evolution | sandbox game/simulator that demonstrates machine learning | Machine Learning library

 by   keiwando C# Version: v3.1.1 License: No License

kandi X-RAY | evolution Summary

kandi X-RAY | evolution Summary

evolution is a C# library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. evolution has no bugs and it has low support. However evolution has 2 vulnerabilities. You can download it from GitHub.

A sandbox game/simulator that demonstrates machine learning with evolutionary algorithms. Inspired by Karl Sims' Evolving Virtual Creatures.
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              evolution has a low active ecosystem.
              It has 298 star(s) with 48 fork(s). There are 18 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 4 open issues and 8 have been closed. On average issues are closed in 196 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of evolution is v3.1.1

            kandi-Quality Quality

              evolution has no bugs reported.

            kandi-Security Security

              evolution has 2 vulnerability issues reported (0 critical, 1 high, 1 medium, 0 low).

            kandi-License License

              evolution does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

              evolution releases are not available. You will need to build from source code and install.
              Installation instructions are available. Examples and code snippets are not available.

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            Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of evolution
            Get all kandi verified functions for this library.

            evolution Key Features

            No Key Features are available at this moment for evolution.

            evolution Examples and Code Snippets

            Generate evolution strategy
            pythondot img1Lines of Code : 47dot img1no licencesLicense : No License
            copy iconCopy
            def evolution_strategy(
                f,
                population_size,
                sigma,
                lr,
                initial_params,
                num_iters):
            
              # assume initial params is a 1-D array
              num_params = len(initial_params)
              reward_per_iteration = np.zeros(num_iters)
            
              params = initial_p  
            Generate an evolution strategy
            pythondot img2Lines of Code : 47dot img2no licencesLicense : No License
            copy iconCopy
            def evolution_strategy(
                f,
                population_size,
                sigma,
                lr,
                initial_params,
                num_iters):
            
              # assume initial params is a 1-D array
              num_params = len(initial_params)
              reward_per_iteration = np.zeros(num_iters)
            
              params = initial_p  
            Generate an evolution strategy
            pythondot img3Lines of Code : 36dot img3no licencesLicense : No License
            copy iconCopy
            def evolution_strategy(
                f,
                population_size,
                sigma,
                lr,
                initial_params,
                num_iters):
            
              # assume initial params is a 1-D array
              num_params = len(initial_params)
              reward_per_iteration = np.zeros(num_iters)
            
              params = initial_p  

            Community Discussions

            QUESTION

            Can I free mallocs that are being generated in every step of a recursion in C?
            Asked 2021-Jun-15 at 20:53

            I am making a simulation with C (for perfomance) that (currently) uses recursion and mallocs (generated in every step of the recursion). The problem is that I am not being able to free the mallocs anywhere in the code, without having the wrong final output. The code consist of two functions and the main function:

            evolution(double initial_energy)

            ...

            ANSWER

            Answered 2021-Jun-13 at 04:47

            You're supposed to free memory right after the last time it will be used. In your program, after the while loop in recursion, Energy isn't used again, so you should free it right after that (i.e., right before return event_counter;).

            Source https://stackoverflow.com/questions/67954931

            QUESTION

            Can I use actors in Swift to always call a function on the main thread?
            Asked 2021-Jun-10 at 15:19

            I recently saw that Swift had introduced concurrency support with the Actor model in Swift 5.5. This model enables safe concurrent code to avoid data races when we have a shared, mutable state.

            I want to avoid main thread data races in my app's UI. For this, I am wrapping DispatchQueue.main.async at the call site wherever I set a UIImageView.image property or a UIButton style.

            ...

            ANSWER

            Answered 2021-Jun-10 at 15:19

            Actor isolation and re-entrancy is now implemented in the Swift stdlib. So, Apple recommends using the model for concurrent logic with many new concurrency features to avoid data races. Instead of lock-based synchronisation (lots of boilerplate), we now have a much cleaner alternative. There are a couple of solutions here (see below).

            Solution 1

            The simplest possible. Apple have made the process much cleaner using the @MainActor method annotation:

            Source https://stackoverflow.com/questions/67893376

            QUESTION

            Code - Pen Issues: why does my cellular automata react project not work?
            Asked 2021-Jun-07 at 12:47

            Here is the project.

            It should show an interactive grid on screen, with some buttons and an explanation on how to best interact with the system, but I suppose I have done something wrong. It works on my local environment.

            JS:

            ...

            ANSWER

            Answered 2021-Apr-24 at 12:24

            So here is the solution, what was necessary was adding the correct Pen Settings.

            Source https://stackoverflow.com/questions/67229251

            QUESTION

            Matplotlib plot's title is missing for unknown reason in Python
            Asked 2021-Jun-04 at 18:23

            Can anyone tell me what is wrong with this code? It is from https://jakevdp.github.io/blog/2012/09/05/quantum-python/ . Everything in it worked out except the title of the plot.I can't figure it out.

            It should look like this

            but when the code is run, it polts this

            Here is the code given:-

            ...

            ANSWER

            Answered 2021-Jun-04 at 18:23

            The problem is resolved when blit=False, though it may slow down your animation.

            Just quoting from a previous answer:

            "Possible solutions are:

            Put the title inside the axes.

            Don't use blitting"

            See: How to update plot title with matplotlib using animation?

            You also need ffmpeg installed. There are other answers on stackoverflow that help you through that installation. But for this script, here are my recommended new lines you need to add, assuming you're using Windows:

            Source https://stackoverflow.com/questions/67841265

            QUESTION

            Space between ticks marks and X axis with chart.js
            Asked 2021-Jun-02 at 10:46

            I am working on a simple canvas with Chart.js (version 3.x) that simply displays an evolution of price. The X axis is used for the time and the Y axis for the percentage of evolution. I have managed to do this but now, I would like to add a bit of style.

