evolvable | An evolutionary computation framework | Machine Learning library

 by   mattruzicka Ruby Version: v1.2.0 License: MIT

kandi X-RAY | evolvable Summary

kandi X-RAY | evolvable Summary

evolvable is a Ruby library typically used in Healthcare, Pharma, Life Sciences, Artificial Intelligence, Machine Learning applications. evolvable has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

An evolutionary framework for writing programs that use operations such as selection, crossover, and mutation. Explore ideas generatively in any domain, discover novel solutions to complex problems, and build intuitions about intelligence, complexity, and the natural world. Subscribe to the Evolvable Newsletter to slowly learn more, or keep reading this contextualization of the full documentation.
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            kandi-support Support

              evolvable has a low active ecosystem.
              It has 41 star(s) with 0 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              evolvable has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of evolvable is v1.2.0

            kandi-Quality Quality

              evolvable has 0 bugs and 0 code smells.

            kandi-Security Security

              evolvable has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              evolvable code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              evolvable 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

              evolvable releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.
              evolvable saves you 190 person hours of effort in developing the same functionality from scratch.
              It has 469 lines of code, 69 functions and 19 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed evolvable and discovered the below as its top functions. This is intended to give you an instant insight into evolvable implemented functionality, and help decide if they suit your requirements.
            • Initializes the model .
            • Generate a set of sequences
            • Creates a new merge_group .
            • Evaluate the goal
            • Normalize a config hash
            • Builds a map from the given hash .
            • Creates two hashes from two hashes .
            • Convert the default argument to a hash
            • Initializes a new Plan .
            • Extract a config hash from the config file
            Get all kandi verified functions for this library.

            evolvable Key Features

            No Key Features are available at this moment for evolvable.

            evolvable Examples and Code Snippets

            Evolvable Population Hooks
            Rubydot img1Lines of Code : 18dot img1License : Permissive (MIT)
            copy iconCopy
            class HelloWorld
              include Evolvable
            
              def self.before_evolution(population)
                best_evolvable = population.best_evolvable
                evolutions_count = population.evolutions_count
                puts "#{best_evolvable} - Generation #{evolutions_count}"
              end
            
              # .  
            Step 2
            Rubydot img2Lines of Code : 18dot img2License : Permissive (MIT)
            copy iconCopy
            class HelloWorld
              include Evolvable
            
              def self.search_space
                ["CharGene", 1..40]
              end
            end
            
            class CharGene
              include Evolvable::Gene
            
              def self.chars
                @chars ||= 32.upto(126).map(&:chr)
              end
            
              def to_s
                @to_s ||= self.class.chars.sa  
            Hello World
            Rubydot img3Lines of Code : 16dot img3License : Permissive (MIT)
            copy iconCopy
            ❯ Enter a string to evolve: Hello World!
            
            pp`W^jXG'_N`%              Generation 0
            H-OQXZ\a~{H*               Generation 1 ...
            HRv9X WorlNi               Generation 50 ...
            HRl6W World#               Generation 100 ...
            Hello World!               Genera  

            Community Discussions

            QUESTION

            JsonPath expression filtering based on "contains"?
            Asked 2021-Jan-14 at 05:12

            I have a sample Json response as followed below
            I know how to filter it using comparison actions like == or >
            e.g. I can use $.books[?(@.pages > 460)] to retrieve books with more than 460 pages or
            similarly $.books[?(@.pages != 352)] to retrieve books with not 352 pages.
            But how can I filter this Json to retrieve books with title containing "Java" substring or published in 2014 year (actually substring too)?
            The sample Json is:

            ...

            ANSWER

            Answered 2021-Jan-04 at 22:02

            Raw JSON Path doesn't do this, but depending on the implementation you're using, it might be supported.

            We're currently in progress writing a formal specification. One of the open issues is the breadth of expression support we want. Feel free to add a comment. Once the spec is defined and published, I imagine most implementations will update to adhere.

            Source https://stackoverflow.com/questions/65569877

            QUESTION

            Mongoose nest pipelines lookups
            Asked 2020-Aug-21 at 00:07

            I simplified the relationships in the model

            ...

            ANSWER

            Answered 2020-Aug-21 at 00:07

            I am not exactly sure what is the desired output but have a look at this.

