UAN | Universal Adversarial Networks | Machine Learning library

 by   jhayes14 Python Version: Current License: No License

kandi X-RAY | UAN Summary

kandi X-RAY | UAN Summary

UAN is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. UAN has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.

Code for Learning Universal Adversarial Perturbations with Generative Models. In this paper, we use generative models to compute universal adversarial perturbations. The generator is not conditioned on the images and so creates a perturbation that can be applied to any image to create an adversarial example.
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            kandi-support Support

              UAN has a low active ecosystem.
              It has 32 star(s) with 8 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 4 open issues and 2 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of UAN is current.

            kandi-Quality Quality

              UAN has no bugs reported.

            kandi-Security Security

              UAN has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              UAN does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              UAN releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed UAN and discovered the below as its top functions. This is intended to give you an instant insight into UAN implemented functionality, and help decide if they suit your requirements.
            • Performs the test evaluation
            • DPN core
            • Shuffle network
            • A preact block
            • Shortcut for ResNet
            • Sets a SENet
            • Train the classifier
            • Print a progress bar
            • Format a time
            • Writes src to fp
            • Rescale a tensor
            • Test the Densenet test
            • A Densenet with CIFAR
            • Test resnexn
            • ResNeX Tensor
            • Find the boundaries of the train loader
            Get all kandi verified functions for this library.

            UAN Key Features

            No Key Features are available at this moment for UAN.

            UAN Examples and Code Snippets

            No Code Snippets are available at this moment for UAN.

            Community Discussions

            QUESTION

            Linq left join with condition with nullable string
            Asked 2021-May-22 at 07:26

            This is the query..I need to convert to linq/

            ...

            ANSWER

            Answered 2021-May-22 at 07:18

            "Am getting below error because AIN is Nullable string" - No, you're getting an error because you are creating an anonymous type with non-unique property names and you aren't matching the names in the two types you are creating.

            You need something like this:

            Source https://stackoverflow.com/questions/67646216

            QUESTION

            SwiftUI: How to center multi column picker on screen
            Asked 2021-Apr-09 at 13:32

            I created a multi column picker with SwiftUI that I want to center on the screen. However, whatever I try it remains left outlined as shows on the picture.

            What I've tried:

            • Adding (alignment: .center) on the GeometryReader, HStack and VStack.
            • Trying to center the picker itself
            • putting the pickers in a container and center that

            So the question is how do center the 3 columned picker on the screen. Thanks for your support!

            Paul

            ...

            ANSWER

            Answered 2021-Apr-09 at 12:06

            Not really sure the final goal, but for provided code it can be done just by making Stack consume all space provided by GeometryReader, like

            Source https://stackoverflow.com/questions/67019765

            QUESTION

            open closed principle c#
            Asked 2021-Apr-06 at 12:30

            I have 3 classes (1 absrtact(Services), and 2 derivatives). Plus, I have 2 different output formats (UA/EN). And I don't know how remake my code in order it follow a open closed principle. For example, if I want to add a German output format. I will need to edit each class.

            ...

            ANSWER

            Answered 2021-Apr-06 at 12:30

            First of all, I want to encourage to never refactor without a requirement or goal. If you are trying to refactor this code to make it extensible for something you don't know needs to be extended, you are not only likely to be wasting effort (YAGNI), but you may also end up with code that is harder to change in other ways you might need later.

            Thus, for the purposes of this answer, I will assume that the requirement is to make this code extensible (open for extension). And that what you need to extend is the supported formats.

            We will start by defining a new abstract class Formatter interface IFormat which will serve as extension point to add new format. Ideally, this IFormat should not depend on any specific (concrete, not abstract) Services, nor should Services know about any specific IFormat. That is, we want extending these to be as independent as possible.

            Now, what do specific Services need to format? I can see in the code that you need to know the format for dates and prices. So let us give methods to format those to IFormat:

            Source https://stackoverflow.com/questions/66967319

            QUESTION

            Strange problem with decryption of AES using OpenSSL, Gets padded with same looking junk, Base64 padding issue
            Asked 2020-Dec-07 at 04:04

            Can someone tell me whats wrong with my code?
            It works fine in my test example.. but when I use it in production model it decrypts the string but adds a padded symbol to maintain some kind of block size or something. I didn't post my encrypt/decrypt methods as they would make this post too big, plus they work fine as my test example decrypts and encrypts properly, ini.GetValue is a INI retrieval method there is nothing wrong with it, plus you can see the base64 size is the same as the example code, so I believe it works fine, I never had any problems with it before without encryption when I used it, it returns a const char*

            The problem is known as you can see the production code ciphertext has appended to it 2 null bytes which I find strange becasue both codes are pretty much identical, I'm not good at C++ so I'm probably overlooking some basic char array stuff

            The encryption code I use is AES-256-CBC from OpenSSL 1.1.1

            Look at my outputs to see whats wrong.

            Good looking example code:

            ...

            ANSWER

            Answered 2020-Dec-07 at 03:48

            In the example that works, you get ciphertext_len directly from the encryption function. When you display the ciphertext, you use this length.

            In the "bad production code", you calculate decoded_size from the length of the Base64 data. However, Base64 encoded data always has a length that is a multiple of 4. If the original data size is not a multiple of 3, then there are one or two padding characters added to the string. In both of your examples, you have two of these characters, the '=' at the end of the Base64 data.

