blocks | A Theano framework for building and training neural networks | Machine Learning library

 by   mila-iqia Python Version: 0.2 License: Non-SPDX

kandi X-RAY | blocks Summary

kandi X-RAY | blocks Summary

blocks is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. blocks has no vulnerabilities, it has build file available and it has medium support. However blocks has 5 bugs and it has a Non-SPDX License. You can download it from GitHub.

A Theano framework for building and training neural networks
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            kandi-support Support

              blocks has a medium active ecosystem.
              It has 1163 star(s) with 359 fork(s). There are 86 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 183 open issues and 352 have been closed. On average issues are closed in 89 days. There are 10 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of blocks is 0.2

            kandi-Quality Quality

              blocks has 5 bugs (0 blocker, 0 critical, 5 major, 0 minor) and 66 code smells.

            kandi-Security Security

              blocks has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              blocks code analysis shows 0 unresolved vulnerabilities.
              There are 7 security hotspots that need review.

            kandi-License License

              blocks 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

              blocks releases are available to install and integrate.
              Build file is available. You can build the component from source.
              blocks saves you 4349 person hours of effort in developing the same functionality from scratch.
              It has 9214 lines of code, 959 functions and 91 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed blocks and discovered the below as its top functions. This is intended to give you an instant insight into blocks implemented functionality, and help decide if they suit your requirements.
            • Decorator for recurrent functions
            • Return a subset of a dict
            • Check if a variable is a shared variable
            • Wrap an application function
            • Adds an auxiliary variable
            • Add role to a variable
            • Add an annotation
            • This function is called when the function is called
            • Add updates
            • Allocates the state matrix
            • Add a configuration configuration
            • Create the aggregator for each variable
            • Push all input dimensions to all layers
            • The main loop
            • Compute a single step
            • Compute the step for a given parameter
            • Allocates the W
            • Adapt a numpy ndarray or ndarray
            • Called when the iteration is finished
            • Lazy initialization
            • Wrap a given application
            • Do the checkpointing
            • Get the aggregated value
            • Get a list of Variables
            • Allocate tensors
            • Continue training
            Get all kandi verified functions for this library.

            blocks Key Features

            No Key Features are available at this moment for blocks.

            blocks Examples and Code Snippets

            Blocks
            npmdot img1Lines of Code : 94dot img1no licencesLicense : No License
            copy iconCopy
            // bad
            if (test)
              return false;
            
            // good
            if (test) return false;
            
            // good
            if (test) {
              return false;
            }
            
            // bad
            function foo() { return false; }
            
            // good
            function bar() {
              return false;
            }
            
            
            // bad
            if (test) {
              thing1();
              thing2();
            }
            else {
              thin  
            Fenced Code Blocks-Syntax-Attributes
            Pythondot img2Lines of Code : 37dot img2License : Non-SPDX (NOASSERTION)
            copy iconCopy
            ``` { attributes go here }
            a code block with attributes
            ```
            
            ``` { .html }
            

            HTML Document

            ``` ``` html

            HTML Document

            ```

            HTML Document

            ``` { .html .foo .bar }

            HTML Document

            ```

            HTM

            Fenced Code Blocks-Syntax
            Pythondot img3Lines of Code : 26dot img3License : Non-SPDX (NOASSERTION)
            copy iconCopy
            A paragraph before the code block.
            
            ```
            a one-line code block
            ```
            
            A paragraph after the code block.
            
            ~~~
            a one-line code block
            ~~~
            
            ````
            ```
            ````
            
            ```
            
            a three-line code block
            
            ```
            
            * A list item.
            
            ```
            not part of the list
            ```
            
            Fenced Code Blocks ar  
            perspective - index-blocks-raycasting
            JavaScriptdot img4Lines of Code : 152dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            /******************************************************************************
             *
             * Copyright (c) 2017, the Perspective Authors.
             *
             * This file is part of the Perspective library, distributed under the terms of
             * the Apache License 2.0.  The full  
            perspective - index-blocks-fractal
            JavaScriptdot img5Lines of Code : 135dot img5License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            function generate_mandelbrot(params) {
                return `
            // color
            var height := ${params.height};
            var width := ${params.width};
            var xmin := ${params.xmin};
            var xmax := ${params.xmax};
            var ymin := ${params.ymin};
            var ymax := ${params.ymax};
            var iterations   
            Generates training blocks .
            pythondot img6Lines of Code : 104dot img6License : Permissive (MIT License)
            copy iconCopy
            def GenerateTrainingBlocks(data_folder,gt_folder,dataset_path='./dataset',M=256,N=256):
            	print(data_folder)
            	print('Generating training blocks!!!')
            	train_path =  dataset_path + '/' + data_folder + '_Trainblocks'
            
            	if not os.path.exists(train_path):
              

            Community Discussions

            QUESTION

            Vue add class before insert, leave it
            Asked 2021-Jun-15 at 15:23

            I have a custom animation that the regular Vue transition doesn't quite cover. I have it implemented elsewhere with a conditional v-bind:class, but that doesn't work well for conditional v-if blocks or v-for groups.

