golearn | Machine Learning for Go | Machine Learning library

 by   sjwhitworth Go Version: Current License: MIT

kandi X-RAY | golearn Summary

kandi X-RAY | golearn Summary

golearn is a Go library typically used in Artificial Intelligence, Machine Learning applications. golearn has no bugs, it has no vulnerabilities, it has a Permissive License and it has medium support. You can download it from GitHub.

[Code Coverage] GoLearn is a batteries included machine learning library for Go. Simplicity, paired with customisability, is the goal. We are in active development, and would love comments from users out in the wild. Drop us a line on Twitter.
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              golearn has a medium active ecosystem.
              It has 8895 star(s) with 1219 fork(s). There are 431 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 75 open issues and 68 have been closed. On average issues are closed in 118 days. There are 8 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of golearn is current.

            kandi-Quality Quality

              golearn has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              golearn 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

              golearn releases are not available. You will need to build from source code and install.
              Installation instructions, examples and code snippets are available.

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            golearn Key Features

            No Key Features are available at this moment for golearn.

            golearn Examples and Code Snippets

            No Code Snippets are available at this moment for golearn.

            Community Discussions

            QUESTION

            Golearn models are implicit about independent variables (predictors) and targets (predicted)
            Asked 2020-Aug-23 at 13:10

            I am learning ML in Go. I was exploring Golearn Package in Go, for ML support. I am very confused with the way the model.fit and model.predict functions are implemented.

            For example in this example implementation of Knn Classifier from Golearn repo:

            ...

            ANSWER

            Answered 2020-Aug-23 at 13:10

            golearn ->knn implements k nearest neighbor algorithm. It is implemented by

            • parsing a csv file into a matrix

            • (Predict function) calculating distance between vectors using different algorithms

              • euclidian
              • manhattan
              • cosine

              while doing this step all non numerical fields are removed. The non numerical field is assumed as label for which this model is training.

            • Categories/Labels or Attributes defined in csv, are returned in prediction list, a pair of values of the form (index,predicted Attribute).

            How do I selectively pass in the predictors and predicted

            in knn you can do that by labeling your prediction target in csv as a non integer value. For example (Iris-setosa,Iris-versicolor).

            linear regression

            you can use AddClassAttribute(), this method is defined on DenseInstances struct which is the output of base.ParseCSVToInstances() method.

            the code to do that would look like

            Source https://stackoverflow.com/questions/63534929

            QUESTION

            Grid layout working differently on different phones
            Asked 2020-Apr-13 at 21:30

            I have following xml file:

            ...

            ANSWER

            Answered 2020-Apr-13 at 21:30

            What if you use the LinearLayout instead of grid, your buttons are static views:

            Set the LinearLayout orientation to vertical and the weight of items to 1.

            Source https://stackoverflow.com/questions/61196939

            QUESTION

            Why doesn't deferred function execute?
            Asked 2020-Mar-21 at 20:32

            I am trying hard to understand concurrency in Go.

            ...

            ANSWER

            Answered 2020-Mar-21 at 14:33

            for ... range over a channel terminates only once all values have been received from the channel and the channel has been closed.

            In your example you wish to close the channel in a deferred function, but that would only run when main() returns. But main() would only return if the loop would end. This is the cause of deadlock. The for loop waits for the channel to be closed, and closing the channel waits for the for loop to end.

            When you use a loop to receive exactly 5 values form the channel, it works because the launched goroutines sends 5 values on it. This loop doesn't wait for the channel to be closed, so the loop can end, and so can the main() function.

            That's why the sender should close the channel (not the receiver), and problem is solved immediately:

            Source https://stackoverflow.com/questions/60788950

            QUESTION

            Simple locking with buffered channels spinning
            Asked 2018-Jul-10 at 02:07

            The following is loosely based on Go in Practice (page 81):

            ...