            You can see the outer level are genres, followed by nested publishers with nested books within.

            1. Firstly, I got all the genres.
            2. Then I got the books and publishers with $lookup.
            3. I used $unwind to separate publishers.
            4. I added books with $addFields to each publisher for filtering it later.
            5. I used $group to get relevant elements and $addToSet to make an array of publishers.
            6. Finally, I used $project with $map and $filter to get relevant books for each publisher.

            Source https://stackoverflow.com/questions/63477078

            QUESTION

            Mongoose reverse query without reference in one side
            Asked 2020-Aug-13 at 16:11

            I write this data as an example. I have two different collections books and publishers

            ...

            ANSWER

            Answered 2020-Aug-13 at 16:11

            I think your looking for $lookup with a pipeline like this:

            https://mongoplayground.net/p/H_OsKvN_npf

            Source https://stackoverflow.com/questions/63398939

            QUESTION

            How to transfer a Non Fungible token between accounts in R3 Corda?
            Asked 2020-May-29 at 10:00

            I have created a Non fungible Evolvable token, shown below

            ...

            ANSWER

            Answered 2020-Jan-20 at 15:35

            The Accounts library has 2 good examples about using accounts with Tokens SDK:
            https://github.com/corda/accounts/tree/master/examples/tokens-integration-test/src/integrationTest/kotlin/com/r3/corda/lib/accounts/examples/tokensTest

            Here they transfer a fungible token between 2 accounts, in your case use the non-fungible version of the flow (i.e. MoveNonFungibleTokens): https://github.com/corda/accounts/blob/32e7ae0044ce3b7c8640154dc333e61261251371/examples/tokens-integration-test/src/integrationTest/kotlin/com/r3/corda/lib/accounts/examples/tokensTest/IntegrationTest.kt#L134

            Also make sure that you specify the changeHolder in the flow; if your sending account has 1 token with quantity 5 and you only want to send quantity 2, then the change must go back to your sending account, if you leave the changeHolder empty; the MoveNonFungibleTokens flow will assign the change to the initiating node.

            Source https://stackoverflow.com/questions/59824332

            QUESTION

            Expressions of JSONPath for rest assured in a list with maven dependesies
            Asked 2020-Apr-30 at 08:15

            I am trying to fetch data which is in JSON format. I am using maven dependency, testng and rest-assured. I want to test Rest API.BUT getting an error of java.lang.NullPointerException Here is my code -

            ...

            ANSWER

            Answered 2020-Apr-30 at 06:51

            In order to find one book you can use:

            Source https://stackoverflow.com/questions/61516581

            QUESTION

            How can I avoid constantly having to change an interface when adding new features to a system C#
            Asked 2018-Sep-06 at 05:11

            At my work, I'm trying to create more modular systems, as we tend to use similar mechanics in our games that have minor variances. To do this, I have been making use of interfaces, but have been getting stumped on certain problems, particularly ones relating to the addition of small features.

            EXAMPLE:

            Take for instance our evolution system. I have created the IEvolvable interface, which has a property for the evolution level and an Evolve() method.

            ...

            ANSWER

            Answered 2018-Sep-06 at 04:48

            Once you are running into these types of issues it becomes evident I think that OOP has limitations, or rather it makes some things too easy. That doesn't mean it should be scrapped entirely and something else adopted, there's a lot we can still use it for. What if rather than using the interface you make meaningful changes to directly you pass around a service interface that acts as an adapter to the internal interface.

            Source https://stackoverflow.com/questions/52196060

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

            Vulnerabilities

            No vulnerabilities reported

            Install evolvable

            Add gem "evolvable" to your Gemfile and run bundle install or install it yourself with: gem install evolvable.
            The Evolvable module makes it possible to implement evolutionary behaviors for any class by defining a .search_space class method and #value instance method. Then to evolve instances, initialize a population with .new_population and invoke the #evolve method on the resulting population object.

            Support

            Bug reports and pull requests are welcome on GitHub at https://github.com/mattruzicka/evolvable. If you're interested in contributing, but don't know where to get started, message me on twitter at @mattruzicka.
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            gh repo clone mattruzicka/evolvable

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            git@github.com:mattruzicka/evolvable.git

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