TEChopra1000 commented on a change in pull request #16500: Fixing broken links URL: https://github.com/apache/incubator-mxnet/pull/16500#discussion_r335597022
########## File path: docs/python_docs/python/tutorials/packages/autograd/index.md ########## @@ -196,7 +196,7 @@ print(x.grad) ## Advanced: Using Python control flow -As mentioned before, one of the main advantages of `autograd` is the ability to automatically calculate gradients of dynamic graphs (i.e. graphs where the operators could be different on every forward pass). One example of this would be applying a tree structured recurrent network to parse a sentence using its parse tree. And we can use Python control flow operators to create a dynamic flow that depends on the data, rather than using [MXNet's control flow operators](https://mxnet.apache.org/versions/master/tutorials/control_flow/ControlFlowTutorial.html). +As mentioned before, one of the main advantages of `autograd` is the ability to automatically calculate gradients of dynamic graphs (i.e. graphs where the operators could be different on every forward pass). One example of this would be applying a tree structured recurrent network to parse a sentence using its parse tree. And we can use Python control flow operators to create a dynamic flow that depends on the data, rather than using [MXNet's control flow operators](/api/python/tutorials/extend/control_flow.html). Review comment: ```suggestion As mentioned before, one of the main advantages of `autograd` is the ability to automatically calculate gradients of dynamic graphs (i.e. graphs where the operators could be different on every forward pass). One example of this would be applying a tree structured recurrent network to parse a sentence using its parse tree. And we can use Python control flow operators to create a dynamic flow that depends on the data, rather than using [MXNet's control flow operators](/api/python/docs/tutorials/packages/autograd/index.html#Advanced:-Using-Python-control-flow). ``` ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services