dctm | Stochastic Variational Inference for Dynamic Correlated | Topic Modeling library

 by   spotify-research Python Version: Current License: Apache-2.0

kandi X-RAY | dctm Summary

kandi X-RAY | dctm Summary

dctm is a Python library typically used in Artificial Intelligence, Topic Modeling, Pytorch, Bert applications. dctm 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.

Code for the paper "Stochastic Variational Inference for Dynamic Correlated Topic Models".
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            kandi-support Support

              dctm has a low active ecosystem.
              It has 8 star(s) with 2 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              dctm has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of dctm is current.

            kandi-Quality Quality

              dctm has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              dctm is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              dctm 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, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed dctm and discovered the below as its top functions. This is intended to give you an instant insight into dctm implemented functionality, and help decide if they suit your requirements.
            • Optimizes Keras model
            • Evaluate the model
            • Batch optimizer
            • Computes the perplexity of the loss function
            • Optimizes the Keras model
            • Calculate the variational loss
            • Calculate the surrogate posterior log - likelihood
            • Compute the expectation of the given observations
            • Build topics_fn
            • Get the function for training
            • Read a requirements file
            • Read file contents
            • Compute the V - measure score
            • Predict the value of X
            • Call sampling_n
            • Sample from a covariance matrix
            • Perform perplexity test
            • Compute the perplexity of the input X
            • Print topics associated with given index points
            • Computes the top words in the corpus
            • Evaluate the ELBO
            • Estimate the KL divergence between the covariance matrix prior
            • Evaluate the loss function
            • Read files from filenames
            • Find a meta string
            • Calculate the ELBO
            Get all kandi verified functions for this library.

            dctm Key Features

            No Key Features are available at this moment for dctm.

            dctm Examples and Code Snippets

            No Code Snippets are available at this moment for dctm.

            Community Discussions

            QUESTION

            Route all URL's to Home controller action C# MVC
            Asked 2020-Sep-21 at 06:59

            I want to create a URL re-director in c#, so whenever my MVC application base url is hit with parameters i want to redirect it to other url based on parameters in the url (site, folder, file, id, etc) Eg: http://localhost:8080/site/folder/file/id or http://localhost:8080/site/folder/file or http://localhost:8080/site/folder etc. So request url can be of any type, only base url will be fixed.

            I tried to update the default route as

            ...

            ANSWER

            Answered 2020-Sep-21 at 06:59

            I have got the solution!!! Redirect any incoming url of a web app to any other web app as below

            • Update the RouteConfig.cs as

            Source https://stackoverflow.com/questions/63922640

            QUESTION

            KingFisher 5.0 crashing with EXC_BAD_INSTRUCTION in Xcode 11.2
            Asked 2019-Nov-02 at 01:07

            I got Xcode 11.2 (beta and stable releases) since I updated iOS to 13.2. I have been using KingFisher with no errors and Suddenly it crashes with the error Thread 1: EXC_BAD_INSTRUCTION (code=1, subcode=0x210007) in ImageDownloader line 169:

            ...

            ANSWER

            Answered 2019-Nov-02 at 01:07

            UPDATE: As per twitter the solution to this and similar problems with Swift Package Manager in Xcode 11.2 is to go to the target, "Linker settings" and change "Dead Code Stripping" to NO

            There is an open issue in Github. The issue is around the Package Manager in Xcode 11.2 They will need to update the linker for the Package Manager.

            Source https://stackoverflow.com/questions/58629726

            QUESTION

            Write Unit Test for API endpoint Controller
            Asked 2019-Oct-22 at 09:01

            I have a spring controller which responds to API requests. I am trying to write Unit Tests for the controller class methods. I'll expose the controller code below:
            AuditRestController.java

            ...

            ANSWER

            Answered 2019-Oct-20 at 20:08

            Caused by: java.lang.ClassNotFoundException: org.springframework.web.servlet.config.annotation.WebMvcConfigurer: looks like your missing some dependencies.

            This class should be contained in spring-webmvc

            Source https://stackoverflow.com/questions/58474850

            QUESTION

            Duration of a LDR instruction on STM32H7 depending on memory
            Asked 2019-Jun-14 at 13:43

            I'm doing some evaluations on STM32H7, on the STM32H753I-EVAL2 board. I used STMicro example code to configure, write and read the QSPI Flash in memory mapped mode.

