DNC | Implementation of the Differentiable Neural Computer | Machine Learning library

 by   bgavran Python Version: Current License: MIT

kandi X-RAY | DNC Summary

kandi X-RAY | DNC Summary

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

Implementation of the Differentiable Neural Computer in Tensorflow
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            kandi-support Support

              DNC has a low active ecosystem.
              It has 112 star(s) with 17 fork(s). There are 10 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 6 have been closed. On average issues are closed in 0 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of DNC is current.

            kandi-Quality Quality

              DNC has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              DNC is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              DNC releases are not available. You will need to build from source code and install.
              DNC has no build file. You will be need to create the build yourself to build the component from source.
              DNC saves you 363 person hours of effort in developing the same functionality from scratch.
              It has 867 lines of code, 66 functions and 13 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed DNC and discovered the below as its top functions. This is intended to give you an instant insight into DNC implemented functionality, and help decide if they suit your requirements.
            • Generate n_copy task
            • Update the training state
            • Generate n_copy_pair
            • Generate a random copy pair
            • Perform a single single step
            • Calculate the allocation weighting
            • Updates the link matrix
            • Compute content weighting
            • Evaluate the examples
            • Pad the stories to the correct length
            • Convert a tensor to indices
            • Convert a sequence of indices to onehot
            • Runs a session
            • Notify about a list of summaries
            • Display the output of prediction
            • Convert indices to words
            • Preprocess the input files
            • Flatten a list
            • Performs a while loop iteration
            • Perform a single step
            • Generate data
            • Generate a n_copy_pair
            • Compute the link matrix
            Get all kandi verified functions for this library.

            DNC Key Features

            No Key Features are available at this moment for DNC.

            DNC Examples and Code Snippets

            No Code Snippets are available at this moment for DNC.

            Community Discussions

            QUESTION

            Is there a brute force approach to the defective chessboard problem?
            Asked 2021-Mar-12 at 13:55

            I was looking for a computational problem for an assignment that specifies we need to show both the DnC approach and the brute force approach. I was very interested in "the defective chessboard" which is better explained in this question. Defective chessboard problem - looking for pseudocode algorithm (divide&conquer)

            However, although it has been easy enough to find and understand the D&C approach, I have been struggling to find or create a brute force approach although I did find out that the naive approach has a time complexity of O(n^2).

            The defective chessboard problem is an interesting problem that is can be solved with a “divide and conquer” approach. The naive algorithm has a time complexity of O(n^2).

            Source: https://polaris000.github.io/blog/defective_chessboard

            I was wondering if there is no brute force approach to this question, how is it that we have been able to find the time complexity, and if there is a brute force approach, I would like some guidance on how to go about it.

            ...

            ANSWER

            Answered 2021-Mar-12 at 13:55

            There do exist brute force approaches to this problem.

            For example you could have a function that placed a trionimo covering the first available empty square in all possible orientations, and then called itself recursively to see if there was a solution to filling in the remaining holes.

            However, this would have exponential complexity as it would need to backtrack whenever it became impossible to place a trionimo.

            I think the comment about "the naive algorithm" refers to the fact that the described implementation of the divide and conquer algorithm would have O(n^2) complexity (because O(n^2) trionimos are placed one at a time).

            A more sophisticated implementation of this divide and conquer algorithm could spot that most of the subproblems are identical (solving a square with a single square missing at a corner), so the answer to this subproblem could be cached and reused for lower computational complexity.

            Source https://stackoverflow.com/questions/66597757

            QUESTION

            Getting asynchronous function in external library with callback to work synchronously
            Asked 2021-Mar-11 at 13:22

            I am using a library call to connect to my vendor. The libary call requires a callback in the call. Without a callback in the function, I can easily make this synchronous. With the Callback, everything I do is stuck in the callback and never bubbles it way out.

            I have literally tried 100 different ways to get this to work.

            ...

            ANSWER

            Answered 2021-Mar-11 at 13:22

            Both methods resolve and reject expect parameters, which are res and err in your case.
            As far as removeFromDNC returns a Promise instance, you should call it using either async/await syntax:

            Source https://stackoverflow.com/questions/66556115

            QUESTION

            Auto Copy & Paste to different tabs depending on which option is selected from a dropdown menu
            Asked 2021-Feb-22 at 21:22

            I'm pretty new to Coding but I'm really struggling with this issue. I need the sheet to auto Copy & Paste to different tabs depending on which option is selected from a dropdown menu. I can get one to work perfectly with the code below:

            ...

            ANSWER

            Answered 2021-Feb-22 at 19:32

            In a Google Apps Script project all the files share the same global scope, meaning that variable and function names should have unique names across all files.

