microbe | Neural Network Library - Java | Machine Learning library

 by   krzysztof-magosa Java Version: Current License: Apache-2.0

kandi X-RAY | microbe Summary

kandi X-RAY | microbe Summary

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

Microbe is easy to use Artificial Neural Network library. Project started in June 2014 so give it a time please! :). Project goals: * easy to understand, flexible architecture * clear, object oriented code * well tested by unit tests. Currently library supports: * multi layer feed forward networks * training: * back propagation of error * adaptive learning rate * several transfer functions: * linear * step * hyperbolic tangent * sigmoid * converting data to form suitable for neural networks: * images.
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            kandi-support Support

              microbe has a low active ecosystem.
              It has 4 star(s) with 0 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              microbe has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of microbe is current.

            kandi-Quality Quality

              microbe has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              microbe 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

              microbe releases are not available. You will need to build from source code and install.
              microbe has no build file. You will be need to create the build yourself to build the component from source.

            Top functions reviewed by kandi - BETA

            kandi has reviewed microbe and discovered the below as its top functions. This is intended to give you an instant insight into microbe implemented functionality, and help decide if they suit your requirements.
            • Trains the current learning rate .
            • Down samples to one pixel .
            • Propagate the back - propagation gradient to the output layer .
            • Start a teacher .
            • Returns the squared error error
            • Creates the bias .
            • Create a new feed forward layer .
            • Make an array of doubles .
            • Get RGB value as RGB .
            • Transfers data to a network .
            Get all kandi verified functions for this library.

            microbe Key Features

            No Key Features are available at this moment for microbe.

            microbe Examples and Code Snippets

            No Code Snippets are available at this moment for microbe.

            Community Discussions

            QUESTION

            Create multiiple rmarkdown reports with one dataset
            Asked 2020-Nov-15 at 11:15

            I would like to create several pdf files in rmarkdown.

            This is a sample of my data:

            ...

            ANSWER

            Answered 2020-Nov-15 at 11:09

            In order to directly create a pdf from your rmd-file , you could use the following function in a separate R script where your data is loaded, and then use map from the purrr package to iterate over the data (in the rmd-file the output must be set to pdf_document):

            Source https://stackoverflow.com/questions/64835932

            QUESTION

            loop through data instead of indexing in R
            Asked 2020-Nov-14 at 07:55

            I am trying to convert my data into a html document using Rmarkdown, and I am currently relying on conversion to vectors and indexing to solve my problem.

            Although my sample data has 4 observations, my actual datasets has over 30 records, so indexing seems cumbersome and unnatural.

            Is there a better way to pull out each of these elements in sequence? Any suggestions would be great.

            ...

            ANSWER

            Answered 2020-Nov-13 at 19:20

            If we need to create objects in the global env, subset the columns of data into a list, rename it and use list2env

            Source https://stackoverflow.com/questions/64826644

            QUESTION

            Android: Firebase ViewModel Architecture
            Asked 2020-Apr-13 at 18:45

            I have viewModel class, firebase class, and a fragment.

            In the fragment I'm observing microbes list from viewModel:

            ...

            ANSWER

            Answered 2020-Apr-13 at 18:45

            Passing owner would not be a good option, instead you should define a livedata in ypur firebase class, while fetching data from viewmodel' fetchMicrobe() start observing Livedata passed from Firebase class, when response is received, post data to livedata, and as you are already observing this livedata in viewmodel class, set here your list. Thus without passing your owner you will be able to fetch data, Your code will be decoupled, will follow best practices and will be helpful in testing your code.

            Source https://stackoverflow.com/questions/61194295

            QUESTION

            statistics on a list of data frames
            Asked 2019-Oct-31 at 21:24

            I have a list of two data frames d$1 for ctrl patients, d$2 for sick patients. Each df contains microbes Relative abundance from 3 patients:

            ...

            ANSWER

            Answered 2019-Oct-31 at 21:24

            You need to loop through the taxa instead of the original list that contains the two data frames. Below I slightly edited the code, it should perform the pairwise test. I simulated the data to have something similar to what you have..

            Source https://stackoverflow.com/questions/58648472

            QUESTION

            Make all possible sentences from a dictionary python
            Asked 2019-Aug-20 at 20:23

            I have a sentence (Send me bugs from yesterday) and it was converted with synonyms for each word to a dictionary like this:

            ...

            ANSWER

            Answered 2019-Aug-20 at 20:15

            This is a job for itertools: put your lexical components into a list in order. Feed that list of lists to product. It will return a sequence of word lists. Join each returned list into a sentence, and print.

            from itertools import product

            Source https://stackoverflow.com/questions/57580850

            QUESTION

            RegEx string works when directly assigned in Python, but not from a PostgreSQL database
            Asked 2018-Jun-11 at 09:16

            I have a working routine to determine the categories a news item belongs to. The routine works when assigning values in Python for the title, category, subcategory, and the search words as RegExp.

            But when retrieving these values from PostgreSQL as strings I do not get any errors, or results from the same routine.

