Dimensions | Generalized Artificial Intelligence Competition Framework | Machine Learning library

 by   StoneT2000 TypeScript Version: Current License: MIT

kandi X-RAY | Dimensions Summary

kandi X-RAY | Dimensions Summary

Dimensions is a TypeScript library typically used in Artificial Intelligence, Machine Learning applications. Dimensions has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

This is an open sourced generic Artificial Intelligence competition framework, intended to provide you the fully scalable infrastructure needed to run your own AI competition with no hassle. All you need to do?. Code a competition design and code a bot. Dimensions handles the rest, including match and tournament running, security, scalability and a local API and website through which you can monitor and control the entire system. The framework was built with the goals of being generalizable and accessible. That's why Dimensions utilizes an I/O based model to run competitions and pit AI agents against each other (or themselves!), allowing it to be generic and language agnostic so anyone from any background can compete in your competition design. It generalizes to many scenarios, and is able to recreate a range of systems from the Halite 3 AI competition, Battlecode 2020, to a generalized Open AI Gym that is open to machine learning in all languages in addition to Python through simple stdio. This was inspired by Battlecode and Halite.
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              Dimensions has a low active ecosystem.
              It has 50 star(s) with 2 fork(s). There are 3 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 23 open issues and 38 have been closed. On average issues are closed in 28 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of Dimensions is current.

            kandi-Quality Quality

              Dimensions has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              Dimensions 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

              Dimensions releases are not available. You will need to build from source code and install.
              Installation instructions, examples and code snippets are available.

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            Dimensions Key Features

            No Key Features are available at this moment for Dimensions.

            Dimensions Examples and Code Snippets

            No Code Snippets are available at this moment for Dimensions.

            Community Discussions

            QUESTION

            Xarray (from grib file) to dataset
            Asked 2021-Jun-16 at 02:36

            I have a grib file containing monthly precipitation and temperature from 1989 to 2018 (extracted from ERA5-Land).

            I need to have those data in a dataset format with 6 column : longitude, latitude, ID of the cell/point in the grib file, date, temperature and precipitation.

            I first imported the file using cfgrib. Here is what contains the xdata list after importation:

            ...

            ANSWER

            Answered 2021-Jun-16 at 02:36

            Here is the answer after a bit of trial and error (only putting the result for tp variable but it's similar for t2m)

            Source https://stackoverflow.com/questions/67963199

            QUESTION

            MySQL with special character in the json path
            Asked 2021-Jun-15 at 21:41

            I have a column in mysql which stores a column with json files and the the key of the json can contain any unicode characters. I have a query to calculate the cardinality of the specific key

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:41

            You can use special characters in key names by delimiting them with "":

            Source https://stackoverflow.com/questions/67993770

            QUESTION

            Align item to full parent's width minus margin
            Asked 2021-Jun-15 at 16:01

            How can I stretch my subview across 100% width of its parent, minus 20px margin on each side? In other words, I need it to fill the width of the parent, with 20px open on each side.

            I know in React-Native I can use width: '80%' to make my subview's width relative to that of its parent, but then it's not always precisely 20px on the sides. I also know that I can use alignSelf: 'stretch', however that is not working for me - it has unexpected / unreliable results. I don't want to use Dimensions, as the parent will not always be the device's screen, so Dimensions.get('window').width is inadequate for this problem.

            What other options do I have?

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:01

            QUESTION

            Problem with printing a dynamic 2d array (execution problem)
            Asked 2021-Jun-15 at 13:39

            I've written this code down here but my problem is whenever i hit the run button and execute my program the values are fine but every element of the 2D array is printed out in a separate line, it's not printing a square with area its dimensions (size n x n) like i wanted, how can i fix this?

            my code

            it should be like this what i want it to look like

            ...

            ANSWER

            Answered 2021-Jun-15 at 13:32

            QUESTION

            Categorise measures to use as dimension
            Asked 2021-Jun-15 at 03:39

            I am trying to build a table where I am summing multiple measures and would like to categorise them into dimensions.

            To simplify, I have a table in the warehouse with the below schema:

            ...