            I need to add a class ('open') one frame after the element is entered as with v-enter-to, but I need it to never be removed from the element.

            I then need it removed removed when leaving to trigger the closing animation.

            Am I using Vue Transition wrong and this is perfectly possible within transition, or is there a way to add/remove the class around the enter/leave functionality?

            ...

            ANSWER

            Answered 2021-Jun-09 at 14:25

            I could only think of a work-around. You could try to add the class in the created() or mounted() hook. Before you push another path to the router, you could remove it and add a fake timeout for the $router.push(path).

            This is not clean but i am not sure if i fully understand what are you trying to do.

            Source https://stackoverflow.com/questions/67793912

            QUESTION

            Creating multi-level dropdown with nested array of objects
            Asked 2021-Jun-15 at 13:59

            I'm trying to create a multi-level dropdown using Bootstrap and some JSON data.

            Ideally, I want the dropdown to have this kind of nested functionality:

            I'm working with an array of objects with nested data, and it looks like:

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:59

            You need to loop through arrays and on each iteration you can append htmls inside some variable using += .Then , append this html generated inside your ul tag .

            I have taken some codes from this post as we need to control each submenu click you can use jquery code so on each click add/remove show class from other submenu .

            Demo Code :

            Source https://stackoverflow.com/questions/67973278

            QUESTION

            react-pdf: use PDFDownloadLink asynchronously without blocking the rest of the application
            Asked 2021-Jun-15 at 13:58

            I'm using PDFDownloadLink from the react-pdf package to generate a PDF on the fly in my application and allow the user to download a report based on data being passed to the component that generates the PDF document. However, there are more than 400 pages that need to be rendered in this PDF, and this operation blocks the main thread for a few seconds. Is there any way to make this operation asynchronous, so the rest of the application will continue to function while the PDF is being generated? Also I would like to be able to cache the results, since the data being passed to the component can come from about 8 different arrays of data, which don't change very much, so switching between these arrays I would rather not to have to render the PDF all over again if the PDF for that given array has already been generated once before... I'm guessing the blob data needs to be stored somewhere, perhaps localStorage?

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:58

            I finally found the answer to this in an issue on github which addresses this exact problem:

            Is your feature request related to a problem? Please describe. It is an improvement. At the moment, if you use 'PDFDownloadLink' the PDF is being generated as the component loads.

            Describe the solution you'd like It is not mandatory, but having multiple heavy PDFs ready to be downloaded wouldn't be the best approach since not every user will need it.

            Describe alternatives you've considered I've used pdf() function to generate the blob and file-saver lib to download it:

            Source https://stackoverflow.com/questions/67182808

            QUESTION

            How To Rotate Proxies and IP Addresses using R and rvest
            Asked 2021-Jun-15 at 11:09

            I'm doing some scraping, but as I'm parsing approximately 4000 URL's, the website eventually detects my IP and blocks me every 20 iterations.

            I've written a bunch of Sys.sleep(5) and a tryCatch so I'm not blocked too soon.

            I use a VPN but I have to manually disconnect and reconnect it every now and then to change my IP. That's not a suitable solution with such a scraper supposed to run all night long.

            I think rotating a proxy should do the job.

            Here's my current code (a part of it at least) :

            ...

            ANSWER

            Answered 2021-Apr-07 at 15:25

            Interesting question. I think the first thing to note is that, as mentioned on this Github issue, rvest and xml2 use httr for the connections. As such, I'm going to introduce httr into this answer.

            Using a proxy with httr

            The following code chunk shows how to use httr to query a url using a proxy and extract the html content.

            Source https://stackoverflow.com/questions/66986021

            QUESTION

            How do I generate Asciidoctor admonition in the top left corner
            Asked 2021-Jun-15 at 08:37

            Looking into the official Asciidoctor documentation about Admonitions the addmonition look like:

            The admonition is in the top left corner.

            However, when I use the same admonition in my documentation the it looks like:

            The admonition is on the left side of the text.

            Are there some special Asciidoctor attributes I need to set in order to get the same look as in the official documentation?

            ...

            ANSWER

            Answered 2021-Jun-15 at 08:36

            The first example uses the CSS in the Antora UI, the second uses the standard Asciidoctor CSS. The HTML created in both scenarios is the same.

            If you want the a similar styled HTML output as with the Antora UI, you'll need to borrow the necessary CSS from the Antora UI and integrate it into the theme you use for your HTML output.

