wallace | Framework for distributed evolutionary algorithms | Machine Learning library

 by   wangjohn Python Version: Current License: MIT

kandi X-RAY | wallace Summary

kandi X-RAY | wallace Summary

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

Wallace is a framework for distributed evolutionary algorithms. It trains machine learning models on datasets. One only needs to specify settings and the dependent variable to train on, and Wallace will do the rest. Wallace provides a simple way to predict or categorize variables. It employs many modern machine learning techniques and attempts to build the best possible model for predicting a particular variable.
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            kandi-support Support

              wallace has a low active ecosystem.
              It has 5 star(s) with 1 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 55 have been closed. On average issues are closed in 0 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of wallace is current.

            kandi-Quality Quality

              wallace has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              wallace 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

              wallace releases are not available. You will need to build from source code and install.
              wallace has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed wallace and discovered the below as its top functions. This is intended to give you an instant insight into wallace implemented functionality, and help decide if they suit your requirements.
            • Update the model population
            • Computes the probability of an independent variable
            • Mutate two parameters
            • Generate a set of independent independent variables
            • Transform a dataset
            • Return the column index
            • Returns the indices of the variable
            • Sample from a weighted selection
            • Returns the probability of a given selection
            • Train a Trained sklearn model
            • Return the value of a parameter
            • Apply log transformation
            • Creates a ParametersGeneralValidationCheck for a given klass
            • Returns the probability of the given num_variables
            • Runs differential evolution on a dataset
            • Return a row with the given header
            • Creates a ParametersBasicValidationCheck
            • Creates a ParametersGeneralValidation
            • Creates a ParameterValidation
            • Returns a ParameterValidationCheck object for all parameters
            • Get an attribute from settings
            • Creates a ParametersGeneralValidityCheck
            • Classify a data matrix
            • Initialize the model generator
            • Trains the model
            • Returns a ParameterSet containing the full parameter set
            Get all kandi verified functions for this library.

            wallace Key Features

            No Key Features are available at this moment for wallace.

            wallace Examples and Code Snippets

            No Code Snippets are available at this moment for wallace.

            Community Discussions

            QUESTION

            Move 2nd level sub-array to the top of the 1st level multidimentional array based on value of the sub-array
            Asked 2021-Jun-14 at 21:35

            I'm looping through a multidimensional array and am left with some values.

            This is the complete PHP code.

            ...

            ANSWER

            Answered 2021-Jun-09 at 18:41

            This will reorder $array2 (into a new variable $final). First it assembles a simple array $people of the names, then it reassembles $array2 by prioritizing based on the $people array. Was this what you wanted to accomplish?

            Source https://stackoverflow.com/questions/67909656

            QUESTION

            Property 'value' does not exist for $event.target.value in typescript/angularjs
            Asked 2021-Jun-04 at 18:15

            I am trying to get input from a textbox and dynamically add it to a card on the bottom of the page, like so:

            ...

            ANSWER

            Answered 2021-Jun-04 at 18:15

            There's a couple ways of handling this. The way you're trying to do isn't working (I think) because typescript can't infer the type of $event.target.

            Binding with $event.target

            You need a function to cast the element type so typescript knows how to treat it. Using this page as a guide, I was able to pass $event.target and update the firstName element. The same can be done to the other elements, but I wanted to show how ngModel can accomplish the same thing.

            Source https://stackoverflow.com/questions/67840977

            QUESTION

            How do I remove DOI from R-markdown bibliography?
            Asked 2021-May-29 at 10:56

            I would like to remove the DOI from the bibliographic references in my markdown script. Is there a way I can do this?

            Here is my markdown file:

            ...

            ANSWER

            Answered 2021-May-29 at 10:56

            I am assuming that you want to have this done on the fly while knitting the PDF.

            The way the references are rendered is controlled by the applied citation styles.

            So, one way would be to change the citation style and in the YAML header to a style that does not include the DOI (note that for the PDF output you would need to add the natbib line).

            Source https://stackoverflow.com/questions/67735779

            QUESTION

            How can i strip strings on Python?
            Asked 2021-May-23 at 15:26

            How can i strip the string below?(I just want to create a column to show city and state,you can see the city and state's name after \n)

            ...

            ANSWER

            Answered 2021-May-23 at 15:26

            You can use regex expressions to get the city name, in your case it would look something like this:

            Source https://stackoverflow.com/questions/67661148

            QUESTION

            Convert string-encoded list into new dataframe
            Asked 2021-May-04 at 12:01

            I have a dataframe where in one column I have the following string-encoded list. I would like to create new data frame with few new columns from it, for example: Customer name, Cast_ID, Character.

