modeldb | Open Source ML Model Versioning , Metadata , and Experiment | Machine Learning library

 by   VertaAI Java Version: 2.0.4 License: Apache-2.0

kandi X-RAY | modeldb Summary

kandi X-RAY | modeldb Summary

modeldb is a Java library typically used in Manufacturing, Utilities, Machinery, Process, Artificial Intelligence, Machine Learning, Tensorflow applications. modeldb has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

Open Source ML Model Versioning, Metadata, and Experiment Management
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              modeldb has a medium active ecosystem.
              It has 1605 star(s) with 273 fork(s). There are 71 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 83 open issues and 54 have been closed. On average issues are closed in 154 days. There are 79 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of modeldb is 2.0.4

            kandi-Quality Quality

              modeldb has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              modeldb 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

              modeldb releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed modeldb and discovered the below as its top functions. This is intended to give you an instant insight into modeldb implemented functionality, and help decide if they suit your requirements.
            • Gets the query predicates from a list of predicates .
            • Retrieves a list of all datasets that match the given query parameters .
            • Sets the commit from a given repository version .
            • Performs a post - visit operation on the given objects .
            • Returns a list of all available experiments .
            • Gets new telemetry data from database .
            • Insert a new Experiment run .
            • Migrate projects to projects .
            • Filters a list of datasets based on the repository version and commit hash .
            • Process hyperparams predicate .
            Get all kandi verified functions for this library.

            modeldb Key Features

            No Key Features are available at this moment for modeldb.

            modeldb Examples and Code Snippets

            No Code Snippets are available at this moment for modeldb.

            Community Discussions

            QUESTION

            Protocol with associatedtype conformance with generic gives compiler error
            Asked 2021-May-17 at 00:40

            I'm trying to make a DB mock to test some UI implementations, but compiler keeps giving me the following error: Type 'DBClientMock' does not conform to protocol 'DBClient'

            This is my code...

            ...

            ANSWER

            Answered 2021-May-17 at 00:40

            It doesn't conform because you declared another Error type inside the class, so everywhere where you use Error in the required methods, it uses DBClientMock.Error instead of the protocol-required Swift.Error.

            Either rename DBClientMock.Error to something else, or change the Error in methods to Swift.Error, like below:

            Source https://stackoverflow.com/questions/67562705

            QUESTION

            NotImplementedError: Operator 'getitem' is not supported on this expression
            Asked 2021-Jan-21 at 06:24

            I wrote an SQL query to create a view for the database I'm working on and the query works as expected:

            ...

            ANSWER

            Answered 2021-Jan-21 at 06:24

            It looks like in the following line:

            max_date = select(max(cls.prediction_model.c.created_datetime)).\

            you're using Python's max function, rather than passing the sql max function. Can you try using max from sqlalchemy instead? It sits in the func module. So write:

            max_date = select([func.max(cls.prediction_model.c.created_datetime)]).\

            Note that you also need to use a list in your select query, hence the added [ ].

            On another note, if the ForeignKey relationships have been defined correctly in your table definitions, you don't need to tell sqlalchemy explicitely how to do the join. So in that case you could get away with something like:

            Source https://stackoverflow.com/questions/65784911

            QUESTION

            The geom_text label does not want to dodge on my bar chart
            Asked 2020-Jul-30 at 13:35

            I have an issue with the labels on my bar plot. I have tried different solutions from this website but nothing changes.

            Here is a sample of my data:

            ...

            ANSWER

            Answered 2020-Jul-30 at 13:15

            Using the great suggestion from @teunbrand, this could help:

            Source https://stackoverflow.com/questions/63173346

            QUESTION

            using String.Split in a LINQ Where clause not working
            Asked 2020-Apr-21 at 13:51

            I have below LINQ query:

            ...

            ANSWER

            Answered 2020-Apr-21 at 13:51

            As stays in the message split will be not supported in the linq to sql and if you want to get result without additional methods, using Contains() should give you required result

            Source https://stackoverflow.com/questions/61344820

            QUESTION

            Use variable to sort MySQL table
            Asked 2019-Dec-10 at 19:01

            I want to use the name variable to sort my SQL table.

            ...

            ANSWER

            Answered 2019-Dec-10 at 16:47

            Welcome to programming,

            you should echo your SQL query like below to evaluate what kind of query your input generates.

            echo 'SELECT ID, modelName, datecreated FROM modeldb ORDER BY "' . $name . '"'

            you will find that the " are not required at all.

            one rule of programming is that never trust the user input. here you are injecting the data which you received from $_POST so you should validate your input like

            Source https://stackoverflow.com/questions/59271819

            QUESTION

            Changing upload controller from supporting .xlsx to .csv
            Asked 2019-Nov-02 at 01:54

            I have an MVC application which allows an admin user to upload 2 different excel file onto the system; the controller then creates a dataset with the excel data and then populates either a "Schools" or a "School2" database with the dataset using an SqlBulkCopy.

            These uploads work perfect when I test them locally using IIS Express, although the same version deployed to AWS elastic beanstalk throws an error when I press the import button. As far as I am aware, this is due to my AWS RDS needing access to the OleDB provider jet drivers; something which I can not do because these drivers can not just be installed on an AWS RDS like they can be on an EC2 instance.

