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I have a very long time series I want to feed into an LSTM for classification per-frame.

My data is labeled per frame, and I know some rare events happen that influence the classification heavily ever since they occur.

Thus, I have to feed the entire sequence to get meaningful predictions.

It is known that just feeding very long sequences into LSTM is sub-optimal, since the gradients vanish or explode just like normal RNNs.

I wanted to use a simple technique of cutting the sequence to shorter (say, 100-long) sequences, and run the LSTM on each, then pass the final LSTM hidden and cell states as the start hidden and cell state of the next forward pass.

Here is an example I found of someone who did just that. There it is called "Truncated Back propagation through time". I was not able to make the same work for me.

My attempt in Pytorch lightning (stripped of irrelevant parts):

It is my first time coding in Go. I am following an example and I succesfully can run the small applcation bellow. But I can't find a reason for not been ran in Visual Studio Code. So far I can see, I follow the suggestion found in this answer saying: "... Since your package is outside of $GOPATH, you may need to create a module file. You'll need to init your go module using".

go.mod

I am using Twilio Python SDK for verify services. I get below error when I try to send email OTPs.

I have a jQuery script to check if a value (a postcode) typed into an input field matches any of the values I have. At the moment, when a value is typed into the input field, it changes the visibility of a div (which has an ID of the particular postcode) from none to inline-block if a value matches (as shown in the code below), so if I type 3138 it changes the visibility of a p tag with an id of "3138" from display: none to display: inline-block.

I would like to show a message if a matching value isn't found. At the moment if a value that doesn't match is inputted then no message is displayed, which tells me I need a sort of else statement.

I tried Googling if/else statements but I'm not even sure if that's the right thing to be searching for...

Is there a good extension or proven methodology to automatically format Java code in VSCode to adhere to Google's Java Styleguide? Nothing from the list of links below seems to work for my set-up. I get a soft-fail and nothing changes about formatting.

I am trying to get a list of tasks in a ms planner. I have some code that worked with a redirect, which presented a authentication code to validate the user via the ms java api PublicClientApplication object.

'''

I tried using the example from here https://github.com/dejavuzhou/felix

And I have succeeded create my project from there. My project running well. It's just that when I open a project with VSCode, I always find notifications to download dependencies

But when I press Install All download always fail to all dependencies.

Error report from VSCode

Our project is huge and we would like to avoid cloning all git history.

Is it possible to git clone passing depth=1 using checkout scm in Jenkins?

I cannot find any documentation about how to configure SCM or how to pass arguments, if possible.

Added:
Found the documentation

https://jenkins.io/doc/pipeline/steps/workflow-scm-step/#code-checkout-code-general-scm

Type: int
depth (optional)
Set shallow clone depth, so that git will only download recent history of the project, saving time and disk space when you just want to access the latest version of a repository.

but it's not clear how to pass it to checkout scm

"Don't!" is the correct answer, but unfortunately it's not the one I need.

If I do: