junxiaoyao/regression2chatgpt @ 35ba0ddcea2492153eca1853bea88d9842cf3970

Gen TANG e18835b1cd update comment for ch07		2 anni fa
..
README.md	e18835b1cd update comment for ch07	2 anni fa
__init__.py	1f231ecb4b finish chapter8	2 anni fa
autograd.ipynb	e18835b1cd update comment for ch07	2 anni fa
dropout.ipynb	e18835b1cd update comment for ch07	2 anni fa
gpu.ipynb	1f231ecb4b finish chapter8	2 anni fa
gradient_accumulation.ipynb	e18835b1cd update comment for ch07	2 anni fa
linear_model.py	e18835b1cd update comment for ch07	2 anni fa
optim_process.ipynb	e18835b1cd update comment for ch07	2 anni fa
parameter_freezing.ipynb	e18835b1cd update comment for ch07	2 anni fa
utils.py	e18835b1cd update comment for ch07	2 anni fa

代码	说明
utils.py	定义Scalar类以及相应的可视化工具
linear_model.py	定义线性回归模型
autograd.ipynb	通过简单的例子，展示向前传播和反向传播的过程
optim_process.ipynb	展示在模型训练过程中出现的计算图膨胀现象，以及如何利用反向传播算法训练线性回归模型
gradient_accumulation.ipynb	梯度累积算法
parameter_freezing.ipynb	参数冻结
dropout.ipynb	随机失活
gpu.ipynb	GPU运算