            So my plan is to change my upload controller around to accept .csv files instead of excel files. This should solve my problem and allow my upload buttons to work after being deployed on AWS. Could someone help me/point me in the right direction to change my controller to support .csv instead of excel please?

            Upload Controller:

            ...

            ANSWER

            Answered 2019-Nov-02 at 01:54

            My first advice is to do bulk inserts in the DBMS, not in code. Doing them via code is only prone to add addtional issues.

            As far as parsing the .xlsx files go, the OleDB driver is propably unessesary. There are a few basic rules for working with office formats:

            • if you can limit it to the new ones (.xlsx), you can use the OpenXML SDK. Or any of the Wrappers people made around it. Or even just the .ZipArchive and XMLReader classes.
            • if you need to support the old formats (.xls) too, you got to use the (t)rusty Office COM Interop. This has all the usual issue of COM Interop, and aditionally needs office installed and a Interactive session
            • for any given Display Technology and Problem, there might be a 3rd option. But those are few and far in between. As we always got the Interop to fall back on, we never developed a complete Office processing class like so many other languages have.

            I would put OlebDB in that last category - a rare and very specific solution.

            It always advise for using the first option.

            And Officer COM Interop should be silently burried, with the old formats being removed from the file format options. Considering this is a WebApplication that will likely run as services, you will not get the nesseary interactive session anyway.

            Of course accepting .csv is also an option. And indeed Excel has full .CSV support.

            Source https://stackoverflow.com/questions/58667613

            QUESTION

            JSONArray data won't show on Fragment
            Asked 2018-Nov-19 at 06:13

            I'm having problems with showing JSONArray data on the Fragment. I am verified my links, Strings etc. But on the Debug console my request showing correct. I am suspecting JSONArray request but i can't find any errors.

            Please, help!

            ...

            ANSWER

            Answered 2018-Nov-19 at 06:04

            It looks like you didn't update list of modelDB's inside adapter after the parsing of a network call result.

            Source https://stackoverflow.com/questions/53369029

            QUESTION

            I could not connect to database instance created with Entity Framework generated from model
            Asked 2018-Jun-22 at 14:32

            I created a web application and a model. Then I generated a dbcontext class and a database instance. After I built the project, I tried to connect to that database from Server Explorer in Visual Studio, but could not connect.

            I tried to test connection but got an error:

            This connection cannot be tested because the specified database does not exist or is not visible to the specified user

            Whenever I tried to scaffold view or controller I got this error:

            Unable to retrieve metadata for ... one or more validation errors were detected during model generation
            ModelsTable is based on type TestModel that has no keys defined.

            When I created database object in controller class and write query got same error no key defined.

            Also made updates on packages and tried again. I think my connection string is correct.

            Here is my model.

            ...

            ANSWER

            Answered 2018-Jun-22 at 14:32

            Are you using Code First? If so I think you need to generate migrations. In visual studio go to Package Manager Console and run this commands:

            • Add-Migration "modelClassName"
            • Update-Database –Verbose

            For more information refer to this link: https://msdn.microsoft.com/en-us/library/jj591621(v=vs.113).aspx

            You are missing the set; in the field ID.

            Source https://stackoverflow.com/questions/50952936

            QUESTION

            AutoMapper Multiple Classes in One Class ViewModel With Properties From each class
            Asked 2018-Jun-16 at 18:04

            I've got classes like this

            ...

            ANSWER

            Answered 2018-Jun-16 at 18:04

            Unfortunately there is no out of the box way to do that. But you can create a Custom Naming Convention like this:

            Source https://stackoverflow.com/questions/50570695

            QUESTION

            Navigation properties not loading - eager Loading
            Asked 2018-Feb-05 at 20:56

            I have little experience with the Entity Framework. I am trying to use the Eager Loading but it seems that I am doing something wrong.

            Although I am using the "include" in my query, the navigation property "Subjects" of the Department class, is not loading.

            Below you can find the 2 POCO, DBContext and the Main method.

            The output is just the title of the department ("Computer Science"), instead to display the related subjects ("Java","C#","C++").

            ...

            ANSWER

            Answered 2018-Feb-05 at 19:22

            The main issue is that you are initializing the reference navigation property (aDepartment = new Department();) which is confusing the EF infrastructure and prevents it working properly. Initializing collection navigation properties is ok (although not mandatory), but never do that for reference navigation properties.

            Removing the above line from the Subject constructor will fix the issue. Additionally, although it somehow works in your case (surprisingly to me), better follow the naming conventions and don't call navigation property aDepartment, but simply Department to line up with the DepartmentID FK property.

            Here is the corrected working version of the Subject entity:

            Source https://stackoverflow.com/questions/48629462

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

            Vulnerabilities

            No vulnerabilities reported

            Install modeldb

            You can download it from GitHub.
            You can use modeldb like any standard Java library. Please include the the jar files in your classpath. You can also use any IDE and you can run and debug the modeldb component as you would do with any other Java program. Best practice is to use a build tool that supports dependency management such as Maven or Gradle. For Maven installation, please refer maven.apache.org. For Gradle installation, please refer gradle.org .

            Support

            Official documentation for ModelDB can be found here.
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