VFF | Variational Fourier Features | Machine Learning library

 by   jameshensman Python Version: Current License: Apache-2.0

kandi X-RAY | VFF Summary

kandi X-RAY | VFF Summary

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

Variational Fourier Features for Gaussian Processes. By James Hensman, Nicolas Durrande and Arno Solin. Code accompanies this JMLR paper:
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            kandi-support Support

              VFF has a low active ecosystem.
              It has 66 star(s) with 22 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 3 open issues and 1 have been closed. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of VFF is current.

            kandi-Quality Quality

              VFF has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              VFF 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

              VFF releases are not available. You will need to build from source code and install.
              VFF has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are available. Examples and code snippets are not available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed VFF and discovered the below as its top functions. This is intended to give you an instant insight into VFF implemented functionality, and help decide if they suit your requirements.
            • Build the predictive covariance matrix
            • Compute Kuf
            • Wrapper for dot_vec_dot_vec
            • Compute blockdiag matrices
            • Build the covariance matrix
            • Get the slice of the matrices
            • Gets the tensor
            • Runs the model
            • Builds the GPC model
            • Compute the likelihood
            • Compute the covariance matrix
            • Build the likelihood
            • Build the KL divergence matrix
            • Plots the intensity of the given samples
            • Plot a function
            • Build a GPC model
            • Computes the diagonal matrices
            • Set the priors
            • Plot all the basis functions
            • Compute the predictive covariance matrix
            • R Compute the covariance matrix
            • Compute the predict function
            • Builds predictions for the model
            • Return subset of data
            • Generator that loops through kvs
            • Plots all the vff arrays
            • Builds the covariance matrix
            Get all kandi verified functions for this library.

            VFF Key Features

            No Key Features are available at this moment for VFF.

            VFF Examples and Code Snippets

            No Code Snippets are available at this moment for VFF.

            Community Discussions

            QUESTION

            QAF | Getting scenario tags in TestNg listener
            Asked 2021-Oct-11 at 18:01

            I would like to get the Scenario tag details in TestNg listener to help in writing custom reports using TestcaseId & IntId for each scenario.

            ...

            ANSWER

            Answered 2021-Oct-10 at 15:35

            result.getTestName() returns string. So you can use java methods to pick the last sentence after last underscore. you may use substring or split methods from java.

            Examples: // Java program to demonstrate working of split() public class GFG {

            Source https://stackoverflow.com/questions/69513611

            QUESTION

            Boosting the grep search using GNU parallel
            Asked 2021-Jan-30 at 09:28

            I am using the following grep script to output all the unmatched patterns:

            ...

            ANSWER

            Answered 2021-Jan-30 at 09:28

            If you do not need to use grep try:

            Source https://stackoverflow.com/questions/65878582

            QUESTION

            How to simply integral a function written in Sympy
            Asked 2021-Jan-28 at 21:36

            Through using the ways and obtaining help from Stackoverflow users, I could find half of the solution and I need to complete it. Through using Sympy I could produce my function parametrically and it became 100 different items similar to 0.03149536*exp(-4.56*s)*sin(2.33*s) 0.03446408*exp(-4.56*s)*sin(2.33*s). By using f = lambdify(s,f) I converted it to a NumPy function and I needed to do integral of in the different sthat I already have. The upper limit of the integral is a constant value and the lower limit must be done through afor loop`.

            When I try to do, I get some error which I post below. The code that I wrote is below, but for being a reproducible question I have to put a generated data. TypeError: cannot determine truth value of Relational

            ...

            ANSWER

            Answered 2021-Jan-28 at 21:36

            Assuming you want to integrate over s, and use c as a fixed parameter (for a given quad call), define:

            Source https://stackoverflow.com/questions/65936583

            QUESTION

            Find unmatched list from directory files in unix
            Asked 2020-Jul-31 at 07:20

            I have a file called samples.list with sample IDs. I have same files in my directory that I want to pattern match with my sample.list and get the output of unmatched sample.list.

            samples.list

            ...

            ANSWER

            Answered 2020-Jul-29 at 15:26
            # find all files named in the way you want and print filenames
            find . -maxdepth 1 -type f -name '*_*.fastq.gz' -printf "%f\n" |
            # Remove all everything except the SRR=numbers
            sed 's/_.*//' |
            # Sort the list, remove duplicate elements
            sort -u |
            # join the list with samples and print only unmatched elements from samples
            join -v1 -o 1.1 <(sort samples.list) -
            

            Source https://stackoverflow.com/questions/63156954

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

            Vulnerabilities

            No vulnerabilities reported

            Install VFF

            VFF relies heavily on GPflow. After installing GPflow, clone this repo and add the VFF directory to your PYTHONPATH. There are some examples in the experiments directory that replicate figures from the manuscript. Questions and comments are welcome via github issues on this repo.

            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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            CLONE
          • HTTPS

            https://github.com/jameshensman/VFF.git

          • CLI

            gh repo clone jameshensman/VFF

          • sshUrl

            git@github.com:jameshensman/VFF.git

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