moses | MOSES Machine Learning : Meta-Optimizing Semantic | Machine Learning library

 by   opencog C++ Version: Current License: Non-SPDX

kandi X-RAY | moses Summary

kandi X-RAY | moses Summary

moses is a C++ library typically used in Artificial Intelligence, Machine Learning applications. moses has no bugs, it has no vulnerabilities and it has low support. However moses has a Non-SPDX License. You can download it from GitHub.

MOSES is a machine-learning tool; it is an "evolutionary program learner". It is capable of learning short programs that capture patterns in input datasets. These programs can be output in either the combo programming language, or in python. For a given data input, the programs will roughly recreate the dataset on which they were trained. MOSES has been used in several commercial applications, including the analysis of medical patient and physician clinical data, and in several different financial systems. It is also used by OpenCog to learn automated behaviors, movements and actions in response to perceptual stimulus of artificial-life virtual agents (i.e. pet-dog game avatars). Future plans including using it to learn behavioral programs that control real-world robots, via the OpenPsi implementation of Psi-theory and ROS nodes running on the OpenCog AtomSpace. The term "evolutionary" means that MOSES uses genetic programming techniques to "evolve" new programs. Each program can be thought of as a tree (similar to a "decision tree", but allowing intermediate nodes to be any programming-language construct). Evolution proceeds by selecting one exemplar tree from a collection of reasonably fit individuals, and then making random alterations to the program tree, in an attempt to find an even fitter (more accurate) program. It is derived from the ideas forumlated in Moshe Looks' thesis, "Competent Program Evolution", 2006 (Washington University, Missouri) Moshe is also one of the primary authors of this code.
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              moses has a low active ecosystem.
              It has 112 star(s) with 87 fork(s). There are 46 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 13 open issues and 16 have been closed. On average issues are closed in 146 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of moses is current.

            kandi-Quality Quality

              moses has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              moses has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              moses 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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            moses Key Features

            No Key Features are available at this moment for moses.

            moses Examples and Code Snippets

            No Code Snippets are available at this moment for moses.

            Community Discussions

            QUESTION

            Changing value in Map dose not change actual value in dart
            Asked 2021-Jun-02 at 13:32

            In the fallowing code example, I created a class that maintains a Map with some values. The class has a "clear" method to clear the values in the map. However, calling the clear method dose not clear the actual values on the map.

            Any ideas?

            ...

            ANSWER

            Answered 2021-Jun-02 at 13:32

            In a foreach loop you do not modify the actual map, because you are working with a copy of the map values. It's not a reference or something. So this code:

            Source https://stackoverflow.com/questions/67805703

            QUESTION

            How do you resize grViz object in the DiagrammeR package
            Asked 2021-May-26 at 09:16

            Am struggling to resize the grViz object in the DiagrammeR package. I would want for instance the object of to be of size 18cm wide and a height of 14cm. When I try the height and width properties in the package, I don't seem to get the right measurement. Or alternatively is there a way to save the grViz as an image so one can just pull that image in the Rmarkdown?

            Here is code:

            ...

            ANSWER

            Answered 2021-May-26 at 09:16

            You can save it as an image using -

            Source https://stackoverflow.com/questions/67701686

            QUESTION

            How can I loop over an array of arrays created with flat()?
            Asked 2021-May-24 at 11:39

            I have combined 3 JSON files into a single array using flat(), and then looped through the array to output its contents in the console. It outputs an array of arrays created from the 3 JSON files below.

            Here's the console output:

            ...

            ANSWER

            Answered 2021-May-24 at 11:39

            I'm not sure if this is exactly what you wanted, cause you didn't specify exact output, but I think you get a point how can it be done.

            Object.entries / Object.keys / Object.values is something what you are looking for:

            Source https://stackoverflow.com/questions/67664655

            QUESTION

            Hiding output of stepAIC in Rmarkdown
            Asked 2021-May-11 at 20:23

            How best will I hide the output of stepAIC from the output in the Rmarkdown. I tried echo = FALSE, message = FALSE but it would not work. Any leads kindly?

            ...

            ANSWER

            Answered 2021-May-11 at 20:23

            Set trace=0 ? From ?MASS::stepAIC,

            trace: if positive, information is printed during the running of ‘stepAIC’. Larger values may give more information on the fitting process.

            This is the best way to do it, but if you couldn't do that then capture.output() would also work:

            Source https://stackoverflow.com/questions/67493841

            QUESTION

            Unable to print the properties from same class in c#
            Asked 2021-May-06 at 03:20

            Write a C# program that gets a person's date of birth as input and calculates his/her age and display the age. The program should also check whether the person is an adult or child. Display the results as given in the sample output. Create a class called Person. Create fields, properties and method as given below.enter image description here

            Create objects for person from a class called Program that contains the Main method and display the details from the DisplayDetails method.

            Note:

            Don't create new namespaces.

            Create classes with pubic access specifier.

            Follow the naming conventions strictly.

