wallace | Framework for distributed evolutionary algorithms | Machine Learning library
kandi X-RAY | wallace Summary
kandi X-RAY | wallace Summary
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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Top functions reviewed by kandi - BETA
- 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
wallace Key Features
wallace Examples and Code Snippets
Community Discussions
Trending Discussions on wallace
QUESTION
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 18:41This 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?
QUESTION
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 18:15There'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 $event.target and update the firstName element. The same can be done to the other elements, but I wanted to show how ngModel
can accomplish the same thing.
QUESTION
I would like to remove the DOI from the bibliographic references in my markdown script. Is there a way I can do this?
Here is my markdown file:
...ANSWER
Answered 2021-May-29 at 10:56I am assuming that you want to have this done on the fly while knitting the PDF.
The way the references are rendered is controlled by the applied citation styles.
So, one way would be to change the citation style and in the YAML header to a style that does not include the DOI (note that for the PDF output you would need to add the natbib
line).
QUESTION
How can i strip the string below?(I just want to create a column to show city and state,you can see the city and state's name after \n)
...ANSWER
Answered 2021-May-23 at 15:26You can use regex expressions to get the city name, in your case it would look something like this:
QUESTION
I have a dataframe where in one column I have the following string-encoded list. I would like to create new data frame with few new columns from it, for example: Customer name, Cast_ID, Character.
...ANSWER
Answered 2021-May-04 at 12:01Assuming your variable is a string.
QUESTION
I have this character vector of lines from a journal:
...ANSWER
Answered 2021-May-03 at 12:50If I understood correctly, you are sort of scanning the pdf downloaded from here. I think you should find a better way to scan your PDFs.
Till then, the best option could be this:
QUESTION
Example collections:
employee
...ANSWER
Answered 2021-Apr-17 at 14:37$group
bySSN
and get firstFNAME
andLNAME
fields, if you want other fields you can add same asFNAME
andLNANE
$lookup
withworks_on
$project
to show required fields and get totalHOURS
sum using$sum
QUESTION
I have a JSON object that looks like this:
...ANSWER
Answered 2021-Apr-08 at 14:26You can use json_normalize()
with record_path
and then concat()
the users:
QUESTION
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 12:48Based 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.
QUESTION
So, I have a column "Names". If I do:
...ANSWER
Answered 2021-Apr-01 at 00:04If you want to know the unique values and if there's always a space you can do this.
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Install wallace
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.
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