angela | A modular deep reinforcement learning framework | Machine Learning library

by danielnbarbosa Python Version: Current License: MIT

X-Ray Key Features Code Snippets Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | angela Summary

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

Angela is a deep reinforcement learning agent, or rather a collection of agents, capable of solving a variety environments. She implements several different RL algorithms and neural network models. She can work with both discrete and continuous action spaces allowing her to tackle anything from Atari games to robotic control problems. She is coded in python3 and pytorch and is getting smarter every day :). Basically I use Angela as a modular way to test out different RL algorithms in a variety of environments. It's great for prototyping and getting an agent training quickly without having to re-write a lot of boilerplate.

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Quality

Security

License

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Support

angela has a low active ecosystem.

It has 25 star(s) with 7 fork(s). There are 2 watchers for this library.

It had no major release in the last 6 months.

angela has no issues reported. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of angela is current.

Quality

angela has 0 bugs and 0 code smells.

Security

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

angela code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

angela 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

angela releases are not available. You will need to build from source code and install.

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

Installation instructions, examples and code snippets are available.

angela saves you 1753 person hours of effort in developing the same functionality from scratch.

It has 3879 lines of code, 173 functions and 110 files.

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

Top functions reviewed by kandi - BETA

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

Train the network
Updates the game
Print an epoch
Prints the solved solution
Reset the game
Prepare frame
Add a frame to the state
Visualize the frame
Subplot an image
Reset the current state
Add a frame to the current state
Plot the loss function
Plot a sub - plot
Write a single episode
Print an episode summary
Train the critic
Soft update of two parameters
Forward a single action
Plot the loss function
Visualize the frame
Plot the histogram
Print an episode
Print an episode stats

Get all kandi verified functions for this library.

angela Key Features

No Key Features are available at this moment for angela.

angela Examples and Code Snippets

No Code Snippets are available at this moment for angela.

Community Discussions

Trending Discussions on angela

Javascript: Merge List of JSON Objects on Same Key and Drop Un-merged Objects

How to highlight and count specific keywords in a pandas dataframe

Constant 'weight' inferred to have type '()', which may be unexpected

How to find largest multiple-digit number in file and order the file (Python)

pandas dataframe to a list of dictionaries

trouble with truthy/falsey

React update state with interval

Can someone explain why assertTrue does not fail in this case?

setBackgroundcolor error in the onitemclicklistener

TeraData REGEXP_REPLACE() Email Clean up

QUESTION

Javascript: Merge List of JSON Objects on Same Key and Drop Un-merged Objects

Asked 2021-Jun-02 at 20:20

I've looked through every "Merge JSON Objects on Same Key" question in SO, but to no avail.

I have two arrays of different-length JSON objects, like so, and I need to merge each JSON object that has a shared key (in this case, realName) and dump what is not appearing in both:

...

ANSWER

Answered 2021-Jun-02 at 20:17

I have a different approach for your problem . I don't use reduce . I map the first array and inside the mapping filter the first element from the second array that match with the actual element mapped . Here how I did it with code :

Source https://stackoverflow.com/questions/67811155

QUESTION

How to highlight and count specific keywords in a pandas dataframe

Asked 2021-May-28 at 22:58

For each row in the Text column of my df, I want to do the following:

Highlight the keywords gross,suck,singing & ponzi
Count the number of keywords in each row and store them in a Count column

...

ANSWER

Answered 2021-May-28 at 22:34

Use str, find all. That will give you a list. count elements in each list using str.len()

Source https://stackoverflow.com/questions/67746078

QUESTION

Constant 'weight' inferred to have type '()', which may be unexpected

Asked 2021-May-27 at 21:03

I am doing Angela Yu ios development bootcamp online, seems that some code is a bit outdated, stuck on this error, that I don't know how to fix.

...

ANSWER

Answered 2021-May-27 at 21:03

The let weight = ... line contains two assignments which is not supported (it never was).

Probably you want this

Source https://stackoverflow.com/questions/67729722

QUESTION

How to find largest multiple-digit number in file and order the file (Python)

Asked 2021-May-27 at 11:27

I would like to know how to order values in a text file based on number, specifically, these numbers in front of the names. The program, in theory, should scan through all the numbers, move the largest one to the top, then repeat with the second largest, if I am correct. Test cases:

...

