Rainbow | Combining Improvements in Deep Reinforcement Learning | Reinforcement Learning library

 by   Kaixhin Python Version: 1.4 License: MIT

kandi X-RAY | Rainbow Summary

kandi X-RAY | Rainbow Summary

Rainbow is a Python library typically used in Artificial Intelligence, Reinforcement Learning, Deep Learning, Pytorch, Tensorflow, Keras applications. Rainbow has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

Rainbow: Combining Improvements in Deep Reinforcement Learning
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            kandi-support Support

              Rainbow has a medium active ecosystem.
              It has 1409 star(s) with 268 fork(s). There are 42 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 9 open issues and 60 have been closed. On average issues are closed in 3 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of Rainbow is 1.4

            kandi-Quality Quality

              Rainbow has 0 bugs and 9 code smells.

            kandi-Security Security

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

            kandi-License License

              Rainbow 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

              Rainbow releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              Rainbow saves you 202 person hours of effort in developing the same functionality from scratch.
              It has 496 lines of code, 47 functions and 6 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed Rainbow and discovered the below as its top functions. This is intended to give you an instant insight into Rainbow implemented functionality, and help decide if they suit your requirements.
            • Train the network .
            • Initialize the model .
            • Perform a single action .
            • Generate random samples from segments .
            • Reset the game .
            • Return the indices corresponding to the given values .
            • Compute the value of the function .
            • Return the next state of the agent .
            • Save memory to disk .
            • Load memory from a file .
            Get all kandi verified functions for this library.

            Rainbow Key Features

            No Key Features are available at this moment for Rainbow.

            Rainbow Examples and Code Snippets

            Generic ERC-20/NEP-141 connector for Rainbow Bridge,NEAR's side
            Rustdot img1Lines of Code : 71dot img1no licencesLicense : No License
            copy iconCopy
            struct BridgeTokenFactory {
                /// The account of the prover that we can use to prove
                pub prover_account: AccountId,
                /// Address of the Ethereum locker contract.
                pub locker_address: [u8; 20],
                /// Hashes of the events that were alread  
            Rainbow bash!,Preparation,Font and glyphs
            Shelldot img2Lines of Code : 26dot img2License : Permissive (MIT)
            copy iconCopy
            wget https://github.com/adobe-fonts/source-code-pro/archive/1.017R.zip
            unzip 1.017R.zip
            mkdir -p ~/.fonts
            cp source-code-pro-1.017R/OTF/*.otf ~/.fonts/
            fc-cache -f -v
            
            font = Source Code Pro 11
            
            wget http://fontawesome.io/assets/font-awesome-4.7.0.zi  
            Rainbow,As library
            Godot img3Lines of Code : 17dot img3License : Permissive (Apache-2.0)
            copy iconCopy
            import "github.com/arsham/rainbow/rainbow"
            // ...
            l := rainbow.Light{
                Reader: someReader, // to read from
                Writer: os.Stdout, // to write to
            }
            l.Paint() // will rainbow everything it reads from reader to writer.
            
            l := rainbow.Light{
                Reader  
            tianshou - atari rainbow
            Pythondot img4Lines of Code : 227dot img4License : Permissive (MIT License)
            copy iconCopy
            import argparse
            import datetime
            import os
            import pprint
            
            import numpy as np
            import torch
            from atari_network import Rainbow
            from atari_wrapper import make_atari_env
            from torch.utils.tensorboard import SummaryWriter
            
            from tianshou.data import Collector  
            chalk - rainbow
            JavaScriptdot img5Lines of Code : 31dot img5License : Permissive (MIT License)
            copy iconCopy
            import convertColor from 'color-convert';
            import updateLog from 'log-update';
            import delay from 'yoctodelay';
            import chalk from '../source/index.js';
            
            const ignoreChars = /[^!-~]/g;
            
            function rainbow(string, offset) {
            	if (!string || string.length ==  
            python-prompt-toolkit - styled rainbow
            Pythondot img6Lines of Code : 23dot img6License : Non-SPDX (BSD 3-Clause "New" or "Revised" License)
            copy iconCopy
            #!/usr/bin/env python
            """
            A simple progress bar, visualised with rainbow colors (for fun).
            """
            import time
            
            from prompt_toolkit.output import ColorDepth
            from prompt_toolkit.shortcuts import ProgressBar
            from prompt_toolkit.shortcuts.progress_bar impor  

            Community Discussions

            QUESTION

            How to speed up plt.scatter() with colormap?
            Asked 2021-Jun-12 at 12:58

            I want to plot the coordinates (following with x0 and y0)

            ...

            ANSWER

            Answered 2021-May-04 at 09:25

            It is much faster to pass the inner lists to the plot as a whole. As you still want to set the color per k, you can easliy avoid the i loop. Assuming the dimension of i is not negligible, this should speed up the process considerably.

            Source https://stackoverflow.com/questions/67380749

            QUESTION

            discord.js Command that gives/removes role from everyone, and only an Admin can use it
            Asked 2021-Jun-09 at 10:21

            I would like to make a command that gives everyone a role, and only an admin can use it. I found this piece of code on the internet and I tried to modify it, but nothing is helping me out, and I've been reading the error, and I still get nothing

            ...

