scan | SCAN : Learning Abstract Hierarchical Compositional Visual | Machine Learning library

 by   miyosuda Python Version: Current License: Non-SPDX

kandi X-RAY | scan Summary

kandi X-RAY | scan Summary

scan is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. scan has no bugs, it has no vulnerabilities and it has low support. However scan build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Replicating SCAN algorithm described in Google DeepMind's paper "SCAN: Learning Abstract Hierarchical Compositional Visual Concepts". Image datasets are created with Rodent envrironment.
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            kandi-support Support

              scan has a low active ecosystem.
              It has 54 star(s) with 8 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 0 have been closed. On average issues are closed in 640 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of scan is current.

            kandi-Quality Quality

              scan has 0 bugs and 0 code smells.

            kandi-Security Security

              scan has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              scan code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              scan has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              scan releases are not available. You will need to build from source code and install.
              scan has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              scan saves you 470 person hours of effort in developing the same functionality from scratch.
              It has 1109 lines of code, 91 functions and 8 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed scan and discovered the below as its top functions. This is intended to give you an instant insight into scan implemented functionality, and help decide if they suit your requirements.
            • Train a beta - VAE
            • Check for disentangle images
            • Generate next batch of images
            • Returns a numpy array of labels
            • Convert an index to labels
            • Create the network
            • Creates a weight variable
            • Sample from the given z_mean
            • Train a SCAN using the given model
            • Choose labels from labels
            • This function is used to identify images
            • Check for sym2img
            • Substitute images
            • Train DAE
            • Generate a masked image
            • Generate a batch of masked images
            • Perform recombination check
            • Combine the feed into an image
            • Compute disentangle images
            • Train the SCANRecombinator
            • Creates loss optimizer
            • Create the optimizer for the optimizer
            • Get options
            • Check the image2sym
            • Check for sym2img
            • Prepare image pool
            • Create tf graph
            • Loads the checkpoint
            Get all kandi verified functions for this library.

            scan Key Features

            No Key Features are available at this moment for scan.

            scan Examples and Code Snippets

            No Code Snippets are available at this moment for scan.

            Community Discussions

            QUESTION

            Flutter - Listening to one value through whole app
            Asked 2021-Jun-15 at 20:04

            Iam using EventChannel to handle events from hardware barcode scanner. EventChannel is initialized in initState, in main class - it works through whole app. While change is detected, it inserts value into global variable (ValueNotifier - i dont know, if it is right) and then I need to work with that value in multiple widgets. I need some sort of widget, which will tell me, that value updated and it will trigger onEvent function - something like RawKeyboardListener. I tried using listeners, but when i do pushNamed, the listener is still listening and it runs code from previous pages, while scanning.

            Is there any widget, that would be suitable for me? (cant use ValueListenableBuilder, because it has no "onEvent" function) Or is there any way, to remove and add listeners while moving between pages, or while modal bottom sheet is opened? (I need to access previous listeners, after Navigator.pop)

            ...

            ANSWER

            Answered 2021-Jun-14 at 10:37

            I solved my problem by using listeners and ModalRoute.of(context).isCurrent.

            Source https://stackoverflow.com/questions/67904050

            QUESTION

            PostgreSQL: How to use a lookup table to select data across multiple tables?
            Asked 2021-Jun-15 at 19:08

            I have a schema with many large tables which all have the same structure. Each table has an index on its id. I also have a separate table with all the id's across the other tables, pointing to their tablename; for example, the tables in the schema:

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:08

            QUESTION

            AWS DynamoDB Partition Key Design
            Asked 2021-Jun-15 at 18:09

            I read this answer, which clarified a lot of things, but I'm still confused about how I should go about designing my primary key.

            First off I want to clarify the idea of WCUs. I get that WCU is the write capacity of max 1kb per second. Does it mean that if writing a piece of data takes 0.25 seconds, I would need 4 of those to be billed 1 WCU? Or each time I write something it consumes 1 WCU, but I could also write X times within 1 second and still be billed 1 WCU?

            Usage

            I want to create a table that stores the form data for a set of gyms (95% will be waivers, the rest will be incidents reports). Most of the time, each forms will be accessed directly via its unique ID. I also want to query the forms by date, form, userId, etc..

            We can assume an average of 50k forms per gym

            Options

            • First option is straight forward: having the formId be the partition key. What I don't like about this option is that scan operations will always filter out 90% of the data (i.e. the forms from other gyms), which isn't good for RCUs.

            • Second option is that I would make the gymId the partition key, and add a sort key for the date, formId, userId. To implement this option I would need to know more about the implications of having 50k records on one partition key.

            • Third option is to have one table per gyms and have the formId as partition key. This seems to be like the best option for now, but I don't really like the idea of having a a large number of tables doing the same thing in my account.

            Is there another option? Which one of the three is better?

            Edit: I'm assuming another option would be SimpleDB?

            ...