ANSWER

Answered 2021-May-27 at 10:11

Try:

Source https://stackoverflow.com/questions/67719871

QUESTION

pandas dataframe to a list of dictionaries

Asked 2021-May-22 at 11:12

I have the following data, but I want the final output to remove the keys and just be a list of dictionaries.

...

ANSWER

Answered 2021-May-22 at 11:12

You can try orient=records:

Source https://stackoverflow.com/questions/67648800

QUESTION

trouble with truthy/falsey

Asked 2021-May-21 at 00:27

A quick intro, I am a total noob learning JS and feel that it's going well, however I am doing a simple exercise right now and I'm hung up on something.

I have learned that: a falsey value is a value that is considered false when encountered in a boolean context ex: false, 0, -0, 0n, "", null, undefined, NaN (Not a number) truthy is everything other than falsey (such as a String, boolean true, any number not 0 etc.)

so in my example below, if anyone could help me understand why value => value == true, would print out false (as was the case) when I have a string value in my array ("Angela"). Thanks!

...

ANSWER

Answered 2021-May-21 at 00:27

Edit:

The question was a bit confusing because of the snippet, I understood that you were trying to look for falsy values.

The reason why:

Source https://stackoverflow.com/questions/67629379

QUESTION

React update state with interval

Asked 2021-May-13 at 19:14

I just start study react and I have question Let's say I recive data from server, and I need to add it to my front with some filter. Data is array name|age I want to add it to front with interval 1sec, so I need to update my state every 1sec, I try some variants and nothing is worked. So can someone help me to understude how update state with setState every 1sec? Here my code

...

ANSWER

Answered 2021-May-13 at 19:07

You need to fix 2 things. First, move i++ out of if block. You are incrementing the counter only when condition meets. When it sees someone underage, it will never increment the counter and loop infinitely. After moving it, you will notice your canDrink state is changing but weirdly. That's because your interval function only knows the first version of canDrink array (see closures). You can use setCanDrink(previousState => [...previousState, people[i]]) to update your state

Source https://stackoverflow.com/questions/67524549

QUESTION

Can someone explain why assertTrue does not fail in this case?

Asked 2021-May-10 at 08:12

So I have a test set up like this:

...

ANSWER

Answered 2021-May-10 at 08:12

You never reached your Assertions.assertTrue(id > 0); statement. As the db table was missing, commit threw an exception. You handled the exception by printing the stack trace to the console.

To let the test fail you can:

rethrow the exception
drop the exception handling

Your handler only prints the stack trace, but test runner does the same for uncaught exceptions, so I would go with the latter option.

As a side note, if you need to handle an exception, try to be as specific as possible - catching Exception is rarely a good idea, as it can hide unexpected ones.

Source https://stackoverflow.com/questions/67466054

QUESTION

setBackgroundcolor error in the onitemclicklistener

Asked 2021-May-06 at 21:12

I want items to change color when the user selects them. But when an item changes color, another item changes in the same way, I don't know why this error occurs, this is the code

I am using a listview and a simpleCursorAdapter, with a LoaderManager.

...

ANSWER

Answered 2021-May-06 at 21:12

you can disable view recycling by doing this

Source https://stackoverflow.com/questions/67386064

QUESTION

TeraData REGEXP_REPLACE() Email Clean up

Asked 2021-Apr-27 at 07:29

community! I am trying to get this syntax to work and I need some assistance. I need to remove everything after @ and capitalize the first initial and last intial of the name while removing any numbers at the end of the name. I am struggling to accomplish this. any rewrites would be appreciated.

Email:

LOGAN_SMITH@sample.email.com
caden_smith5@email.com
ANGELA_Smith1@my.email.com

Desired Outcome:

Logan Smith
Caden Smith
Angela Smith

...

ANSWER

Answered 2021-Apr-27 at 07:29

There's a built-in function for capitalizing the first character of words:

Source https://stackoverflow.com/questions/67274873

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

Vulnerabilities

No vulnerabilities reported

Install angela

The below process works for MacOS, but should be easily adopted for Windows. For AWS see separate instructions. Create an anaconda environment that contains all the required dependencies to run the project. If you want to work with mujoco environments see additional requirements. Note that ppaquette_gym_super_mario downgrades gym to 0.10.5.

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: