RoBO | RoBO : a Robust Bayesian Optimization framework | Machine Learning library

 by   automl Python Version: Current License: BSD-3-Clause

kandi X-RAY | RoBO Summary

kandi X-RAY | RoBO Summary

RoBO is a Python library typically used in Artificial Intelligence, Machine Learning applications. RoBO 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.

RoBO: a Robust Bayesian Optimization framework
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              RoBO has a low active ecosystem.
              It has 417 star(s) with 128 fork(s). There are 37 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 18 open issues and 38 have been closed. On average issues are closed in 57 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of RoBO is current.

            kandi-Quality Quality

              RoBO has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              RoBO is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              RoBO 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.
              RoBO saves you 16760 person hours of effort in developing the same functionality from scratch.
              It has 33300 lines of code, 331 functions and 171 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed RoBO and discovered the below as its top functions. This is intended to give you an instant insight into RoBO implemented functionality, and help decide if they suit your requirements.
            • Generate a fabolas problem
            • Train the GP
            • Normalization function
            • Train the model
            • Compute the MBO problem
            • Normalize data
            • Wrapper function for warmstart
            • Optimizes the objective function
            • Update the model
            • Run Bayesian Optimization
            • Perform an entropy search
            • Random search function
            • Compute the joint logarithm
            • Loads the MNIST dataset
            • Predict for each hyperparameters
            • R Compute the covariance matrix
            • Sample the representer points
            • Optimizes the distribution
            • Solve the objective function
            • Run the optimizer
            • Calculate the incumbent and return the incumbent value
            • Calculate the incumbent
            • Calculate the objective function
            • Save the solver to file
            • Compute the Kullback - Leibler divergence
            • Compute the transformation
            Get all kandi verified functions for this library.

            RoBO Key Features

            No Key Features are available at this moment for RoBO.

            RoBO Examples and Code Snippets

            No Code Snippets are available at this moment for RoBO.

            Community Discussions

            QUESTION

            Why does ExceptionInInitializerError occur when invoking HtmlCompat in an Android unit test using Robolectric?
            Asked 2022-Mar-21 at 13:56

            I am attempting to unit test a method that is part of my use case layer of an Android app. The method receives an XML RSS feed and returns it to the view model as GSON-parsed objects. The testing class is annotated with @RunWith(RobolectricTestRunner::class).

            The test fails because a java.lang.ExceptionInInitializerError (among others) is thrown by .fromHtml() within this method of the use case class:

            ...

            ANSWER

            Answered 2022-Mar-21 at 13:56

            I have discovered a solution. Add the following to the android section of the module build.gradle:

            Source https://stackoverflow.com/questions/71542971

            QUESTION

            How to resolve Error in parse(text = text, keep.source = FALSE) : when creating a Dataframe
            Asked 2022-Mar-13 at 10:22

            I'm trying to create a data frame with a glue package

            ...

            ANSWER

            Answered 2022-Mar-13 at 10:22

            I was able to find the solution to the problem

            in my previous script below

            Source https://stackoverflow.com/questions/71441074

            QUESTION

            IndexError: tuple index out of range when I try to create an executable from a python script using auto-py-to-exe
            Asked 2022-Feb-24 at 15:03

            I have been trying out an open-sourced personal AI assistant script. The script works fine but I want to create an executable so that I can gift the executable to one of my friends. However, when I try to create the executable using the auto-py-to-exe, it states the below error:

            ...

            ANSWER

            Answered 2021-Nov-05 at 02:20
            42681 INFO: PyInstaller: 4.6
            42690 INFO: Python: 3.10.0
            

            Source https://stackoverflow.com/questions/69776492

            QUESTION

            How to composer install using a package's composer.lock file?
            Asked 2022-Feb-16 at 07:57

            If I have:

            • a fresh project
            • no composer.lock
            • composer.json like the following
            ...

            ANSWER

            Answered 2022-Feb-16 at 07:52

            That's the way composer is supposed to work.

            Lockfiles for dependencies are ignored, that's by design. If the package you are using has broken version constraints (e.g. it says its compatible with ^2.1 of foo/bar, but in reality was only tested with versions >= 2.1.0 && <= 2.2.2, and installing version 2.3 of foo/bar breaks), it's either becuse foo/bar broke the semver promise, or because the package you depend on was not adequately tested.

            What you can do is simply add in your root composer.json:

            Source https://stackoverflow.com/questions/71134687

            QUESTION

            Can I run a list of Robo Scripts?
            Asked 2022-Feb-11 at 01:41

            Is there a way to run a list of Robo Scripts (locally or to Firebase Test Lab) instead of running them one by one?

            The way to run Robo Scripts locally one at a time is the following:

            java -jar crawl_launcher.jar --apk-file your_app.apk --app-package-name your.app.package.name --android-sdk path/to/android/sdk -—robo-script-file generated_script.json

            Moreover, is it possible to stop the App Crawler when the Robo Script is completed? (e.g. with a command in the script). Now, when the App Crawler completes the steps of the script proceeds to explore the app as usual with random actions.

            ...

            ANSWER

            Answered 2022-Feb-11 at 01:41

            QUESTION

            Unable to connect to MongoDB from Nest using Mongoose (locally)
            Asked 2021-Nov-24 at 10:53

            i have a weird fail from my nestjs application while connecting to mongodb using mongoose:

            ...

            ANSWER

            Answered 2021-Nov-24 at 10:53

            Following steps fixed the problem:

            1. File - Invalidate Chaches in IntelliJ, clear file system and local history, clear log caches and indexes, clear shared indexes. After that I got warning about my Node v16.
            2. Switch to Node v14, rm node_modules from project root and then run npm i.

            Source https://stackoverflow.com/questions/69985800

            QUESTION

            Unexpected output in c++ classes and copying objects to another object
            Asked 2021-Nov-23 at 20:25

            I have a robot class that has a pointer vector of ints (to store work done history), however when I copy an object of one robot to another and the first robot goes out of scope, and then I print the history of the robot it gives me a massive list of random numbers. I ve tried making my own copy constructor and setting _history to new objects _history value by value, but gives same response.

            ROBOT.h

            ...

            ANSWER

            Answered 2021-Nov-23 at 19:24

            When you destroy a robot, you destroy its work history. What happens when you copy a robot, is that it gets a copy of the pointer to the work history. In other words, the second robot has a pointer to exactly the same vector of integers that the first robot created.

            Now when the first robot is destroyed, it deletes the work history that it owns. This is why the second robot's work history is invalid when printed: that memory has been freed up.

            I can suggest two possible solutions to this. One is to implement the "Rule of 5" which, among other things, would allow you to specify (by defining a copy constructor and an assignment operator) how one robot could make a copy of another robot, including creation of a work history that it would own and which could not be deleted by the first robot. The other is to use a "Shared pointer" to manage the lifetime of the work history.

            Given that a work history sounds like something that should not be shared by multiple robots, I'd go for the first option.

            Source https://stackoverflow.com/questions/70086350

            QUESTION

            image and h4 elements are not coming side by side in React Material UI
            Asked 2021-Nov-13 at 13:46

            I am uisng material ui in react. Trying to put the image and h4 adjacent. but they align vertically. I tried to adjust the width but not working.

            ...

            ANSWER

            Answered 2021-Nov-12 at 12:39

            H4 is a block level element, that's why it moved to the next line. You can use flex to make them inline or make h4 an inline element using display property.

            In below code, I've used flex to make the children appear in the same row. You can find more information on flex here and its supported by all major browsers now.

            Your updated code.

            Source https://stackoverflow.com/questions/69942974

            QUESTION

            How to put these functions in Headers (C)
            Asked 2021-Nov-02 at 22:43

            Hey guys I am very new to C programming but i find it super interesting,

            I am currently working on a robot to improve my C skills, I am programming it so that it does not crash(with the help of its IR sensors)

            I want to be ableto make the C code i have written cleaner and more proffessional lets say, so far i have packed everything in the main(), all my functions/methods etc.

            I want to make header files for each switch case and/or function I have used in the main(). I have watched a few youtube tutorials and some google sites but i do not know how to implement it for my code I have written.

            IN ORDER FOR ME TO SHOW YOU WHAT I MEAN I HAVE TO POST THE WHOLE CODE BUT PLEASE HAVE SOME PATIENCE AND READ THROUGH IF YOU GUYS CAN. I know Stackoverflow does not reccommend posting the whole code.

            Anyways could you guys help me out? If you guys can show me how i can do that with a few examples I would very much appreciate it.

            And if you guys can give me a few pointers on how exactly to comment code that would be nice too. Yes pointers was a pun.

            The main.h has all the libraries neccassary for the robot.

            ...

            ANSWER

            Answered 2021-Nov-02 at 22:43

            Here is your dream code:

            Source https://stackoverflow.com/questions/69812779

            QUESTION

            IntellijIdea Mongo connection too slow and lack of capabilities
            Asked 2021-Oct-13 at 12:07

            I'm trying to use IntellijIdea in order to connect to MongoDB but it seems to work too slow. A simple read request might take up to 5 secs meanwhile Robo 3T works almost instantly. Is it a common and known behavior (some issue with mongo driver for example) or is it my local issue?

            Also I can't find how to manage collections\databases via GUI. Let's say I want to create a new database: I right-click in order to get a context menu, go to "new" section and everything I can do is to add a new datasource, driver or just jump to console. Also I can't find db users for the given database. There is just no such folder under selected db. Can I do such kind of management via IntellijIdea database GUI?

            ...

            ANSWER

            Answered 2021-Oct-13 at 12:07

            Unfortunately we found a problem with latest MongoDB driver, which causes slow operations. Please open up data source properties, switch to Drivers tab, select MongoDB and switch to v.1.11. And I've created 2 feature request based on your feedback, please follow and vote to get noticed on any updates:

            Source https://stackoverflow.com/questions/69542263

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

            Vulnerabilities

            No vulnerabilities reported

            Install RoBO

            You can download it from GitHub.
            You can use RoBO 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:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/automl/RoBO.git

          • CLI

            gh repo clone automl/RoBO

          • sshUrl

            git@github.com:automl/RoBO.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link