            ANSWER

            Answered 2021-May-21 at 20:26

            For your PK design. What data does the app have when a user is going to look for a form? Does it have the GymID, userID, and formID? If so, make a compound key out of that for the PK perhaps? So your PK might look like:

            Source https://stackoverflow.com/questions/67628589

            QUESTION

            Trying to copy a set of specific strings from many text files in a directory and paste them in a new text file
            Asked 2021-Jun-15 at 17:46

            I am pretty new to python and I am trying to sort through a directory's files that start with 'O0' and copy any string in the text files that has an 'F', 'T', or 'S' in them, and paste, preferably just that string, (but the whole line would still work) in a new text file, preferably on the desktop. It is making the text file, but it is blank, and python does not close the file. Here's what I have so far:

            ...

            ANSWER

            Answered 2021-Jun-15 at 14:27

            In the first place you are probably getting an AttributeError error that append is not known. Because you try to append your text to the TextIOwrapper (feeds speeds). You have to use the write method to append the text to the file content.

            Also note that your file is read and written from the current directory, so ./feedsspeeds.txt. As long as you are not executing this script from you Desktop folder, the file will also not be written there.

            Source https://stackoverflow.com/questions/67988080

            QUESTION

            How to iterate rows with known start position and mixed column ordering, exactly as if walking the corresponding index?
            Asked 2021-Jun-15 at 16:49

            I have a given, unmodifiable table design which resembles:

            ...

            ANSWER

            Answered 2021-Jun-15 at 15:17

            One hacky solution would switch the sign of the second column:

            Source https://stackoverflow.com/questions/67988936

            QUESTION

            ImportError: cannot import name 'main' from partially initialized module ' ' (most likely due to a circular import)
            Asked 2021-Jun-15 at 15:40

            I create a Pentest tool for educational purposes, so the old version was written using python 2, then I convert it to python 3 and when I try to run the main file pxxtf.py I got multiple errors, I correct most of them but for this one about Circular Import, I try multiple fixes from forums and StackOverFlow and nothing work with me.

            When I try to run the main script :

            ...

            ANSWER

            Answered 2021-Jun-15 at 14:05

            The error message is saying it all: "most likely due to a circular import".

            pxxtf.py

            Source https://stackoverflow.com/questions/67987004

            QUESTION

            Making an Powershell Progress Bar more efficient
            Asked 2021-Jun-15 at 10:06

            I build a script to filter several Messages out of a log file. The file im using right now has around 400.000 lines and when im looking for a match with the following code he takes very long since i added the progress bar. Is there a way to make it more efficient. If im right the reason for it to take so long is that he refreshes the progressbar Gui with every line he passes.

            ...

            ANSWER

            Answered 2021-Jun-15 at 09:18

            Updating the progress bar element in the host application does indeed take up time and resources during execution - but even if you suppressed the progress bar, writing to the progress stream is still pretty slow!

            As iRon suggests, the solution is to call Write-Progress less often:

            Source https://stackoverflow.com/questions/67981500

            QUESTION

            Gradle Multi-Project Build with JaCoCo Code Coverage fails when using Spring Boot
            Asked 2021-Jun-15 at 08:06

            ANSWER

            Answered 2021-Jun-01 at 20:54

            Just do that and you will be fine (all external classes will be excluded):

            Source https://stackoverflow.com/questions/66265413

            QUESTION

            How to use Annotations in a Spring Boot Library (without Main Class)?
            Asked 2021-Jun-14 at 17:20

            I am new to spring boot and trying to figure out some of its working. Here I am getting Null Pointer Exception for the below implementation. I am not sure can we use @Autowire annotation for a Library project without a Main class. Maybe this sounds stupid,I believe we can do a @ComponentScan for the Library Project from a Service project that's created.My Question is looking at the below implementation is there any possibility to use annotation in the below library project, because Annotations are throwing NullPointerException for the below code?

            Library

            The below code is a library and it Doesn't have a Main Class

            ...

            ANSWER

            Answered 2021-Jun-14 at 15:53

            With SpringBootApplication annotation, It will create application context with all required beans when starting the application. The object will be injected whenever it needed.

            But in the Normal java application, the Object will be created while calling the new keyword.

            @SpringBootApplication it required when you have @Autowired annotation otherwise you will get error.

            Source https://stackoverflow.com/questions/67973334

            QUESTION

            Finding and editing ArrayList in Java
            Asked 2021-Jun-14 at 14:19

            I have made a code to store each appointment calendar given by user to an ArrayList. Each ArrayList contains title, description, date and time.

            Now I want to make an option for the user to edit the data of appointment calendar of their choice.

            I use the appointment calendar's title for the comparison. Here's the code:

            ...

            ANSWER

            Answered 2021-Jun-14 at 14:19

            It appears you are unfamiliar with the process of debugging your code. All computer programmers need to know how to do this. If you are using an IDE then it probably has a debugger. You should learn how to use it.

            You are doing all your processing in the for loop. You should first locate the requested appointment via the for loop. After the for loop terminates, and only if you have found the requested appointment, should you process it. Here is some code to get you started.

            Source https://stackoverflow.com/questions/67970717

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

            Vulnerabilities

            No vulnerabilities reported

            Install scan

            You can download it from GitHub.
            You can use scan 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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            https://github.com/miyosuda/scan.git

          • CLI

            gh repo clone miyosuda/scan

          • sshUrl

            git@github.com:miyosuda/scan.git

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