ACT | Alternative approach for Adaptive Computation Time | Machine Learning library

 by   for-ai Python Version: Current License: MIT

kandi X-RAY | ACT Summary

kandi X-RAY | ACT Summary

ACT is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Neural Network applications. ACT has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

Alternative approach for Adaptive Computation Time in TensorFlow
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            kandi-support Support

              ACT has a low active ecosystem.
              It has 16 star(s) with 4 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              ACT has no issues reported. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of ACT is current.

            kandi-Quality Quality

              ACT has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              ACT 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

              ACT 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.
              Installation instructions are not available. Examples and code snippets are available.
              ACT saves you 497 person hours of effort in developing the same functionality from scratch.
              It has 1169 lines of code, 90 functions and 25 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed ACT and discovered the below as its top functions. This is intended to give you an instant insight into ACT implemented functionality, and help decide if they suit your requirements.
            • Create a basic rnn layer
            • Compute the mean error rate
            • Get the ACT model
            • Localize locally
            • Get hparams from a list of hparams
            • Return a dictionary of hyperparameter values
            • Get the path to a dataset
            • Generate input function
            • Generate a batch of features
            • Convert to HParamDef proto
            • Return the proper kind name for a given parameter type
            • Default activation function
            • Default hyperparameters
            • Convert to JSON
            • Default default behavior
            • Default sorting
            • Parse values from JSON
            • Default RNN layer
            • Sorts the RNN model
            • Calculate linear decay
            • Linear decay
            • Warm up a constant
            • Wrap exponential decay
            • Calculates exponential decay
            • Linearly decay
            • Apply exponential decay
            Get all kandi verified functions for this library.

            ACT Key Features

            No Key Features are available at this moment for ACT.

            ACT Examples and Code Snippets

            Determine if this action should act as a resource variable .
            pythondot img1Lines of Code : 3dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _should_act_as_resource_variable(self):
                """Pass resource_variable_ops.is_resource_variable check."""
                pass  

            Community Discussions

            QUESTION

            VBA - NULL values in Listview
            Asked 2021-Jun-15 at 17:10

            I've created a simple VBA interface to connect Excel to a MySQL DB. The VBA part acts as a preview of data for the user to choose what item he wants to import to the Excel sheet.

            Until now I've work with a very complete set of data, but I got to a Table which (because of the nature of the items) some fields are NULL.

            Now every time I try to check the values in the VBA I get the Run-time error 13 Type mismatch in the listview component. At first I though it was a field with DECIMAL typing, but after changing it to a DOUBLE (for testing) the problem persisted, and it was until I notice that if only checks columns with no NULL value, the problem disappears. Off course I can't omit this values.

            I tried some .Tostring functions but with no success. And I failed to implement a IF to check for NULL in the obj.

            This is my code:

            ...

            ANSWER

            Answered 2021-Apr-13 at 10:28

            If you don't want to add a IsNull-function in you SQL (as Nathan_Sav suggested as a comment): There is a IsNull-function in VBA. With that, you can create a simple function that returns for example an empty string (or a 0 or whatever you prefer):

            Source https://stackoverflow.com/questions/67072643

            QUESTION

            Argument data type nvarchar is invalid for argument 3 of convert function in SSRS
            Asked 2021-Jun-15 at 10:44

            I am having an issue with a parameter and the convert function when executing my query in Report Builder. I am having the following in my code:

            CONVERT(VARCHAR(11), COALESCE(Status.POBDate, Status.[Sched Collection Date]),(@DateFormat)) AS [Collection Date] ,CONVERT(VARCHAR(11), Status.[Act Del Date],(@DateFormat)) AS [Delivery Date]

            The (@DateFormat) parametner has data type Integer and available values as per the bild below.

            The funny thing is that I can run the query in SSMS without any problem, but when trying to apply some adjustments in Report Builder, and save the report, it is complaining about the invalind argument even though, the parament (@DateFormat) was not edited anyhow. The report worked perfect online and only after opening it in Report Builder it started to complain also when I do not apply any new adjustments.

            Any idea what can be wrong and how I could solve it? I have checked some ideas here on stackoverflow, but nothing worked out so far.

            Tones of thanks in advance!

            ...

            ANSWER

            Answered 2021-Jun-15 at 10:44

            Your parameter type is text not integer and that causes the error.

            You can verify it by casting the DateFormat parameter to INTEGER in your SQL code

            Source https://stackoverflow.com/questions/67982017

            QUESTION

            The following error java.lang.NullPointerException is displayed after run the project
            Asked 2021-Jun-15 at 09:52

            My classes are Hooks for setup and test. I try to click on cookie pop-up, using WebdriverWait, but don't work. I have no idea why.

            I am a beginner with selenium and automation testing and I am writing a selenium script using java, TestNG, and maven. When I write everything in one class, all works fine, but I want to have a package for all objects, a package for tests, and Hooks with the main setting.

            ...

            ANSWER

            Answered 2021-Jun-06 at 12:31

            public WebDriver driver;

            This declares a field, named driver. Not sure why you made it public.

            WebDriver driver = new ChromeDriver();

            This declares a local variable, also named driver, which is completely unrelated to the field you declared. As all local variables go, it ceases to exist when the method you declared it in ends. Because it has the same name, referencing variable driver in this method refers to the local variable and not the field.

            All you really wanted was to make that second line:

            Source https://stackoverflow.com/questions/67858952

            QUESTION

            How to create in C or C++ the contents value of Sig type object for digital signature in PDF?
            Asked 2021-Jun-15 at 06:14

            We are programmatically creating PDF using our in house lib (C++) by adding all the required objects so that PDF readers can render them properly. Currently we are enhancing the lib to support digital signatures in PDF. Our users will use USB token or Windows certificates to sign the PDF. On studying raw PDF file with digital signature, we were able to make sense of all the objects except for the contents of Sig type object.

