SAE | AAAI 2020 paper Select , Answer and Explain | Natural Language Processing library
kandi X-RAY | SAE Summary
kandi X-RAY | SAE Summary
Evaluation code for SAE-large on HotpotQA leaderboad with pretrained models.
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Top functions reviewed by kandi - BETA
- Perform roberta algorithm
- Compute attention layer
- Generate a mask
- Perform selfatt attention
- Train the model
- Performs a single step
- Set random seed
- Forward computation
- Compute the logit
- Create tokenizer from pretrained model
- Convert a pytorch checkpoint
- Create a Config object from a pretrained model
- Create a QuestionAnswering instance from a pretrained model
- Deserialize from pretrained model
- Perform forward computation
- Create a pretrained model from a pretrained model
- Compute log probability for each cluster
- Convert a TensorFlow checkpoint to pytorch
- Load weights from an xlnet model
- Loads weights from TF model
- Parse command line arguments
- Compute the attention matrix
- Convert roberta checkpoint to pytorch model
- Create from pretrained model
- Forward attention
- Evaluate the model
SAE Key Features
SAE Examples and Code Snippets
Community Discussions
Trending Discussions on SAE
QUESTION
I have this in my file
...ANSWER
Answered 2022-Mar-21 at 02:58I would use re.findall
here:
QUESTION
I have been using "sae" package for R to use small area estimations with spatial fay-herriot models (SFH). Using different distance matrices I occasionally obtained negative values of Mean Squared Errors (MSE).
The following link may reference a similar behavior:
scikit-learn cross validation, negative values with mean squared error
In any case here is a working example:
...ANSWER
Answered 2022-Feb-25 at 14:28I'm pretty sure that this is due to bias correction that generally takes place when you have MSE. You can read about the formula for bias correction that is used in the references they provided in ?sae::meanSFH
. In one of the articles, they provided a case study where the average MSE is negative. (I found this in Molina et al., 2009. They identify the bias correction in a few places, but it's very clear on pp. 452-453.)
You can visualize the errors and see how very close they are to zero.
QUESTION
So what I am attemping to do is filter some data through a csv from a csv and when it goes through it searches the column and give me all the values that have a matching value in the 2nd CSV from the 1st one. However the values its giving are the groups when in fact I need the devices that are in the groups. So kinda like a group of object inside of an object.
...ANSWER
Answered 2022-Feb-10 at 00:07The Object[]
in the result CSV means that there are multiple values found per DisplayName (i.e.: iPad-PER-Students-ML03
has multiple appearances in the big CSV) hence why there are multiple serials and multiple objectIDs. This would require 2 nested loops to unroll all the data:
- An outer loop to enumerate all rows of the Azure Groups CSV.
- And, an inner loop to enumerate all rows of the Big CSV per appearance of DisplayName / NewGroup.
QUESTION
I'm developing an OBD-II reader where I want to query requests to read PID parameters with a stm32 processor. I already understand what should go on the data field, but the ID is giving me a headache. As I have read, one must send 0x7DF
to broadcast a request, and each ECU will respond with his own ID. However, I have been asked to do this within the SAE J1939 protocol, which uses the 29 bit extended identifier, and I don't know what I need to add to this ID.
As I stated in the title, could someone show me some actual data from a bus using this method? I've been searching on the internet for real frames but did not have any luck so far.
I woud also appreciate if someone could shred some light to if the OBD-II communication needs some acknowledgment to work properly.
Thanks
...ANSWER
Answered 2021-Dec-09 at 15:01I would suggest you to take a look on the SAE J1939 documentation, in the more specifically on the J1939/21,J1939-71 and J1939/73.
Generally, a J1939 transport protocol response sequence can be processed as follows:
- Identify the BAM frame, indicating a new sequence being initiated (via the PGN 60416 - 0xEC00 can be reach by 0x1CECFF00 )
- Extract the J1939 PGN from bytes 6-8 of the BAM payload to use as the identifier of the new frame
- Construct the new data payload by concatenating bytes 2-8 of the data transfer frames (i.e. excl. the 1st byte)
A J1939 data transfer messages with ID 1CEBFF00 (PGN 60160 or EB00).
Above, the last 3 bytes of the BAM equal E3FE00. When reordered, these equal the PGN FEE3 aka Engine Configuration 1 (EC1). Further, the payload is found by combining the the first 39 bytes across the 6 data transfer packets/fram
The administrative control device or any device issuing the vehicle use status PID should be sensitive to the run switch status (SPN 3046 - 0xFDC0 which probably can be reach by 0xCFDC000) and any other locally defined criteria for authorized use (i.e., driver log-ons) before the vehicle use status PID is used to generate an unauthorized use alarm.
Also, you can't forget to uses a read/send to extend ID message, since that is a 24-bit.
In fact, i will suggest you to use can-utils to make your a analyses even easier. A simple can-dump or can-sniffer you can see what is coming on your broadcast.
Some car's dbc https://github.com/commaai/opendbc
QUESTION
Hello I'm fairly new to programming so here's my problem, I have multiple arrays of the size x, I want to add b values to my array, what I did is x + b then ask the user to type his value then call a function that looks if the value is already in the array, if it is, I ask the user to type it again, but the problem is that the search function returns random numbers. heres my code (the fRecherche2 works fine outside of fAjouter):
...ANSWER
Answered 2021-Nov-04 at 11:06One major problem: In the fAjouter
function you have code like this
QUESTION
Here is my function code. I have another table with all my URLs. But when I try to plug my URLs into CarData
it returns Please specify how to connect
and shows me this window. Something I would like to not have to do manually for thousands of URLs. Why is it asking for this and how do I automate it for my thousands of URLs?
ANSWER
Answered 2021-Sep-20 at 13:02Try this solution it is not exact but it is a similar error;
QUESTION
my sample df
looks like this:
ANSWER
Answered 2021-Oct-03 at 16:48Try replace na to NaN
and do first
QUESTION
I'm trying to get the real name of the uploaded file in Django. It turns out that if a file name already exists inside the Model, the Django will create another name aleatory.
For example, if 'abc.xls' is inside the Model database and I try to upload 'abc.xls' again, Django will create a file called 'abc_123456.xls'. That's not the problem!
My question is: how can I get this name ('abc_123456.xls') inside my view.py
?
ANSWER
Answered 2021-Sep-07 at 21:39You can retrieve it from file with name
attribute. Bu it gives you file name with joined MEDIA_ROOT. You can extract MEDIA_ROOT from that attribute. Also you can retrieve object when form.save(commit=False)
Try this:
QUESTION
I'm working on an InDesign script and need to compare two arrays with strings returning a new array with A + B elements that doesn't match A elements.
For example:
...ANSWER
Answered 2021-Aug-27 at 00:18QUESTION
I have 4 small dfs that I want to use to build a table/df. I tried to input the values into a matrix first, then convert it to df. however my codes do not work. And I feel my way might not be a good way. Could anyone guide me on this? maybe how to build the correct matrix first, and then maybe other better way to do this task? Many thanks.
Data
...ANSWER
Answered 2021-Aug-20 at 20:48One option is to get all the 'T' objects in a list
, then bind the list
elements with bind_rows
, replace the 'Y', 'N', NA
values with the 'Serious AE', 'Non-Serious AE' and 'Unknown', reshape from 'long' to 'wide' withpivot_wider
, and convert to matrix
after converting the first column as row names
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install SAE
git clone
Install PyTorch. The code has been tested with PyTorch >= 1.1
Install the requirements
python -m spacy download en_core_web_sm
Download pretrained models. Put zip file into the same folder with main.py, and unzip it.
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