ASG | Open category classification by adversarial sample | Machine Learning library
kandi X-RAY | ASG Summary
kandi X-RAY | ASG Summary
This project implements the ASG algorithm in the paper:. Yang Yu, Wei-Yang Qu, Nan Li, and Zimin Guo. Open category classification by adversarial sample generation. In: Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI'17), Melbourne, Australia, 2017 (PDF). Open category classification aims at training a classifier that is aware of possible unseen classes at the test time. The classifier should tell unseen for a test instance, if this instance belongs to a class that never appeared in the training data. Open category classifier is much more robust for real-world classification tasks, where the environment is open and changing as always.
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Top functions reviewed by kandi - BETA
- Run ASG
- Train the classification model
- Generate data
ASG Key Features
ASG Examples and Code Snippets
Community Discussions
Trending Discussions on ASG
QUESTION
I have create a ECS cluster and will use fargate.Now i am trying to create a capacity provider for ECS cluster.
As per documents below is sample for creating ECS CapacityProvider
...ANSWER
Answered 2022-Apr-14 at 10:08how to create capacity provider in ECS fargate
You don't create it. It is automatically provided and managed by AWS. You just associate them with your cluster using DefaultCapacityProviderStrategy
QUESTION
I'm looking to intersect 2 spatial layers, keeping all the non-intersecting features as well.
My first layer is the SA2 from NSW, Australia, which look like
My second layer is the Areas of Regional Koala Significance (ARKS):
When I intersect them, I get part of my desired result, which is subdividing the SA2 by the ARKS.
The thing is that I'd like to have also the rest of the SA2 polygons that don't intersect. The desired result would be a map of the SA2, where the intersecting ones would be subdivided by where they intersect to the ARKS layer, and the ones that don't intersect would contain NA. Something like in the next picture but in a single dataset instead of two: enter image description here
I post my code below:
...ANSWER
Answered 2022-Feb-28 at 08:03Please consider this approach: Once that you have your intersection
, you can remove the intersecting parts with st_difference
. That would effectively split the intersecting SA2 in zones based on ARKS, and leave the rest as they are originally. After that, you can rejoin the dataset with dplyr::bind_rows
, having the ARKS layer, the SA2 intersected split and the SA2 non-intersected as they are originally:
QUESTION
I have a loadbalancer and under that have some T3a type ec2 instances. When a scaling activity happens under ASG new instance will be created and it will start with base cpu credit. Is there anyway I can share the CPU credit for instances under the loadbalancer, else new instance will have only lesser credit score.
Any advice
...ANSWER
Answered 2022-Feb-17 at 07:15Is there anyway I can share the CPU credit for instances under the loadbalancer
No, there is no such way. If you run out of credits often, don't use credit-based instances, or enable unlimited mode. You may also look at ways to optimize your application to use less CPU.
QUESTION
I need to attach a static private IP to an instance in an ASG. Since I can't specify it in the Launch Template, I'm using a user-data script to attach an existing ENI on instance startup. It works fine with --device-index 1
but then I get a total of two IPs.
Why is it not possible to have --device-index 0
to attach only the IP address I need?
ANSWER
Answered 2022-Feb-11 at 20:24According to the AWS Certified Solutions Architect Study Guide,
- "Every instance must have a primary network interface"
- "You can't remove the primary ENI from an instance, and you can't change its subnet."
My best guess is that by the time you run your user-data script, you already have a primary network interface attached.
QUESTION
I'm building an infrastructure for a project I have, and I wonder if Terraform can get ec2's state. Basically, I need to create an ec2 with all the requirements, generate it to an AMI, and create an ASG. I want that the ec2 would stop after it's ready and only then to continue with the steps (AMI and ASG). Does anyone have any experience with that? help would be much appreciated Thanks!
...ANSWER
Answered 2022-Jan-27 at 09:42TF just launches your instance, it does not wait for it be fully running nor stopped. But you could stop it automatically from its user_data
. So basically, the instance would run a user_data
script that would stop it after launch.
In terms of TF, you would have to develop your own custom data source which would query the instance state iteratively till the instance is stopped.
QUESTION
I'm trying to list a filtered set of ASGs based on Tag value like this:
...ANSWER
Answered 2021-Nov-25 at 08:36For anyone stuck with this issue :
"Filters" option is a new feature recently introduced. This currently work on latest AWS CLI, I tested as well with latest version and I could confirm it was working.
Working version:
QUESTION
There is terraform code, which, in theory, should connect to port 80 via aws_security_group, but this does not happen and the page does not load.
...ANSWER
Answered 2022-Jan-13 at 00:02All your apt
commands do not have -y
flag. Which means that your script will hang for manual confirmation to perform any updates and installations.
There could be other issues, but this one is the most apparent one.
QUESTION
Terraform greenhorn here. I want to output and dynamically add only the first 2 subnets in the vpc_zone_identifier below. But I can't get it by index, is asking for a name.
vpc_zone_identifier = [module.subnet[0].subnet_id, module.subnet[1].subnet_id]
Here is what I tried.
Any suggestion is appreciated.
...ANSWER
Answered 2022-Jan-12 at 21:35In a for
expression, you can initialize two variables within the scope of the lambda when iterating on a list
type. In this situation, the first variable will be assigned the index of the iteration. Therefore, we can modify the for_each
meta-argument of your module:
QUESTION
I have a scenario in which I have a peptide frame having 9 AA. I want to generate all possible peptides by replacing a maximum of 3 AA on this frame ie by replacing only 1 or 2 or 3 AA.
The frame is CKASGFTFS and I want to see all the mutants by replacing a maximum of 3 AA from the pool of 20 AA.
we have a pool of 20 different AA (A,R,N,D,E,G,C,Q,H,I,L,K,M,F,P,S,T,W,Y,V).
I am new to coding so Can someone help me out with how to code for this in Python or Biopython.
output is supposed to be a list of unique sequences like below:
CKASGFTFT, CTTSGFTFS, CTASGKTFS, CTASAFTWS, CTRSGFTFS, CKASEFTFS ....so on so forth getting 1, 2, or 3 substitutions from the pool of AA without changing the existing frame.
...ANSWER
Answered 2021-Dec-01 at 07:07Ok, so after my code finished, I worked the calculations backwards,
Case1, is 9c1 x 19 = 171
Case2, is 9c2 x 19 x 19 = 12,996
Case3, is 9c3 x 19 x 19 x 19 = 576,156
That's a total of 589,323 combinations.
Here is the code for all 3 cases, you can run them sequentially.
You also requested to join the array into a single string, I have updated my code to reflect that.
QUESTION
I have an ECS cluster and an Application load balancer. I have setup dynamic port mapping for Amazon ECS following aws's docs.
The problem is that port 80 of my instance gets registered as a target in my target group which always fail (and it will because the container is exposed at the ephemeral port range 32768 - 65535:
Because of that, the Autoscaling group that I have constantly spun up new EC2 instances and terminates existing ones
Bellow are my Tarraform config file that creates the ALB, listener and target_group:
...ANSWER
Answered 2021-Nov-26 at 00:12I think the issue is due to:
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install ASG
You can use ASG like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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