            ...

            ANSWER

            Answered 2021-Jun-10 at 16:48

            Ok, the signature container is embedded correctly.

            But there are issues with the signature container itself:

            • Both in the SignedData.digestAlgorithms collection and in the SignerInfo.digestAlgorithm value you have used the OID of SHA1withRSA, but that is a full signature algorithm, not the mere digest algorithm SHA1 expected there.

            • Then the SHA1 hash of the signed bytes is BB78A402F7A537A34D6892B83881266501A691A8 but the hash you signed is 90E28B8A0D8E48691DAFE2BA10A4761FFFDCCD3D. This might be because you hash buffer2 and

              buffer2 has empty contents data (/Contents <>)

              The hex string delimiters '<' and '>' also belong to the contents value and, therefore, must also be removed in buffer2.

            Furthermore, your signature is very weak:

            • It uses SHA1 as hash algorithm. SHA1 meanwhile has been recognized as too weak a hash algorithm for document signatures.
            • It doesn't use signed attributes, neither the ESS signing certificate nor the algorithm identifier protection attribute. Many validation policies require such special attributes.

            Source https://stackoverflow.com/questions/67667032

            QUESTION

            BigQUery SQL GROUP BY not grouping by date
            Asked 2021-Jun-14 at 23:58

            I am using the below query to GROUP BY "ReportingDate" but its not grouping the results.

            ...

            ANSWER

            Answered 2021-Jun-14 at 23:58

            QUESTION

            Fatal Exception: android.content.ActivityNotFoundException: No Activity found to handle Intent
            Asked 2021-Jun-14 at 22:39

            I'm getting following error on some devices while opening url. I don't get any error on my devices but many devices are.

            ...

            ANSWER

            Answered 2021-May-11 at 11:27

            A few notes on this issue:

            Detecting non-browser apps as browsers

            They query for browsers can detect non-browser applications, which will lead the an ActivityNotFoundException when launching the Custom Tab. See this issue for an example.

            When querying for packages that can handle browser intents, I recommend using the below:

            Source https://stackoverflow.com/questions/67476856

            QUESTION

            Linux shared library versioning for backwards compatibility using libtool
            Asked 2021-Jun-14 at 15:44

            I maintain a shared library that uses libtool, runs (mostly) on Linux and spits out the following files.

            ...

            ANSWER

            Answered 2021-Jun-14 at 15:44

            However, binaries built against the new library will load and will then fail during runtime with an undefined symbol error if at runtime they enter a codepath that includes one of the new symbols not present in the old library.

            TL;DR: I don't think there is a solution that will achieve desired result right now (unless you are already using versioned symbols), but you can make it a bit better now, and can fix it completely for the next time.

            This is a problem that is that solved by the GNU symbol version extension.

            It's probably best to have an example. Initial setup:

            Source https://stackoverflow.com/questions/67940587

            QUESTION

            s.bind((hostIPAddress,22)) OSError: 99
            Asked 2021-Jun-14 at 12:25

            I am trying to get my robot to communicate with my PC via sockets by using local IP addresses on my own home network (not devices outside my network). The robot is acting as the server and my own PC is acting as the client/host. I don't really know what ports are open on my robot but I do definitely know that port 22 on the robot is open (which is the SSH port). The robot is a lego EV3 robot apart from it has had some ev3python software put onto it. When I run my program I am getting the following error on the server (my robot):

            ...

            ANSWER

            Answered 2021-Jun-14 at 12:24
            hostIPAddress = "xx.xx.xx.xx" #the local IP address of my PC on my home network 
            backlog = 1
            size = 1024
            s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
            s.bind((hostIPAddress,22))#22 is the port number I am using. (THIS IS ALSO THE LINE WHERE THE ERROR IS COMING FROM) 
            s.listen(backlog)
            

            Source https://stackoverflow.com/questions/67969893

            QUESTION

            How percentage truly works compared to other units in different situations
            Asked 2021-Jun-13 at 20:14

            so basically I've been experimenting with CSS recently and I came across something which looked seemed new to me. I usually use units such as em, or px when setting the padding of an element but this time I tried using percentages and to my surprise it worked very differently than the other units.

            So I set up three different situations:

            ...

            ANSWER

            Answered 2021-Jun-13 at 19:14

            If you specify the width of a div as a percentage, it refers to the percentage of the divs parent's computed width, when you specify viewport it refers to percentage of the window screen. Pixels on other-hand are absolute unit they are not relative like percentage. That is the primary reason percentage acts differently with flexbox and not just flexbox but with everything. See some of this articles for reference: https://developer.mozilla.org/en-US/docs/Web/CSS/CSS_Values_and_Units https://developer.mozilla.org/en-US/docs/Web/CSS/percentage

            Source https://stackoverflow.com/questions/67961622

            QUESTION

            Showing null instead of throwing a zero division error by try-catch
            Asked 2021-Jun-13 at 19:56

            Why does this procedure return NULL when count and sum are both 0?

            ...

            ANSWER

            Answered 2021-Jun-13 at 18:31

            If there is nothing in the table then you have no rows. In that case, the SUM() returns NULL, not 0.

            If you want an error to occur, then replace it with a value:

            Source https://stackoverflow.com/questions/67961469

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

            Vulnerabilities

            No vulnerabilities reported

            Install ACT

            You can download it from GitHub.
            You can use ACT 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

            We'd love to accept your contributions to this project. Please feel free to open an issue, or submit a pull request as necessary. If you have implementations of this repository in other ML frameworks, please reach out so we may highlight them here.
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            https://github.com/for-ai/ACT.git

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            gh repo clone for-ai/ACT

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            git@github.com:for-ai/ACT.git

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