            ANSWER

            Answered 2018-Jul-08 at 18:43

            There's no conditional logic present in your code whether to change *reap based on the status of lock, or whether to wait for the status of lock to change before proceeding with the update to *reap. Therefore you're getting multiple goroutines increasing *reap with no synchronization between them.

            Compare your implementation to the documented behavior of sync.Mutex, especially the block and wait behavior:

            Lock locks m. If the lock is already in use, the calling goroutine blocks until the mutex is available.

            Source https://stackoverflow.com/questions/51234951

            QUESTION

            How to match test columns with train data?
            Asked 2018-Jun-11 at 18:31

            Getting an error while trying to use naive bayes.

            ...

            ANSWER

            Answered 2018-Jun-11 at 18:31

            Obviously not a good practice as pointed by vivek but you here is the code if you want to do anyway:

            Source https://stackoverflow.com/questions/50792828

            QUESTION

            Is there any way to visualize decision tree (sklearn) with categorical features consolidated from one hot encoded features?
            Asked 2017-Oct-26 at 10:14

            Here is a link to a .csv file. This is a classic dataset that can be used to practice decision trees on!

            ...

            ANSWER

            Answered 2017-Oct-26 at 10:14

            It's probably simpler to just not use One-Hot Encoding but instead use some arbitrary integer codes for the categories of a specific feature.

            You can use pandas.factorize to integer-code categorical variables.

            Source https://stackoverflow.com/questions/46936276

            QUESTION

            how to change the format of the return value of 'mnist.load_data()' to 'mnist_train.csv' in Keras?
            Asked 2017-Oct-20 at 13:10

            I use Keras.

            ...

            ANSWER

            Answered 2017-Oct-20 at 13:10
            (X_train, y_train), (X_test, y_test) = mnist.load_data()
            

            Source https://stackoverflow.com/questions/46846502

            QUESTION

            Convert type from struct table to base.FixedDataGrid in GO
            Asked 2017-May-04 at 08:47

            i'm having a trouble converting my struct table to fixedDataGrid, because i need my data to be a fixedDataGrid so that i can use machine learning methods from GoLearn lib.

            My struct is like this:

            ...

            ANSWER

            Answered 2017-May-02 at 10:46

            base.FixedDataGrid is an interface, so what you need to do is to implement that interface, that is, implement all of its methods, on the type you want to use as FixedDataGrid.

            Since you want to use []dataStruct, a slice of dataStructs, which is an unnamed type, as FixedDataGrid you will have to declare a new type to be able to add methods to it because you can add methods only to named types. For example something like this:

            Source https://stackoverflow.com/questions/43733221

            QUESTION

            using shared preferences on AsyncTask class for display data
            Asked 2017-Jan-09 at 11:34

            I'm stuck here.The problem is i have to access a SharedPreferences value and need it in an AsyncTask class. How i can access it in My AsyncTask ?. I need it for display data in JSON. When I try to acces it, "JSON parsing error : No Value lokasi" This is my code to take shared preferences. I wan't to display with the following code :

            ...

            ANSWER

            Answered 2017-Jan-09 at 10:41

            Usually AsyncTask should not be complicated. Internally it is the thread and We use a thread only for specific task, so keep it as simple as possible and specific to that single task only.

            If you want shared preferences values inside AsyncTask, pass those as parameters. It is simple and modular.

            Source https://stackoverflow.com/questions/41545987

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

            Vulnerabilities

            No vulnerabilities reported

            Install golearn

            See [here](https://github.com/sjwhitworth/golearn/wiki/Installation) for installation instructions.
            [English](https://github.com/sjwhitworth/golearn/wiki)
            [中文文档(简体)](doc/zh_CN/Home.md)
            [中文文档(繁体)](doc/zh_TW/Home.md)

            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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            https://github.com/sjwhitworth/golearn.git

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            gh repo clone sjwhitworth/golearn

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            git@github.com:sjwhitworth/golearn.git

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