moses | MOSES Machine Learning : Meta-Optimizing Semantic | Machine Learning library
kandi X-RAY | moses Summary
kandi X-RAY | moses Summary
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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QUESTION
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 13:32In 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:
QUESTION
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 09:16You can save it as an image using -
QUESTION
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 11:39I'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:
QUESTION
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 20:23Set 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:
QUESTION
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 20:46You never set the 'stages' field.
QUESTION
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 09:19The link with the desired output does not work for me. But here's an example how the em-dashes can be modified.
QUESTION
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 09:17If we look at mu
and sig
, we see they are series and have values for each numeric column:
QUESTION
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 02:33Sounds 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.
- Write a tiny program that makes a priority queue and stores strings into it, then prints them out.
- Define a class and store instances of that class into the priority queue instead of strings.
- Modify the sort criteria on the priority queue and notice that the printed sequence changes according to the sort criteria.
- Write a function that creates one class instance with random values.
- Write a function that creates all 100 class instances.
- Declare victory.
QUESTION
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 03:25Your example.i file needs to add the exports to the wrapper, as well as process them by SWIG:
QUESTION
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- Create a shuffled list of questions
- Iteratively use the questions based on the shuffled order
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