golearn | Machine Learning for Go | Machine Learning library
kandi X-RAY | golearn Summary
kandi X-RAY | golearn Summary
[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 Key Features
golearn Examples and Code Snippets
Community Discussions
Trending Discussions on golearn
QUESTION
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 13:10golearn
->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 incsv
, 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
QUESTION
I have following xml file:
...ANSWER
Answered 2020-Apr-13 at 21:30What 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.
QUESTION
I am trying hard to understand concurrency in Go.
...ANSWER
Answered 2020-Mar-21 at 14:33for ... 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:
QUESTION
The following is loosely based on Go in Practice (page 81):
...ANSWER
Answered 2018-Jul-08 at 18:43There'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.
QUESTION
Getting an error while trying to use naive bayes.
...ANSWER
Answered 2018-Jun-11 at 18:31Obviously not a good practice as pointed by vivek but you here is the code if you want to do anyway:
QUESTION
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 10:14It'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.
QUESTION
I use Keras.
...ANSWER
Answered 2017-Oct-20 at 13:10(X_train, y_train), (X_test, y_test) = mnist.load_data()
QUESTION
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 10:46base.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 dataStruct
s, 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:
QUESTION
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 10:41Usually 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.
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