            ANSWER

            Answered 2021-Jun-15 at 03:39

            For references sake, I was able to complete the issue with a Value List. I added the below in my table as a dimension to display the categories:

            Source https://stackoverflow.com/questions/67963308

            QUESTION

            Tensorflow ValueError: Dimensions must be equal: LSTM+MDN
            Asked 2021-Jun-14 at 19:07

            I am trying to make a next-word prediction model with LSTM + Mixture Density Network Based on this implementation(https://www.katnoria.com/mdn/).

            Input: 300-dimensional word vectors*window size(5) and 21-dimensional array(c) representing topic distribution of the document, used to train hidden initial states.

            Output: mixing coefficient*num_gaussians, variance*num_gaussians, mean*num_gaussians*300(vector size)

            x.shape, y.shape, c.shape with an experimental 161 obserbations gives me such:

            (TensorShape([161, 5, 300]), TensorShape([161, 300]), TensorShape([161, 21]))

            ...

            ANSWER

            Answered 2021-Jun-14 at 19:07

            for MDN model , the likelihood for each sample has to be calculated with all the Gaussians pdf , to do that I think you have to reshape your matrices ( y_true and mu) and take advantage of the broadcasting operation by adding 1 as the last dimension . e.g:

            Source https://stackoverflow.com/questions/67965364

            QUESTION

            How fill one row in listbox with array? (more than 10 columns)
            Asked 2021-Jun-14 at 18:53

            I have a ListBox1 in UserForm1. When I send a multi-row array to a .List, everything works. But when I send only a one-row array, the values in the ListBox1 are arranged one below the other in first column. Independent of use Application.Transpose.

            I tried to write a condition and a for loop, but it doesn't work. Run-time error 381 Could not set the List property. Invalid property array index. .AddItem cannot be used because there are more than 10 columns

            Do you have any other solution?

            ...

            ANSWER

            Answered 2021-Jun-14 at 18:32

            You can do something like this:

            Source https://stackoverflow.com/questions/67974562

            QUESTION

            error in c++ matrix*vector multiplication
            Asked 2021-Jun-14 at 14:12

            I need a function that multiply a matrix and a vector (Matrix*vector)

            It takes in a matrix A and a vector B, with int describing the dimensions. Somehow it isn't running correctly. Any help??

            ...

            ANSWER

            Answered 2021-Jun-14 at 14:10

            QUESTION

            Eliminate or Simplify repetitive Python code
            Asked 2021-Jun-13 at 23:04

            I have the following development that I am working on with the ElementTree and Pandas module in Python:

            ...

            ANSWER

            Answered 2021-Jun-13 at 23:04

            you can extract the repetitive part into its own function that take as arguments the parts that change, like for example:

            Source https://stackoverflow.com/questions/67962857

            QUESTION

            How to solve the given task using BFS algorithm?
            Asked 2021-Jun-13 at 22:55

            Is there any better or simpler solution for this task:

            "A matrix of dimensions MxN is given, filled with the numbers 0 and 1. The field on which the number 0 is written represents land, and the field on which it is written number 1 represents water. Write a function largestLake(int [] [] map) which calculates the size of the largest water surface in the matrix map. The size of a water surface is the number of fields of value 1 that that water surface contains. Two water cells are considered connected if they are adjacent horizontally, vertically or diagonally." ?

            Example:
            Input:
            4 5 //MxN
            0 0 1 1 0
            1 0 1 1 0
            0 1 0 0 0
            0 0 0 1 1
            Output:
            6

            I tried to find it with BFS algorithm, but it ended up with too many loops. It says in the task that "The best solution has complexity O (M * N)."

            I loaded matrix in main and here is my function:

            ...

            ANSWER

            Answered 2021-Jun-13 at 22:55

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

            Vulnerabilities

            No vulnerabilities reported

            Install Dimensions

            This guide will take you through how to start and run a competition built with Javascript/Typescript. To see how to use this framework to run an AI competition built without the dimensions framework, see this wiki page. First, install the dimensions-ai package. Create a new file called run.js and inside it we need to first require the package. In order to start writing AI to compete against each other in a competition, you need to do two things. You need to design a competition to allow people to compete and facilitate the matches. More info on that soon. it is highly suggested to design an AI starter kit so people can get straight into competing. If you already have a design, feel free to skip to the section on running a match and a tournament.
            Design the competition
            Design an AI starter kit

            Support

            Everyone is more than welcome to contribute to this project! You can open an issue or submit a PR.
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            gh repo clone StoneT2000/Dimensions

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