From 6c3e690d94e4931959c689b071f7028eb549a11c Mon Sep 17 00:00:00 2001
From: Mathew Shen <datahonor@gmail.com>
Date: Tue, 19 Sep 2023 13:09:16 +0800
Subject: [PATCH] fix: docs (#19)

---
 docs/quickstart.md   | 2 +-
 toydl/core/module.py | 5 +----
 2 files changed, 2 insertions(+), 5 deletions(-)

diff --git a/docs/quickstart.md b/docs/quickstart.md
index af64702..2f53d1d 100644
--- a/docs/quickstart.md
+++ b/docs/quickstart.md
@@ -4,7 +4,7 @@
 
 ## Binary Classification with MLP
 
-??? MLPBinaryClassifyModel
+??? "MLPBinaryClassifyModel"
 
     ```python
     from toydl.core.optim import SGD
diff --git a/toydl/core/module.py b/toydl/core/module.py
index e914b53..e3d5717 100644
--- a/toydl/core/module.py
+++ b/toydl/core/module.py
@@ -8,10 +8,6 @@ class Module:
     Modules form a tree that store parameters and other submodules.
     They make up the basis of neural network stacks.
 
-    Attributes:
-        _modules (dict): Storage of the child modules, mapping names to :class:`Module` objects.
-        _parameters (dict): Storage of the module's parameters, mapping names to :class:`Parameter` objects.
-        training (bool): Whether the module is in training mode or evaluation mode.
     """
 
     def __init__(self):
@@ -145,6 +141,7 @@ def update(self, x: Any):
         ??? warning
 
             注意这里在`update`方法也调用了`self.value.requires_grad_(True)`方法来
+            确保参数更新后依然是叶子节点，保证可以累计梯度计算并进行参数更新
 
         :param x: the parameter's new value
         """