            I checked the datatypes, both are Python strings.

            What can be done to fix this?

            ...

            ANSWER

            Answered 2018-Jun-11 at 09:16

            I'm pretty sure that what you get back from PostgreSQL is not a raw string literal, hence your RegEx is invalid. You will have to escape the backslashes in your pattern explicitly in the DB.

            Source https://stackoverflow.com/questions/50793945

            QUESTION

            Android on Back Pressed for multiple child activity not working
            Asked 2018-Feb-13 at 18:05

            I am facing issue while doing the back button pressed, I have three activity which contains list view.The first click on Listview item in HomeActivity will open another Listview2 in subListAntivity then click on second Listview it will open Listview3 in SubList2Activity then click on Listview3 it will open QuizActivity.

            The view hierarchy is like

            HomeActivity ==> subListAntivity ==> SubList2Activity ==>QuizActivity

            I Override onBackPressed method it is working for above two hierarchy. While back from SubList2Activity to subListAntivity it is showing empty list.

            I am passing extras in one view to another view based on selected item I am showing second Activity.

            ...

            ANSWER

            Answered 2018-Feb-13 at 17:30

            It looks like you're not saving your bundle data in onSaveInstanceState method.

            Take a look at Saving and restoring activity state part of this article:

            https://developer.android.com/guide/components/activities/activity-lifecycle.html

            In your onCreate method you have to put an if like this one:

            Source https://stackoverflow.com/questions/48771939

            QUESTION

            Android Firebase - Check Duplicate
            Asked 2018-Jan-03 at 13:07
            private void examineData() {
              final String labelnum = "microbe A";
              databaseReference.addListenerForSingleValueEvent(new ValueEventListener() {
                @Override
                public void onDataChange(DataSnapshot dataSnapshot) {
                  if (!dataSnapshot.child(labelnum).exists()) {
                    Toast.makeText(AddMicrobe.this, "Data Does Not Exist", Toast.LENGTH_SHORT).show();
                  } else {
                    Toast.makeText(AddMicrobe.this, "Data Exist", Toast.LENGTH_SHORT).show();
                  }
                }
            
                @Override
                public void onCancelled(DatabaseError databaseError) {
            
                }
              });
            }
            
            ...

            ANSWER

            Answered 2018-Jan-03 at 13:02

            If you are using .child(labelnum) in which labelnum is initialized with the value of microbe A, you are checking if the key microbe A exists. But this not what you want. Using this code you are not checking if the value of labelnum key is microbe A.

            To solve this, you need to check if the value of the labelnum key is microbe A. So please use the following line of code:

            Source https://stackoverflow.com/questions/48077753

            QUESTION

            How to detect collision between object made of bezier curves and a circle?
            Asked 2017-Dec-31 at 16:58

            So I've wrote a microbe animation. It's all cool, but I think that it would be even better, if the microbe would be able to eat diatoms, and to destroy bubbles.

            The issue is that the microbe is made of bezier curves. I have no idea how to check collision between object made of bezier curves, and a circle in a reasonable way. The only thing that comes to my mind, is to paint the microbe shape and bubbles a hidden canvas, and then check if they paint to the same pixels. But that would cause big performance issues IMHO.

            Code: https://codepen.io/michaelKurowski/pen/opWeKY

            class Cell is the cell, while class CellWallNode is a node of bezier curve, in case if somebody needs to look up the implementation.

            The bubbles and diatoms can be easily simplified to circles.

            ...

            ANSWER

            Answered 2017-Dec-30 at 14:00

            I had created an animation of bubbles in which al the circle will expand which are 50px neer to the mouse. so here is the trick. you can just simply change mouseX,mouseY with your microbe's X and Y coordinates and 50 to the radius of your microbe. And when my bubbles get bigger, so there you can destroy you air bubbles. here is the link to my Animation. https://ankittorenzo.github.io/canvasAnimations/Elements/Bubbles/

            here is the link to my GitHub Code. https://github.com/AnkitTorenzo/canvasAnimations/blob/master/Elements/Bubbles/js/main.js

            Let Me Know if you have any problem.

            Source https://stackoverflow.com/questions/48034420

            QUESTION

            MongoDB nested aggregation not finding inner collection
            Asked 2017-Dec-06 at 03:20

            I am new to Stack and MongoDB. I have adjusted my codes based on other posts but couldn't figure out where i went wrong. I have three collections. Microbe is connected to Activities (1 to M) and Activities to Bio-Activities (1 to M). I would like to show the nest from Microbe until Bio-Activities in the form of an array.

            ...

            ANSWER

            Answered 2017-Dec-05 at 14:37

            It's a silly mistake which I think you overlooked. In your second $lookup, localField should be "activities.code" like this,

            Source https://stackoverflow.com/questions/47650772

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

            Vulnerabilities

            No vulnerabilities reported

            Install microbe

            You can download it from GitHub.
            You can use microbe 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 microbe 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

            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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