            ...

            ANSWER

            Answered 2021-May-04 at 12:01

            Assuming your variable is a string.

            Source https://stackoverflow.com/questions/67382995

            QUESTION

            How to extract keywords below and above a text from an article
            Asked 2021-May-03 at 13:30

            I have this character vector of lines from a journal:

            ...

            ANSWER

            Answered 2021-May-03 at 12:50

            If I understood correctly, you are sort of scanning the pdf downloaded from here. I think you should find a better way to scan your PDFs.

            Till then, the best option could be this:

            Source https://stackoverflow.com/questions/67368471

            QUESTION

            MongoDB: How to remove duplicate records from a query?
            Asked 2021-Apr-17 at 14:37

            Example collections:

            employee

            ...

            ANSWER

            Answered 2021-Apr-17 at 14:37
            • $group by SSN and get first FNAME and LNAME fields, if you want other fields you can add same as FNAME and LNANE
            • $lookup with works_on
            • $project to show required fields and get total HOURS sum using $sum

            Source https://stackoverflow.com/questions/67138310

            QUESTION

            Loop through JSON object and store results in pandas dataframe
            Asked 2021-Apr-15 at 07:47

            I have a JSON object that looks like this:

            ...

            ANSWER

            Answered 2021-Apr-08 at 14:26

            You can use json_normalize() with record_path and then concat() the users:

            Source https://stackoverflow.com/questions/66982189

            QUESTION

            Web Audio Clock: getting frequency to sound right
            Asked 2021-Apr-13 at 12:48

            Trying in JS to create a single oscillator, with a smooth, non-clicking frequency tone that rapidly turns on and off. Timing for web audio discussed by [Chris Wallace][1]. A timing scheduler can be found by [Aqilah Misuary][2]. This example produces a correct-sounding tone based on the frequency. However, a noticeable click is present. Fixing clicks has been addressed by a posting on [Stack Overflow][3].

            First code snippet is based on the Code Pen version (see link 2), changing frequency to 432 Hz.

            Second code snippet: Adapted JS (see links 2 and 3) from these resources, adding ramping, using the 432 Hz frequency,I can get the clicking to stop, but my frequency sound is now blunted, no longer has the correct 432 Hz frequency sound. I suspect that I am doing something wrong, not using the timing or settings correctly. I've tried various timings and settings and even "initial" instead of "exponential" ramping, but none have fixed the issue: clicking gone but frequency sound is now blunted, doesn't retain the correct sound based on the frequency chosen and that would be heard if ramping is not used, leaving the clicking. I must be doing something wrong?

            Any way to fix the clicking without blunting the sound? [1]: https://www.html5rocks.com/en/tutorials/audio/scheduling/ [2]: https://codepen.io/aqilahmisuary/pen/ONEKVM [3]: Web audio "Click" sound even when using exponentialRampToValueAtTime

            ...

            ANSWER

            Answered 2021-Apr-13 at 12:48

            Based on the comments, we're essentially dealing with a short repetitive loop that needs exact timing, so an AudioBufferSourceNode is our weapon of choice:

            It's especially useful for playing back audio which has particularly stringent timing accuracy requirements, such as for sounds that must match a specific rhythm

            Unfortunately that also means we'll need to get our hands dirty and write some DSP code to synthesize that buffer, but it's honestly not that bad (especially since we can just work in floating point numbers, not raw PCM buffers...).

            To avoid clicks (where the oscillator is cut off mid-phase, as it were), we take advantage of the facts that a sine wave always starts at zero and we render a single loop of the sound, so all we need to do is make sure the end of the wave does not stop abruptly. We do that by slightly adjusting the length of the tone to make sure the last audible sample is very near to zero.

            The example here has a couple of buttons to demonstrate different parameters. You could hook those up into UI components.

            Source https://stackoverflow.com/questions/67060431

            QUESTION

            Can you make value_counts on a specific interval of characters with pandas?
            Asked 2021-Apr-01 at 05:59

            So, I have a column "Names". If I do:

            ...

            ANSWER

            Answered 2021-Apr-01 at 00:04

            If you want to know the unique values and if there's always a space you can do this.

            Source https://stackoverflow.com/questions/66896714

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

            Vulnerabilities

            No vulnerabilities reported

            Install wallace

            You can download it from GitHub.
            You can use wallace like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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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            gh repo clone wangjohn/wallace

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