            Source https://stackoverflow.com/questions/67956240

            QUESTION

            How to doublecheck my SSH credentials on WIndows?
            Asked 2021-Jun-15 at 07:52

            I am a member of my company organization. SSH keys associated with my account. Nothing works as expected. I am trying to push my branch

            ...

            ANSWER

            Answered 2021-Jun-15 at 07:34

            First, make sure that https://github.com/mycomp/repo-pr does exist (meaning the case, uper or lower, of the URL is correct)

            Second, check that you are correctly authenticated by GitHub through SSH:

            Source https://stackoverflow.com/questions/67974641

            QUESTION

            Can I create an integral_constant from a loop variable?
            Asked 2021-Jun-14 at 20:49

            I try to extract all single blocks from a block matrix. However the BlockMatrixClass from the library I am using only allows access through the following indices:
            Dune::index_constant<0>(), Dune::index_constant<1>(),...
            They resolve to std::integral_constant().

            How I can alter the following code to be valid? Without changing the library.

            ...

            ANSWER

            Answered 2021-Jun-14 at 18:30
            #include 
            #include 
            #include 
            
            template 
            void for_loop () {
                if constexpr (index == end) {
                    return;
                }
            
                constexpr size_t i = index / 3;
                constexpr size_t j = index % 3;
                const auto& m = jacobian[Dune::index_constant()][Dune::index_constant()];
            
                impl();
            }
            
            template 
            void for_loop_to() {
                for_loop<0, end>();
            }
            
            int main ()
            {
                for_loop_to<9>();
            }
            

            Source https://stackoverflow.com/questions/67975283

            QUESTION

            Terrafrom dynamic block with dynamic content
            Asked 2021-Jun-14 at 19:10

            I am trying to create a terraform module for aws_route_table creation, here is an example of this resource definition:

            ...

            ANSWER

            Answered 2021-Jun-12 at 10:38

            Yes, you can create route dynamically, because block route acts as Attributes as Blocks. So you can do (example)

            Source https://stackoverflow.com/questions/67947772

            QUESTION

            Java Socket Read Input Twice
            Asked 2021-Jun-14 at 19:05

            I have a situation with a Java Socket Input reader. I am trying to develop an URCAP for Universal Robots and for this I need to use JAVA.

            The situation is as follow: I connect to the Dashboard server through a socket on IP 127.0.0.1, and port 29999. After that the server send me a message "Connected: Universal Robots Dashboard Server". The next step I send the command "play". Here starts the problem. If I leave it like this everything works. If I want to read the reply from the server which is "Starting program" then everything is blocked.

            I have tried the following:

            -read straight from the input stream-no solution

            -read from an buffered reader- no solution

            -read into an byte array with an while loop-no solution

            I have tried all of the solution presented here and again no solution for my case. I have tried even copying some code from the Socket Test application and again no solution. This is strange because as mentioned the Socket Test app is working with no issues.

            Below is the link from the URCAP documentation:

            https://www.universal-robots.com/articles/ur/dashboard-server-cb-series-port-29999/

            I do not see any reason to post all the trials code because I have tried everything. Below is the last variant of code maybe someone has an idea where I try to read from 2 different buffered readers. The numbers 1,2,3 are there just so I can see in the terminal where the code blocks.

            In conclusion the question is: How I can read from a JAVA socket 2 times? Thank you in advance!

            ...

            ANSWER

            Answered 2021-Jun-11 at 12:14

            The problem seems to be that you are opening several input streams to the same socket for reading commands.

            You should open one InputStream for reading, one OutputStream for writing, and keep them both open till the end of the connection to your robot.

            Then you can wrap those streams into helper classes for your text-line based protocol like Scanner and PrintWriter.

            Sample program to put you on track (can't test with your hardware so it might need little tweaks to work):

            Source https://stackoverflow.com/questions/67927273

            QUESTION

            Does deleting a variable before assigning it to another value solves any memory issues?
            Asked 2021-Jun-14 at 17:26

            I was going through a college assignment on KNN given in python and in that assignment there was one block of code where they delete X_train,Y_train,X_test and Y_test variables before assigning those variables to other data. And in the comments they added that it prevents memory issues.

            ...

            ANSWER

            Answered 2021-Jun-14 at 17:23

            Both examples accomplish the same thing - they decrease the reference count of the value "any_dataset" by one. Using del does this explicitly, overwriting a variable does this implicitly. When a value has zero references to it, it will be garbage-collected at some point in the future.

            This being the case, I can't see any "memory issues" being prevented by doing it one way or the other.

            Further reading material:

            Source https://stackoverflow.com/questions/67974568

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

            Vulnerabilities

            No vulnerabilities reported

            Install blocks

            You can download it from GitHub.
            You can use blocks 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 .
            Find more information at:

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