DSD | Better accuracy models | Machine Learning library
kandi X-RAY | DSD Summary
kandi X-RAY | DSD Summary
This repo contains pre-trained models by Dense-Sparse-Dense(DSD) training on Imagenet. Compared to conventional training method, dense→sparse→dense (DSD) training yielded higher accuracy with same model architecture. Sparsity is a powerful form of regularization. Our intuition is that, once the network arrives at a local minimum given the sparsity constraint, relaxing the constraint gives the network more freedom to escape the saddle point and arrive at a higher-accuracy local minimum.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of DSD
DSD Key Features
DSD Examples and Code Snippets
Community Discussions
Trending Discussions on DSD
QUESTION
My dataframe looks like the following:
...ANSWER
Answered 2021-Jun-07 at 04:54Try with astype()
method:
QUESTION
I am performing some manipulations to a dataframe and when I print the frame there are columns with one value in a list. My code is follows:
...ANSWER
Answered 2021-Jun-04 at 22:40This will get your single element list to be just a value
QUESTION
The "pandasdmx" documentation has an example of how to set dimensions, but no how to set attributes. I tried passing "key" to the variable, but an error occurs. Perhaps setting attributes requires a different syntax? At the end of my sample code, I printed out a list of dimensions and attributes.
...ANSWER
Answered 2021-May-29 at 10:47To clarify, what you're asking here is not “how to set attributes” but “how to include attributes when converting (or ‘writing’) an SDMX DataSet to a pandas DataFrame”.
Using sdmx1
,¹ see the documentation for the attribute parameter to the write_dataset()
function. This is the function that is ultimately called by to_pandas()
when you pass a DataSet object as the first argument.
In your sample code, the key line is:
QUESTION
I am new to SAS and I have the following problem: When trying to join records I just imported (in one table) with records I have stored in another table.
What happens is that I am going to run the code in SAS daily, and I need the table that I am going to create today (17/05/2021) by importing a file 'X', to join the table that I created yesterday (16/05/2021) by importing a file 'Y'. And so the code will be executed tomorrow, the next day and so on. In conclusion the records will accumulate as the days go by.
To tackle this problem, I am first creating two variables, one with the date of the day the code will be executed and the other with the date of the last execution.
...ANSWER
Answered 2021-May-17 at 18:04This is a pretty complex and interesting question from an operations point of view. The answer depends on a few things.
- How much control do you have over the execution of this process?
- Is "yesterday" guaranteed, or does the process need to work if "last execution date" is not yesterday?
- What should happen if the process is run twice today?
The best practices way to solve this is to have a dataset (or table) that stores the last execution date. That allows you to handle #2 trivially, and the answer to #3 might guide exactly how you store this but is easily handled anyway.
Say for example you have a table, MetaAC.LastExecDate
(or, in spanish, MetaAC.UltimaFecha
or similar). It could store things this way:
QUESTION
I would like to read the "19-APR-21 18.17.06.301100"
the string into a DATETIME
and display accordingly. In order to achieve that I'm intending to define a display format and an informat
as provided in the example below.
ANSWER
Answered 2021-Apr-29 at 12:09PICTURE is used to create a FORMAT, not an INFORMAT.
The ANYDTDTM informat should handle strings in that style. But it will ignore the fractions of a second.
QUESTION
In javascript, I thought we aren't allowed to end the line with comma if we were inside a closure. Why is the following code snippet an exception?
And why does it not work if I put a comma after k.c = 'asd'
?
ANSWER
Answered 2021-Apr-26 at 09:36The following is an expression, with two uses of the comma operator:
QUESTION
Can anyone help with this issue I'm having where the macro is only taking the final row value of the data?
I have some data that looks like this:
...ANSWER
Answered 2021-Apr-22 at 17:13Create an array and index it by years rather than default 1:n
Loop through your array starting at year+1 and set to missing
QUESTION
I am coding webapp that need to query a sql server. The problem is : I want that multiple clients can make request simultanly.
...ANSWER
Answered 2021-Mar-27 at 08:45In this code, the second client must wait for the first client to finish before the server processes its request. This is not what i want.
Are you running two clients from different tabs in the same browser? If so, that sequencing is not the fault of your server, but is the browser deciding to wait for the first request to finish before sending a second identical request (in hopes of using a cached value).
Your first code is the correct way to code it. The second code block is just coded wrong as the asynchronous database result is not available yet when you try to send the result. You can't code that way with asynchronous callbacks.
How can i modify this code in order that the query are executed in parallele and the res.send wait for the query response?
The first code block is the way to write your Express code. There's nothing wrong with it. If two requests are getting serialized, then it's either happening on the client or in the database, not in your Express code.
QUESTION
I am trying to get the XML data imported into R.
Specifically, the World Integrated Trade Solution (WITS) to obtain bilateral trade levels between all countries.
On the WITS website, it says that the official package that connects to their API is RJSDMX
, but I'm having a hard time downloading the data.
Package use example: https://rstudio-pubs-static.s3.amazonaws.com/593878_b305636e73314eba87615097421034b3.html
WITS API documentation: http://wits.worldbank.org/data/public/WITSAPI_UserGuide.pdf
This is my code so far:
...ANSWER
Answered 2021-Mar-11 at 01:02EDIT: I was able to get the WITS bilateral trade flows directly through the URL on the API documentation page. See also Parsing XML to DATA FRAME
The resulting code looks like so:
QUESTION
Im updating some of my data inside my database with a REST API
. Therefore I created a route with POST
(I use it for both) like this and call it with a submit button:
ANSWER
Answered 2021-Mar-03 at 15:00var sql = 'UPDATE gerichte SET gericht = ' + reg.body.gericht + ', Kalorien = ' + reg.body.Kalorien + ', preis_id = ' + req.body.preis + ', kategory_id = ' + req.body.kategorie + ', allergene = ' + req.body.allergene + ' WHERE g_id = ' + req.body.g_id + ';';
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