spe | Relative Positional Encoding for Transformers with Linear | Machine Learning library
kandi X-RAY | spe Summary
kandi X-RAY | spe Summary
This is the source code repository for the ICML 2021 paper Relative Positional Encoding for Transformers with Linear Complexity by Antoine Liutkus, Ondřej Cífka, Shih-Lun Wu, Umut Şimşekli, Yi-Hsuan Yang and Gaël Richard. In this paper, we propose Stochastic Positional Encoding (SPE), which provably behaves like relative PE while being compatible with linear-complexity Transformers. We do this by drawing a connection between positional encoding and cross-covariance structures of correlated Gaussian processes. Check out also the companion website with music examples.
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QUESTION
I'm trying to make a code that finds special characters and replace them in to *
.
For example:
ANSWER
Answered 2022-Mar-06 at 17:03You're trying to modify the whole string whereas you should only work on the character.
Modifying your code, this would be:
QUESTION
I am working my quant. I have a set of data which is date-indexed, and the output heatmap is not sorted in any way. What I want is to sort the values of the last day (today if the case) numbers descending, and rearrange the columns respectively.
raw data:
...ANSWER
Answered 2022-Feb-18 at 09:47You can use pandas.DataFrame.sort_values method and set axis=1
in the argument.
and sort the dataframe according to the values of the last row.
QUESTION
I'm still learning to code and I'm wondering if there's a way of getting the same results from my code without using all the if and elif statements, it seems really inefficient.
Is there some way I could use the list 'finishList' to check if the values match? or is the if elif statements the best option for me?
Code is below.
...ANSWER
Answered 2022-Feb-02 at 14:22You can store the values in a dictionary with the key being the string characters and the days added being the values. Example below.
QUESTION
I'm trying to learn about lambda functions, I'm would like the code to:
- add a slash '/' to the end of a string in list 'techCodeList'
- add and append every item in 'finishList' to the every entry in 'techCodeList', appending to 'combinedCodeList' every time (so combinedCodeList = ['a/ABUL', 'a/BEL', 'a/PBL'] etc)
I could do it using other methods but I want to try using lambda, so would it be viable and if so how would I do it? My code is below:
...ANSWER
Answered 2022-Jan-31 at 08:17If I understood correctly you want to create an exchaustive combinations between all the entries from the tech code and finish lists.
For that you can use list comprehension like below:
QUESTION
Hey all I have a issue with trying to use Lambda with my variable simply because its not a Key, value
type of setup. Meaning I don't have the typical Dictionary
. I have a Dictionary>)
-kind of setup.
ANSWER
Answered 2022-Jan-14 at 21:48_data
is a tuple of string, List
. Ergo, you want to use _data.Value[2]
to get access to the List
inside of the tuple. The Key
represents the "box**"
part.
It might be clearer to change the var
to the actual type:
QUESTION
I have the following pymongo cursor :
...ANSWER
Answered 2022-Jan-06 at 19:41As all your data is in one record, use find_one()
as it returns a dict
by default. Then you can just pass the dict
to pandas without the need for further options and your dataframe will be constructed just as you want it.
QUESTION
I have been trying to get SPI master transmit to work using DMA and STM32 LL drivers, on STM32G030C8.
I did get the SPI to work with LL drivers without DMA, so I believe that at least my wiring is correct.
What I have done:
Set SPI to use DMA in cubeMX by setting
SPI1_TX
Request to DMA1 channel 1Setup the transmit in code:
main.c
...ANSWER
Answered 2022-Jan-02 at 21:13After some time debugging I found there is a bug in STM32cubeMX code generator. (this also seems to be already reported (https://community.st.com/s/question/0D53W00001HJ3EhSAL/wrong-initialization-sequence-with-cubemx-in-cubeide-when-using-i2s-with-dma?t=1641156995520&searchQuery)
when selecting SPI and DMA, the generator first initializes SPI and then DMA with
QUESTION
I've followed How to use this image, pulling and executing the latest image in Docker. The sender application is not dockerized, hence running in the local environment.
docker pull rabbitmq
docker run -d --hostname my-rabbit --name bunny-queue rabbitmq:3
It seems to be running as expected and I can verify in the logs that the host name and database are as described in the article. I see no errors logged, only a few warnings about indices being reinitialized.
node : rabbit@my-rabbit
database dir : /var/lib/rabbitmq/mnesia/rabbit@my-rabbit
Then, I set up a factory and try to create a connection (as shown e.g. here).
...ANSWER
Answered 2021-Dec-27 at 11:34You have several options:
- Bind ports of the container to your host's port and then connect to your host's ports. To bind container ports to your host ports, use the
-p
switch when starting the container - Run your docker container in "host" network mode and connect to your host's ports. This can be achieved by specifying the
--network host
option. All ports of your application will be available as if you had started the application natively on the host. - Create a docker network and run both RabbitMQ and your application inside the same network. Connect to the rabbitmq container's ports. To create a docker network, run
docker network create name
and then start your containers with--network name
. - Define your containers in a docker-compose file. All containers in a file will automatically share the same network. You can define custom networks too and connect certain containers to specific networks only.
As an example of #1, the bunny should be executed using the following.
docker run -detach --hostname rabbitmq --publish 5672:5672 --name bunny rabbitmq:3
Then, in the factory, the host of the local environment needs to be passed.
QUESTION
I have a pandas DataFrame below:
...ANSWER
Answered 2021-Dec-15 at 23:09You just iterate through the rows.
QUESTION
I'm a beginner programmer and this is my first post on this website. I trying to append value to the existing key in the dictionary, but I keep getting attribute errors. I already tried append value to the existing key on another project and it worked perfectly. So I'm pretty much at a dead end. I would really appreciate it if you guys can point out my mistake and help me to fix my code.
Edit::
After a few answers I think, I need to do a better explanation of what is my situation and what I what to achieve.
My situation is when I do my experiment I get around a hundred files from where I need to extract data (I will provide a few of them in the link below).
What I trying to achieve is to extract all the data from files in the folder and put it in one file something like .csv style. So I can import it more easily to Originlab(something like Excel).
I imagine my code will do something like this:
First file extracted:
...ANSWER
Answered 2021-Dec-09 at 23:59main_dict[count] += n
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