            Sample input : 1

            Enter first name

            Alice

            Enter last name

            Moses

            Enter date of birth in yyyy/mm/dd/ format

            1998/12/23

            Sample Output : 1

            First Name: Alice

            Last Name: Moses

            Age: 19

            Adult

            Sample input : 2

            Enter first name

            Joe

            Enter last name

            Noel

            Enter date of birth in yyyy/mm/dd/ format

            2002/10/15

            Sample Output : 2

            First Name: Alice

            Last Name: Moses

            Age: 17

            Child

            When I am trying to run the below code it is not printing the stages i.e Adult or child, I do not understand what I am doing wrong here.

            ...

            ANSWER

            Answered 2021-May-05 at 20:46

            You never set the 'stages' field.

            Source https://stackoverflow.com/questions/67408225

            QUESTION

            Is there a way to change "_" in referent category in the gtsummary to "Ref" or any other string?
            Asked 2021-Apr-23 at 09:19

            I have tried to change the "_" to "Ref" but I cannot get my head around it. Changing the "-" too may be 1 would be nice. The desired output is https://www.dropbox.com/scl/fi/9bmrggkdtoegkmbad1bmz/gtsummaryreference.docx?dl=0&rlkey=608mna8aqn0zcjoeh6iest08b

            ...

            ANSWER

            Answered 2021-Apr-23 at 09:19

            The link with the desired output does not work for me. But here's an example how the em-dashes can be modified.

            Source https://stackoverflow.com/questions/67225238

            QUESTION

            Pandas apply function to multiple columns, using value from another dataframe
            Asked 2021-Apr-21 at 09:17

            I have a dataframe with some examples, and another dataframe representing a population. For each numeric column in the examples df, I want to calculate the Cumulative Distribution Function of those values with respect to the population df.

            This relies on column-wise mean and std values from the population df - and I can't find a way properly refer to these mean and std values in my apply function.

            Here is a simplified example of what I'm trying:

            The examples:

            ...

            ANSWER

            Answered 2021-Apr-21 at 09:17

            If we look at mu and sig, we see they are series and have values for each numeric column:

            Source https://stackoverflow.com/questions/67192441

            QUESTION

            Allocate random priority in priority queue?
            Asked 2021-Apr-18 at 20:44

            I am working on assigning random priorities (i.e. high, medium, low) to a list for a ServiceDesk assignment.

            Before that, I was wondering how to go about storing (and printing) an array in said priority queue. This is currently what I have.

            *UPDATED CODE

            ...

            ANSWER

            Answered 2021-Apr-18 at 02:33

            Sounds like you are asking for help on how to get started. You are asking for help on learning to learn. Here is how I would approach your problem:

            Apparently you are supposed to use a priority queue.

            1. Write a tiny program that makes a priority queue and stores strings into it, then prints them out.
            2. Define a class and store instances of that class into the priority queue instead of strings.
            3. Modify the sort criteria on the priority queue and notice that the printed sequence changes according to the sort criteria.
            4. Write a function that creates one class instance with random values.
            5. Write a function that creates all 100 class instances.
            6. Declare victory.

            Source https://stackoverflow.com/questions/67144467

            QUESTION

            can't run swig tutorial for python
            Asked 2021-Apr-08 at 03:25

            I have tried to no avail to run swig python tutorial, I have checked many similar questions but none solves my issue, I am using

            windows *, 64 bit

            SWIG Version 4.0.2

            Compiled with i686-w64-mingw32-g++ [i686-w64-mingw32]

            Configured options: +pcre

            The example in particular deals with a gcd function written in C;

            ...

            ANSWER

            Answered 2021-Apr-08 at 03:25

            Your example.i file needs to add the exports to the wrapper, as well as process them by SWIG:

            Source https://stackoverflow.com/questions/66995429

            QUESTION

            How to fix this bug in random array
            Asked 2021-Feb-28 at 11:08

            I'm currently working on this simple application to create a quiz of ten questions and make it random. This is my progress so far, the questions are random which is what I need, but the problem is the questions are repeating and I only need them to show once. Please help me to fix this bug.

            activity_quiz.xml:

            ...

            ANSWER

            Answered 2021-Feb-27 at 19:15
            Eager initialization
            1. Create a shuffled list of questions
            2. Iteratively use the questions based on the shuffled order
            Shuffle

            Source https://stackoverflow.com/questions/66402416

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

            Vulnerabilities

            No vulnerabilities reported

            Install moses

            Just say sudo make install after finishing the build.

            Support

            Documentation can be found in the /docs directory, which includes a "QuickStart.pdf" that reviews the algorithms and data structures used within MOSES. A detailed man-page can be found in /moses/moses/man/moses.1. There is also a considerable amount of information in the OpenCog wiki: http://wiki.opencog.org/w/Meta-Optimizing_Semantic_Evolutionary_Search.
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          • HTTPS

            https://github.com/opencog/moses.git

          • CLI

            gh repo clone opencog/moses

          • sshUrl

            git@github.com:opencog/moses.git

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