ai-gym | deep learning and robotics related practice projects | Machine Learning library

by MattChanTK Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | ai-gym Summary

ai-gym is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. ai-gym has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However ai-gym build file is not available. You can download it from GitHub.

Deep learning and robotics related practice projects.

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Quality

Security

License

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ai-gym has a low active ecosystem.

It has 37 star(s) with 33 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

There are 7 open issues and 2 have been closed. On average issues are closed in 13 days. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of ai-gym is current.

Quality

ai-gym has 0 bugs and 0 code smells.

Security

ai-gym has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

ai-gym code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

ai-gym is licensed under the MIT License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

ai-gym releases are not available. You will need to build from source code and install.

ai-gym has no build file. You will be need to create the build yourself to build the component from source.

ai-gym saves you 422 person hours of effort in developing the same functionality from scratch.

It has 1000 lines of code, 66 functions and 8 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed ai-gym and discovered the below as its top functions. This is intended to give you an instant insight into ai-gym implemented functionality, and help decide if they suit your requirements.

Simulate the maze
Convert a state to a bucket index
Select an action from the given state
Run the simulation
Create a replay of the brain
Preprocess the image
Calculate the number of action s
Observe the given sample
Test the model
Save ndarray as text file
Create a convolutional network
Convert an image to a gray scale
Returns random stacks
Return a stack of examplers
Load MNIST dataset
Reads the MNIST data from a file
Load files from MNIST
Read the labels from a file

Get all kandi verified functions for this library.

ai-gym Key Features

No Key Features are available at this moment for ai-gym.

ai-gym Examples and Code Snippets

No Code Snippets are available at this moment for ai-gym.

Community Discussions

Trending Discussions on ai-gym

How can I prevent this memory leak?

Getting error: module 'gym' has no attribute 'make'

QUESTION

How can I prevent this memory leak?

Asked 2022-Mar-16 at 18:44

Below is a stripped-down version of the problem I'm hitting with memory management in relation to using the Python interpreter from C++.

The code as it is below will run properly, but its memory footprint will gradually grow over time. I added a line to manually invoke the Python garbage collection; this didn't solve the issue.

What do I need to change with this code to prevent the growing memory leak?

[edit]: As per the suggestion from below, I've cut down the pythonTest function even further. All it does is create an environment, reset it, and close it. The memory leak persists.

I'm using Python 3.10.2 on Windows 10. C++ is being compiled by Visual Studio to the C++14 standard. I have OpenAI-Gym version 0.22.0 installed.

...

ANSWER

Answered 2022-Mar-16 at 15:10

You're creating a new pActionList every time round the loop but you don't seem to be disposing of it.

Generally speaking, although you've described this as a stripped down version of your code, it's still pretty complex. I would say keep on stripping it down until the problem goes away. That should show you where the problem lies.

Source https://stackoverflow.com/questions/71498764

QUESTION

Getting error: module 'gym' has no attribute 'make'

Asked 2020-Jan-04 at 14:02

I am trying to run a basic OpenAI-gym program available on their OpenAI-gym's official documentation:

...

ANSWER

Answered 2020-Jan-04 at 11:16

I figured out that I had named my python file as gym.py which is not allowed and was giving the error. All that needed to be done was to delete that file and name it something else like gym_test.py and then it ran fine.

Source https://stackoverflow.com/questions/59590152

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

Vulnerabilities

No vulnerabilities reported

Install ai-gym

You can download it from GitHub.
You can use ai-gym 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 .

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