="input">
+
+<div class="inner_cell">
+    <div class="input_area">
+<div class=" highlight hl-ipython3"><pre><span></span><span class="n">xresnet50</span>
+</pre></div>
+
+    </div>
+</div>
+</div>
+
+<div class="output_wrapper">
+<div class="output">
+
+<div class="output_area">
+
+
+
+<div class="output_text output_subarea output_execute_result">
+<pre>&lt;model_constructor.net.Net at 0x7f459035c750&gt;</pre>
+</div>
+
+</div>
+
+</div>
+</div>
+
 </div>
 </div>