            My objective is to add some space between the mark ticks and the X axis.

            I have used the chart.js styling documentation to help me, but I did not found anything that worked how I want.

            Here is the result that I have and the associated code :

            ...

            ANSWER

            Answered 2021-Jun-02 at 10:37

            So I have found a solution, for anyone interested in how :

            By checking this chart.js doc, you can find an option called offset which will create as explained an extra space.

            Then to get the exact result I wanted, you hide the X axis.

            Which gives us this :

            Source https://stackoverflow.com/questions/67801140

            QUESTION

            "Logging in Python" with EduTools Plugin: "Failed to launch checking"
            Asked 2021-May-31 at 12:53
            What had happened?

            I'm trying to follow the Logging in Python Tutorial in PyCharm Professional.

            I'm using a Virtualenv environment with Python 3.9.5 in this tutorial. Everything works fine, but when I press "Check" button in the Task Description panel, I get this error:

            Failed to launch checking. For more information, see the Troubleshooting guide.

            But when I switch to Run panel, all tests are passed with these outputs:

            ...

            ANSWER

            Answered 2021-May-31 at 12:53

            Do you have the Chinese ​(Simplified)​ Language Pack enabled in your PyCharm Professional 2021.1.1? If so, please try disabling it and opening the course once again.

            There's a compatibility issue between mentioned language pack and Python courses in the EduTools plugin, and the developers are currently investigating it.

            I would advise adding this issue to your watch list to be 100% sure that you won't miss any updates.

            Source https://stackoverflow.com/questions/67752668

            QUESTION

            Error 1064 (42000): error in your SQL syntax ... near ' '
            Asked 2021-May-29 at 12:33

            I'm stuck since a couple days and tried most of the answer given to similar questions on this site.

            Before starting I'd like to point out that I am working via ssh and can only edit the code via nano (not my choice...)

            My problem is the following:

            I am using MariaDB to store the raspberry pi CPU temperature along a camera temperature to plot the temperature evolution. I have an error when trying to insert the values in the data base.

            I have the following table in cpu_tempDB

            ...

            ANSWER

            Answered 2021-May-29 at 08:58

            You need to put arguments into a tuple:

            Source https://stackoverflow.com/questions/67749404

            QUESTION

            How to integrate a pytorch model into a dynamic optimization, for example in Pyomo or gekko
            Asked 2021-May-27 at 13:39

            Let's say I have a pytorch-model describing the evolution of some multidimensional system based on its own state x and an external actuator u. So x_(t+1) = f(x_t, u_t) with f being the artificial neural network from pytorch.

            Now i want to solve a dynamic optimization problem to find an optimal sequence of u-values to minimize an objective that depends on x. Something like this:

            min sum over all timesteps phi(x_t)

            s.t.: x_(t+1) = f(x_t, u_t)

            Additionally I also have some upper and lower bounds on some of the variables in x.

            Is there an easy way to do this using a dynamic optimization toolbox like pyomo or gekko?

            I already wrote some code that transforms a feedforward neural network to a numpy-function which can then be passed as a constraint to pyomo. The problem with this approach is, that it requires significant reprogramming-effort every time the structure of the neural network changes, so quick testing becomes difficult. Also integration of recurrent neural networks gets difficult because hidden cell states would have to be added as additional variables to the optimization problem.

            I think a good solution could be to do the function evaluations and gradient calculations in torch and somehow pass the results to the dynamic optimizer. I'm just not sure how to do this.

            Thanks a lot for your help!

            ...

            ANSWER

            Answered 2021-May-27 at 13:39

            Tensorflow or Pytorch models can't be directly integrated into the GEKKO at this moment. But, I believe you can retrieve the derivatives from Tensorflow and Pytorch, which allows you to pass them to the GEKKO.

            There is a GEKKO Brain module and examples in the link below. You can also find an example that uses GEKKO Feedforward neural network for dynamic optimization.

            GEKKO Brain Feedforward neural network examples

            MIMO MPC example with GEKKO neural network model

            Recurrent Neural Network library in the GEKKO Brain module is currently being developed, which allows using all the GEKKO's dynamic optimization functions easily.

            In the meantime, you can use a sequential method by wrapping the TensorFlow or PyTorch models in the available optimization solver such as scipy optimization module.

            Check out the below link for a dynamic optimization example with Keras LSTM model and scipy optimize.

            Keras LSTM MPC

            Source https://stackoverflow.com/questions/67693181

            QUESTION

            How to return the array of intersection between two array with Lodash?
            Asked 2021-May-26 at 10:30

            I am trying to return the array of all the intersected array elements.

            I got 2 arrays.

            The array from api and the filter condition array.

            Array from api is this

            ...

            ANSWER

            Answered 2021-May-26 at 09:55

            The following line taken from your code:

            Source https://stackoverflow.com/questions/67702349

            QUESTION

            Python Selenium cannot get button from iframe
            Asked 2021-May-26 at 05:19

            enter image description hereI want to click the button called "바카라 멀티플레이" which locates center of the site. I switched into iframe, however it seems to be not detecting the button. How can I?

            ...

            ANSWER

            Answered 2021-May-26 at 03:33

            For the login action use the below xpaths. This way your code will look neat.

            Source https://stackoverflow.com/questions/67697780

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

            Vulnerabilities

            No vulnerabilities reported

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            https://github.com/keiwando/evolution.git

          • CLI

            gh repo clone keiwando/evolution

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            git@github.com:keiwando/evolution.git

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