            In other words, while renaming each onEdit function to give to each of them an unique name is a step in the right direction you have to do the same with the global variables:

            • destinationSheet
            • check

            Regarding sourceSheet and pasteRange since them have the same value in both files, it's better to keep one declaration of each of this variables and delete the others.

            Source https://stackoverflow.com/questions/66321876

            QUESTION

            Exporting to CSV without formatted blank values
            Asked 2021-Feb-18 at 13:33

            I have a .xlsm with data tabs that's designed to auto populate some cells with data and then export those rows to a CSV file, however when I run my code it copies the entire active range including the cells that have been formatted to be blank and it exports them as commas, I've tried writing the code to delete the commas in the new CSV and I've tried writing the code to not copy over formatted blank values in the first place but nothing so far I've tried has worked.

            So far I've spent a few months on this, and other people on the forums have the same issue but no one seems to have fixed it.

            ...

            ANSWER

            Answered 2021-Feb-18 at 13:33

            QUESTION

            react-select wont display default value
            Asked 2020-Oct-29 at 22:47

            I am trying to display a default value in react-select based on an array of values. I have confirmed that the value is equal to the value I am comparing against. I have looked through this post, this post, this post, this post, this post and this post. Despite the similarities, the defaultValue will still not set. I have confirmed by loggin the result of my comparators that they are the same, both in uppercase, both strings.

            My Select element is

            ...

            ANSWER

            Answered 2020-Oct-29 at 22:47

            The error is in your filter function. You decompose value, and then access value.value. This is undefined.

            Instead, take the option argument without decomposition, and access option.value.

            Source https://stackoverflow.com/questions/64599862

            QUESTION

            react-select change singleValue color based on options
            Asked 2020-Oct-21 at 21:46

            I would like to modify the 'selected' singleValue color in my styles object based on the options that are provided.

            ...

            ANSWER

            Answered 2020-Oct-21 at 21:46

            Use an style map object:

            Source https://stackoverflow.com/questions/64471825

            QUESTION

            Count large data based on status in the columns using procedure
            Asked 2020-Aug-17 at 17:10

            There are 7.7M records (and growing rapidly) in the table and it is taking up to 19 seconds to count all records.

            My requirement is to load it within 1 sec please help me ....

            My table structure is ->

            ...

            ANSWER

            Answered 2020-Aug-17 at 07:23

            Start by finding the 3rd newest dialDate for that campaignId. Then add to the WHERE clause AND dialDate >= @third

            Also have this composite index: INDEX(campaignId, dialDate)

            If that does not help enough, then provide

            • The generated query. (I can be tricky to follow the concats.)
            • EXPLAIN SELECT ...

            Source https://stackoverflow.com/questions/63446021

            QUESTION

            How to handle Alamofire Response in ios swift 4?
            Asked 2020-Aug-13 at 10:57

            I am able to integrate POST request using Alamofire. I am fetching following response. but I need to add "docname" key docs into array. Could you please anyone guide me to handle this response

            ...

            ANSWER

            Answered 2020-Aug-13 at 10:57

            Create data types for the response json as below and use JSONDecoder to parse the response.

            Source https://stackoverflow.com/questions/63389181

            QUESTION

            Invalid parameter error when method is called from another sub
            Asked 2020-May-22 at 18:02

            I have the below code that creates charts from some worksheets and put the charts in their own worksheets. When I run the macro on it's own it works perfectly. When I use Call InsertDNCCharts from another macro I get a "Invalid Parameter" error on .Period = 7 from within the With tl block. Why is there a difference? If the code runs on its own shouldn't it run the same way when called from another sub?

            ...

            ANSWER

            Answered 2020-May-22 at 18:02

            If the chart in discussion (the created one) has at least 7 points, it is possible that the code is not referring to the appropriate chart, or the chart has not been created as necessary.

            In order to check that, I would suggest you putting a break point on line With tl and visually check if the active chart is the one you need and if it looks as expected. It looks that the problem has to be before the line raising the error.

            Source https://stackoverflow.com/questions/61951043

            QUESTION

            How to use variable of v-for (declare in div) inside img tag(img tag is inside of div tag) in Vue?
            Asked 2020-May-04 at 12:25

            I'm using Vue.js for building a Webpage so I'm using v-for for iteration and I want to access the iterating variable inside tag.

            See the code and output images.

            ...

            ANSWER

            Answered 2020-Apr-18 at 11:48

            Currently, you're not using VueJS binding to tell your images their src, so instead of a URL, they receive the string item.url

            Just replace

            Source https://stackoverflow.com/questions/61288326

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

            Vulnerabilities

            No vulnerabilities reported

            Install DNC

            You can download it from GitHub.
            You can use DNC 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/bgavran/DNC.git

          • CLI

            gh repo clone bgavran/DNC

          • sshUrl

            git@github.com:bgavran/DNC.git

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