nevermind | Clean DQN implementation | Machine Learning library

 by   juliuskunze Python Version: Current License: MIT

kandi X-RAY | nevermind Summary

kandi X-RAY | nevermind Summary

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

Implementation of the original Deep Q-network algorithm from Mnih et al. 2015.
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            kandi-support Support

              nevermind has a low active ecosystem.
              It has 5 star(s) with 0 fork(s). There are no watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              nevermind has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of nevermind is current.

            kandi-Quality Quality

              nevermind has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              nevermind 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

              nevermind releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed nevermind and discovered the below as its top functions. This is intended to give you an instant insight into nevermind implemented functionality, and help decide if they suit your requirements.
            • Train a DeepQNetwork
            • Plot training summaries
            • Linear progression
            • Save matplotlib figure
            • Adds a new experience
            • Return all possible greedy actions
            • Train a model using a given value function
            • Train cart pole training
            • Plot a cartesian value function
            • Create a callback function that returns a function that returns a callback for a given period
            • Returns a function that returns True if the average return is greater than the given minimum
            • Updates the model with the given rewards
            • Update the target model
            • Train a train car
            • Reset the environment
            • Returns a callback that saves the last return value of the training
            • Train the lunar Landar Lander
            • Forward a step
            Get all kandi verified functions for this library.

            nevermind Key Features

            No Key Features are available at this moment for nevermind.

            nevermind Examples and Code Snippets

            No Code Snippets are available at this moment for nevermind.

            Community Discussions

            QUESTION

            Symfony RabbitMQ Bundle in AWS (managed service): Any way to get this working?
            Asked 2021-Jun-09 at 09:33

            We really tried a lot but it still can not get the Symfony RabbitMQ bundle (https://github.com/php-amqplib/RabbitMqBundle) running in AWS (with Docker). AWS only allows AMQPS and port 5671 to be opened in the AWS managed service.

            This is our current configuration in detail:

            ...

            ANSWER

            Answered 2021-Jun-09 at 09:33

            Finally solved - you have to define a custom AMQPChannel with a custom AMQPConnection with SSL options and then set this AMQPChannel to the producer:

            Source https://stackoverflow.com/questions/67890842

            QUESTION

            GET or POST from express do not parse a "percent sign" request
            Asked 2021-Jun-03 at 14:20

            I am having difficulties in parsing an HTTP request that uses a "%26" instead of a "&" character.

            Context: I am trying to receive an HTTP request made by an IP camera that has a limitation where it cannot send the '&' character, so I have to set it up using '%26' to separate parameters, so the camera is making a POST request like this:

            http://192.168.45.4:8000/test?foo=me%26bar=them

            To process this request on my server side, I have this simple function:

            ...

            ANSWER

            Answered 2021-Jun-03 at 03:10

            I tried using decodeURI & decodeURIComponent but in vain.
            So I wrote the parser myself:

            Source https://stackoverflow.com/questions/67806690

            QUESTION

            What kind of a thing is the "_gateway" variable in CentOS/RHEL?
            Asked 2021-May-27 at 21:03

            I already knew about the "_gateway" variable in CentOS/RHEL (I think up to 7 it was just "gateway", without the _ sign). Today I setup AdGuard DNS server in my home lab, on the same machine is a reverse proxy to serve some internal services, I added a second IP to the host because I needed multiple HTTP ports. Nevermind, I set a wildcard DNS entry on adguard. Like this: *.mydomain.com 172.16.20.60 (which is the IP of the reverse proxy mentioned above) - I didn't want to add all services manually, so I chose the wildcard method.

            A few hours later I noticed that the machine that hosts the dns server and reverse proxy wasn't able to connect to the internet.

            I did a traceroute and saw that it was trying to reach the internet over _gateway.mydomain.com (which leads to the machine itselfs).

            A ping on _gateway.mydomain.com returned the machines IP, so I remembered the wildcard dns entry on my dns server. I added _gateway.mydomain.com to it's correct IP and then it worked as expected.

            My question is what is the thing about this kind of environment variable "_gateway"/"gateway" - why does RedHat do this? And I wonder why the network tries to reach it's gateway via a dns name? I wasn't able to find any information about this and didn't find any setting on the machine itselfs to disable this behavior.

            Here's some output:

            ...

            ANSWER

            Answered 2021-May-27 at 21:03

            As no one seems to know what I mean I cleared this by myself. I saw the same thing on Ubuntu, which led me to the conclusion it could have something to do with systemd ... and yes bingo!

            According to https://www.freedesktop.org/software/systemd/man/systemd-resolved.service.html which says:

            Source https://stackoverflow.com/questions/67644900

            QUESTION

            Fixed width of legend box using ggplot, gtable and cowplot
            Asked 2021-May-27 at 17:07

            I would like to make a plot with R that looks like the sample made with Mac's Numbers. I'm struggling with the space between the plot and the legend box. This is a sample of what I would like to achieve:

            With the help of some users (see end of post for reference) I got really close already. This is my current function:

            ...