            When calculating the length of the decrypted data, you need to account for these bytes. If there are no '=' characters at the end of the string, use the length that you calculated (3 * N / 4). If there is one '=' character, reduce that calculated length by 1, and if there are two '=' characters, reduce the calculated length by 2. (There will not be 3 padding characters.)

            Edit: Here is my fix: (sspoke)

            Source https://stackoverflow.com/questions/65174478

            QUESTION

            Form Layout behaving abnormally on firefox
            Asked 2020-Nov-10 at 14:55

            I have designed a form using flexboxes. Form is working fine on chrome and internet explorer but the the section where 3 fields are placed side by side overflows out of the form in firefox but looks well on chrome. Any possible solution. I tried defining width to each field but couldn't find any possible solution yet. Any possible solution

            ...

            ANSWER

            Answered 2020-Nov-10 at 14:55

            The problem seems to be that the input elements related to the number of passengers and the number of pieces of luggage are picking up the default width. Although the spec seems to say this should be 20 characters it seems a bit different between browsers.

            I think your safest bet is not to rely on what the browser sets as default width but set it yourself. You could do that either with say setting width: 2em for the input elements or by giving them each a size attribute which will make them wide enough for the number of characters you specify. So size="1" would be enough for the passengers and size="2" would be enough for the luggage.

            Incidentally both FF and Chrome complained about the calcs in your CSS. They need spaces around the minus sign. I don't think this made a material difference to the problem you stated in the question but you may like to check them in case they disturb something else. For example in .inputBox use width:calc(100% - 10px);

            Source https://stackoverflow.com/questions/64770415

            QUESTION

            Error while selecting radio buttons after creating dynamic UI in Android
            Asked 2020-Sep-07 at 08:27

            Hello to everyone i am creating a quiz app in which I am creating a dynamic UI for multiple choice question it Works well but when i select radio button on question and then go for next question and select the radio button i gives me error "java.lang.ClassCastException: android.widget.TextView cannot be cast to android.widget.RadioButton" Also when i change the selected option Example : First i choose option 1 of a question and then i change it to Option 2 it give me the same error Here is the sample of my code

            ...

            ANSWER

            Answered 2020-Sep-07 at 08:27

            tv.setId(i); and b1.setId(j); - don't do that... you shouldn't use/set ids like this. all Views ids should (must?) be unique in whole app and in your case one TextView and few RadioButton may have same id (e.g. 1). check out THIS SO topic for more info how to set properly ids for Views programmatically

            you are setting id with small int for both TextView and RadioButton, so when you call findViewById it will return first found View with this id - in your case TextView, but you are casting it to RadioButton...

            Source https://stackoverflow.com/questions/63773879

            QUESTION

            Python scapy sprintf syntax
            Asked 2020-Aug-04 at 10:05
            ans,uans=srp(Ether(...)/ARP(pdst="x.x.x.x"),...)
            for snd,rcv in ans:
              return rcv.sprintf(r"%Ether.src%") 
            
            ...

            ANSWER

            Answered 2020-Aug-03 at 14:56

            The r prefix has nothing to do with scapy. r means raw string. This means that backslashes in the string are treated as literal characters. See python docs.

            For instance:

            Source https://stackoverflow.com/questions/63231022

            QUESTION

            java.sql.BatchUpdateException: ORA-01849: hour must be between 1 and 12
            Asked 2020-Mar-06 at 16:10

            I am trying to store current Timestamp in Oracle database using JdbcTemplate. There are two columns in which I am trying to store timestamp , but one column is VARCHAR and one column is TIMESTAMP, but looking into the exception I am unable to find out for which column it it throwing above error, and the best part is on my local machine I am getting no such error but when I deploy my code to higher environment , I am facing such issue.

            Query-

            ...

            ANSWER

            Answered 2020-Mar-06 at 16:10

            You are using a wrong format in SimpleDateFormat

            ps.setString(8, new SimpleDateFormat("dd-MMM-yy HH.mm.ss").format(new Date()));

            You need use:

            ps.setString(8, new SimpleDateFormat("dd-MMM-yy hh.mm.ss").format(new Date()));

            The "HH" in uppercase set hours between 1 and 24. 'hh' solves it.

            You can see documentation on SimpleDateFormat in https://docs.oracle.com/javase/8/docs/api/java/text/SimpleDateFormat.html

            You may have allowed the handling of hours between 0 and 24 in your local database and in that of the server no. Another option would be to change this in that database

            Source https://stackoverflow.com/questions/60567725

            QUESTION

            TypeError: Sporsmaal() takes no arguments
            Asked 2020-Feb-12 at 17:41

            Working on a program where the user get asked 5 questions, and then they need to answer which one is correct. However, I'm getting a TypeError when trying to run the code. The error message:

            ...

            ANSWER

            Answered 2020-Feb-12 at 17:41

            You wrote __int__ instead of __init__. Therefore it isn't recognized as the constructor.

            Source https://stackoverflow.com/questions/60194088

            QUESTION

            How to transform multi rows columns and melt to long form R data.table
            Asked 2020-Jan-05 at 10:12

            There is the table to transform into long form from wide form. It contains +200 columns compose with multi columns like below :

            Original data :

            ...

            ANSWER

            Answered 2020-Jan-05 at 09:35

            The structure of your data.table is uncommon. Here is one way to do it. Step 1-3 is to prepare the data.table for melt.

            If you need the final output looks exactly as your expected output, you may need to create an ID column before melt and order dt5 based on multiple columns. Let me know if you need help with that.

            Source https://stackoverflow.com/questions/59598091

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install UAN

            You can download it from GitHub.
            You can use UAN 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.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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