            ANSWER

            Answered 2021-Jun-09 at 04:42

            To check if user have admin permission you need to using .hasPermission() docs here:

            Source https://stackoverflow.com/questions/67897319

            QUESTION

            Liquid Rainbow Script Color change
            Asked 2021-Jun-09 at 02:20

            I'm trying to change the color of this liquid rainbow script to shades of purple only An I cant seem to figure it out.

            ...

            ANSWER

            Answered 2021-Jun-09 at 02:20

            Resetting the numbers in vec4 does the trick

            Source https://stackoverflow.com/questions/66068949

            QUESTION

            How to assign colors to rows in barplot3d function
            Asked 2021-Jun-08 at 12:39

            I used barplot3d::barplot3d to visualize my data. I have been trying to assign a color to each row instead of using topcolors = rainbow(100), but I could not figure it out. I appreciate any helps, suggestions, or references.

            Here is the code that I have:

            ...

            ANSWER

            Answered 2021-Jun-08 at 12:39

            Answer

            Just repeat each column cols times, where cols is the number of columns:

            Source https://stackoverflow.com/questions/67879690

            QUESTION

            Dapper is accessing all properties of my class when doing a select from the database even when it should not
            Asked 2021-Jun-07 at 20:34

            I am using jquery datatables to display a table of data. The table is only displaying 3 columns from my SqlFunction.

            I use dapper like this:

            ...

            ANSWER

            Answered 2021-Jun-07 at 14:37

            This is not caused by Dapper, it is caused by JsonSerializer accessing the property.

            If you add the [JsonIgnore] attribute to your property then it will not be accessed by JsonSerializer

            Source https://stackoverflow.com/questions/67872374

            QUESTION

            Using par(new=T) in loops: different colors?
            Asked 2021-Jun-07 at 18:16

            I wanted to use par(new = TRUE) to plot my plots which were generated in a loop over another. But how do I make sure, that every new plot has a another color? It is all black and overlayed now, so that I cannot distinguish the plots anymore:

            ...

            ANSWER

            Answered 2021-Jun-05 at 12:19
            plot(y, main = paste("LE-envelope", i), col=rainbow(9)[i]) 
            

            Source https://stackoverflow.com/questions/67849443

            QUESTION

            Python - how to label an additional axis / colorbar
            Asked 2021-Jun-06 at 20:13

            I am trying to generate a simple plot of the Iris dataset, plotting sepal length against sepal width. I want to create a colobar next to this figure and label the colobar with ONLY 0, 1 and 2. I succeed in generating the plot and the colorbar, but the labelling of the colorbar doesn't work the way I want it to:

            ...

            ANSWER

            Answered 2021-Jun-06 at 20:13

            I edited your code a bit according to this documentation and it did the trick:

            Source https://stackoverflow.com/questions/67863064

            QUESTION

            Matching words except for before a character
            Asked 2021-Jun-05 at 01:05

            I have tried to figure it out but couldn't find a solution myself. I want to write a regex for Javascript that matches everything unless it is followed by a hyphen. So if I match among:

            ...

            ANSWER

            Answered 2021-Jun-05 at 00:55

            In regex, you can use the metacharacter \b to designate word boundaries. I have not yet had a case use for it, although I recently noticed the feature as a useful one. Sure enough, one of its use cases is listed for purposes as follows: "Between two characters in the string, where one is a word character and the other is not a word character." This is according to website https://www.regular-expressions.info/wordboundaries.html, which is fairly consistent with overviews on the standard documentation pages for applying Javascript regex.

            Source https://stackoverflow.com/questions/67845348

            QUESTION

            Invalid property value for rainbow border: CSS
            Asked 2021-Jun-01 at 18:38

            On the website, there is a long blue tail. For pride month, I wanted to change this tail to rainbow. The original CSS code is the following:

            ...

            ANSWER

            Answered 2021-Jun-01 at 18:38

            QUESTION

            Cannot access script base class 'org.gradle.kotlin.dsl.KotlinBuildScript'
            Asked 2021-Jun-01 at 09:58

            When I create an empty project with Gradle Kotlin DSL, even without any modifications, it would prompt Cannot access script base class 'org.gradle.kotlin.dsl.KotlinBuildScript'. Check your module classpath for missing or conflicting dependencies The project can run, but the syntax highlighting and autocompletion for build.gradle.kts don't work.

            What I've tried

            System ...

            ANSWER

            Answered 2021-Jan-21 at 16:25

            Answer credit to @AlexeyBelkov - Answered here: https://youtrack.jetbrains.com/issue/KTIJ-893

            The syntax highlighting feature worked after:

            1. Delete ~/.gradle/caches
            2. Delete ~/Library/Application\ Support/Library/JetBrains/IntelliJIdea2020.3
            3. Delete /.gradle
            4. Delete /.idea
            5. Start IDEA and reimport the project.

            Source https://stackoverflow.com/questions/65645510

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

            Vulnerabilities

            No vulnerabilities reported

            Install Rainbow

            You can download it from GitHub.
            You can use Rainbow 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 .
            Find more information at:

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            CLONE
          • HTTPS

            https://github.com/Kaixhin/Rainbow.git

          • CLI

            gh repo clone Kaixhin/Rainbow

          • sshUrl

            git@github.com:Kaixhin/Rainbow.git

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