            I was surprised by some figures regarding duration of LDR instruction:

            • I measure the number of cycles of instructions using the SysTick (connected on CPU clock). As far as I understood: one cycle of SysTick = one cycle of CPU.

            • I measured two instructions exactly identical ldrb.w Rn, [Rp, Rq] except that Rp is in one case an address in DTC-RAM and in the other case an address in QSPI Flash.

            The results are (code executed from internal flash): 15 cycles from DCTM-RAM, 12 cycles from QSPI.

            I'm surprised by the results, I guess the QSPI content if cached so it might explain the figures ?

            Also I find that 15 cycles for a single LDR instruction seems quite a lot, what do you think ? Is there something wrong in my procedure ?

            ...

            ANSWER

            Answered 2019-Jun-14 at 09:14

            If the internal flash is not cached, or the cache is invalid, or the pipeline was flushed or ... (many many other)s it may take more time than the QSPI Flash located instruction.

            To measure execution time you have special registers.

            Source https://stackoverflow.com/questions/56594111

            QUESTION

            Documentum REST API issue
            Asked 2019-Jan-28 at 07:32

            I have successfully installed Documentum REST API in my environment. When I go to http://localhost:8080/dctm-rest/repositories I am able to see the repositories successfully. But when I when I try to open any cabinet URL there, it prompts for username password.

            I put a password there and it works fine.

            But when I send the request using Postman it shows this error

            ...

            ANSWER

            Answered 2018-Dec-17 at 10:47

            You Have to turn on the Interceptor to make proxy-authenticated request so that it has the same request context as of browser.

            Source https://stackoverflow.com/questions/53444667

            QUESTION

            How to display any extension file from server to your mobile in swift ios?
            Asked 2018-Aug-08 at 07:40

            I am very new to this IOS swift programming. So need some suggestion and help. I am creating an app in which I have to show different file coming from the server. Below is the kind of link from which my file data is coming.

            http://demo.xxxx.com/dctm-rest/repositories/iol_ref2/objects/0900a18480383d14/content-media?format=pdf&modifier=&page=0

            This above link is for pdf or it can be of any type (txt, doc, img etc) so I have tried so many things but I was unable to get a result.

            Solutions What I have tried:-

            1. With basic auth, I am requesting URL and getting contents from the file, so I was getting data from server and printing on console but when I tried to copy that contents to one file it says unable to copy says no such file or folder exist but I have properly defined the path location. Below is my code link which I have asked earlier.

            How to read data from file placed in server through url link in ios swift (4)?

            1. Someone suggested using Alamofire lib that also I have used but no luck. Below is the code which I have referred.

              Alamofire: finished with error - code: -1001

            So let me know what I am doing is correct or not or is there any new method or way I can try. I have tried web view too. So please help me with this.

            Thanks in advance

            ...

            ANSWER

            Answered 2018-Aug-08 at 07:40

            I use code like this to download a file and store it locally.

            Source https://stackoverflow.com/questions/51739924

            QUESTION

            Get link when clicked in an image
            Asked 2017-Nov-29 at 20:31

            This is the image where, when clicked, user is redirected to another page.

            ...

            ANSWER

            Answered 2017-Nov-29 at 20:31

            You will have to perform the click event in this case because the HTML does not contain the URL linked to the image -- it calls a script. What can be done is to use Selenium to click the element that contains the onclick event.

            Source https://stackoverflow.com/questions/47558723

            QUESTION

            How can I deserialize JSON from Documentum REST Service
            Asked 2017-Jan-23 at 21:11

            I have the following JSON returned from Documentum

            ...

            ANSWER

            Answered 2017-Jan-23 at 21:11

            Unfortunately, DeserializeObject cannnot do what you want that simply. If you want a simple solution, you may try to use LINQ to JSON:

            Source https://stackoverflow.com/questions/41812374

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

            Vulnerabilities

            No vulnerabilities reported

            Install dctm

            To get started in using our code, simply follow this steps:. or simply copy-paste the following commands on a terminal. To try out our notebooks, you also need to install Jupyter.
            Clone the repo locally with: git clone https://github.com/spotify-research/dctm.git
            Move to the cloned folder with: cd dctm
            Install the dependencies: pip install -r requirements.txt
            Install the package: pip install .

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            gh repo clone spotify-research/dctm

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            git@github.com:spotify-research/dctm.git

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