            ANSWER

            Answered 2021-May-27 at 17:07

            I think the easiest solution is to simply apply wrapping to the text in your legend. You can do this using stringr::str_wrap() to give results like the following:

            Here is a very minimal edit to your function which allows a user to control the text wrapping:

            Source https://stackoverflow.com/questions/67671958

            QUESTION

            Grouping Items Python
            Asked 2021-May-24 at 14:14

            Let's say I have multiple unknown number of strings in a file. Every string is written in a new line. eg.

            ...

            ANSWER

            Answered 2021-May-24 at 14:14

            This is one approach using csv module to process the file and dict to store the data

            Ex:

            Source https://stackoverflow.com/questions/67673415

            QUESTION

            How to return an object with a collection instead of just the collection from a Web API?
            Asked 2021-May-15 at 14:22

            At the moment, in my controller's service method GetSubAccounts(accountId), I have this:

            ...

            ANSWER

            Answered 2021-May-15 at 14:22

            The problem was one of logic.

            To start with, my service method (and my API controller) was returning Task>, when it should return Task.

            Then my solution was:

            Source https://stackoverflow.com/questions/67542422

            QUESTION

            How to associate an object to its shadow in Pygame?
            Asked 2021-May-10 at 20:35

            I have a cloud class and I have a variety of cloud shapes so I need to associate each variation to its corresponding shadow in order to display it underneath it.

            But I tried creating a dictionary with the clouds' images as keys and their shadows as values, I also created to have the clouds and shadows each in a separate list and then used the for loop to iterate over them and associate them but none of that worked.

            I was facing an error which said TypeError: 'pygame.Surface' object is not iterable

            ...

            ANSWER

            Answered 2021-May-10 at 20:35

            Create a list of clouds and a list of shadows:

            Source https://stackoverflow.com/questions/67476937

            QUESTION

            Upgrade to Notes 11 - issue with Apache POI java library
            Asked 2021-Apr-19 at 10:21

            We are using Apache POI library in several Xpages applications running on Domino 9 servers. Now when upgrading HCL Notes Designer to R11 we can see that Apache POI is available in jvm\lib\ext folder in version 4.1.1 (used by Notes itself see here https://nevermind.dk/nevermind/blog.nsf/subject/an-important-change-in-hcl-notes-v11) . And here is an issue ... our applications are using Apache POI 3.x, Apache POI libs area attached into 'jars' in database design, but for some reason Designer is using the newer one from filesystem and not ours. Apache POI 4.x and 3.x is not compatible in some areas so we have a compilation errors.

            What is the solution for such situation? Apps are supposed to run on R9 servers and we are not supposed to rewrite these just because HCL uses Apache POI 4.x internally in Notes. Is there a way how to force an application to use Apache POI that is attached in our application?

            ...

            ANSWER

            Answered 2021-Apr-14 at 12:21

            Discussed with HCL technical support and got an answer, that there is no other way than update our application code when upgrading to R11. One just have to keep in mind that Apache POI 4.x and up requires JAVA 8, so one needs at least Domino R9 FP8 and higher when doing code update.

            But generally its better to do it when still running R9 FP8+ because this way both Apache POI versions can be used temporarily. So we can migrate the code to POI 4.1.1 and then we can make an R11 upgrade. This POI issue is related to xPages and Java agents, if Apache POI is being used there. And its our case ...

            Source https://stackoverflow.com/questions/66155713

            QUESTION

            React hooks useState doesnt update correctly
            Asked 2021-Mar-21 at 18:18

            I have a weird issue with react + mobx + hooks API not updating state correctly

            This is a console output of the example below. Nevermind about findDomNode error, it's related to toast component library being out of date

            Let's say there is a list of services and an array of corresponding ids. It's an admin panel where I want to add or delete current services on the server-side. I store selected services (i.e. checkboxes) in useState. It's also possible to remove service from the backend and therefore I need to update the selected (checkboxed) list on the frontend with what comes in a backend response

            The problem is that hook showing that update is right inside useEffect, but inside render function (handleListColCallback) selected values is not updating, always keeping deleted values

            Have tried multiple combinations of useMemo, useCallback, etc. There result is always the same. Am I doing something wrong?

            ...

            ANSWER

            Answered 2021-Mar-21 at 18:18

            It appears that the array in the context (serviceContext.nodeListArrayIds) somehow gets the deleted item re-added (something the OP might want to investigate).

            The difference between setSelected(serviceContext.nodeListArrayIds); and setSelected([...serviceContext.nodeListArrayIds]); is that in the first case selected is a reference to serviceContext.nodeListArrayIds and thus will reflect any changes to it. [...serviceContext.nodeListArrayIds] creates a shallow clone (similar to .slice()), so changes to serviceContext.nodeListArrayIds do not affect it.

            Source https://stackoverflow.com/questions/66731859

            QUESTION

            Combine arrays in map function
            Asked 2021-Mar-09 at 18:37

            I have an issue, or at least I'm not having the solution.

            I'm getting some API calls via a map and I can console.log all results which is great, but the problem is that I want to combine all the results in one array.

            ...

            ANSWER

            Answered 2021-Mar-08 at 22:28

            Have you tried pushing them into an array?

            Source https://stackoverflow.com/questions/66538047

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

            Vulnerabilities

            No vulnerabilities reported

            Install nevermind

            Python 3.6+ and TensorFlow are required. will install nevermind together with minimal requirements.

            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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