kerl | reinforcement learning algorithms and tools | Machine Learning library

by kpot Python Version: Current License: MIT

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

kandi X-RAY | kerl Summary

kerl is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow, Keras applications. kerl 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.

The goal of the project is to create implementations of state-of-the-art RL algorithms as well as a platform for developing and testing new ones, yet keep the code simple and portable thanks to Keras and its ability to use various backends. This makes KERL very similar to [OpenAI Baselines] only with focus on Keras.

Support

Quality

Security

License

Reuse

Support

kerl has a low active ecosystem.

It has 10 star(s) with 4 fork(s). There are 4 watchers for this library.

It had no major release in the last 6 months.

There are 0 open issues and 1 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of kerl is current.

Quality

kerl has no bugs reported.

Security

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

License

kerl 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

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

Run training
Load model weights from given path
Prepare an agent for training
Play an environment
Train the RNN algorithm
Calculate the mean and normalize of an array
Normalize x
Calculate the payoff estimator
Create a baselineCV model
Calculate the optimal padding
Divide the convolutional padding
Builds a trainable model
Calculates the VAE loss
Perform one step of the simulation
Train the RNN on a given sample
Constructs an agent
Resets the state of all states
Train the model on a given sample
Construct a network agent
Read the history from a history file
Forward one or more simulations
Perform a multi - env action sampling
Resets the state of all states
Render the image

Get all kandi verified functions for this library.

kerl Key Features

No Key Features are available at this moment for kerl.

kerl Examples and Code Snippets

No Code Snippets are available at this moment for kerl.

Community Discussions

Trending Discussions on kerl

asdf erlang fails to compile on macOS

Cannot install asdf erlang on MAC OSX Mojave

Installing Erlang via asdf on Ubuntu fails after "Downloading kerl"

I am unable to install erlang/Elixir on my ubuntu 18.10 cosmic system

Unable to Install Erlang using asdf on OSX 10.15.4

install erlang with asdf without jinterface

how to add specific two columns and get new column as a total using pandas library?

Servlet response in particular part of HTML

Erlang regexp matching on Chinese characters

How do I point to a local elixir version in mix.exs file?

QUESTION

asdf erlang fails to compile on macOS

Asked 2021-May-13 at 10:22

I'm attempting to install erlang 22.3.4.18 on macOS 11.3.1 via asdf.

The asdf plugin for erlang.

The OSX-specific instructions say to install autoconf and wxmac and I have. It also says the earliest version that will work is 22.3.1. So as far as I know, this should work.

...

ANSWER

Answered 2021-May-10 at 20:21

Thanks to the link from 7stud and the answer on the elixir forum by jerdew, it compiled!

Anyone else who finds this answer, this gist has the solution.

Source https://stackoverflow.com/questions/67442905

QUESTION

Cannot install asdf erlang on MAC OSX Mojave

Asked 2021-Feb-01 at 14:02

I am trying to install Erlang in a Mac OS system with Mojave on it. However the installation hangs for no apparent reason:

...

ANSWER

Answered 2021-Jan-19 at 09:12

Go to ~/.asdf/plugins/erlang/kerl-home/builds/asdf_22.2.8 and look at the otp_build_22.2.8.log file. It should tell you what's going on.

Source https://stackoverflow.com/questions/65773931

QUESTION

Installing Erlang via asdf on Ubuntu fails after "Downloading kerl"

Asked 2021-Jan-26 at 18:51

Background

I have a Ubuntu and I am trying to install Erlang 22.2.8 via the asdf-erlang plugin.

...

ANSWER

Answered 2021-Jan-14 at 10:37

After a lot of investigation by me and several people from the Elixir community, we have finally discovered what was the issue.

Issue

The first clue was the exit signal of the command itself:

Source https://stackoverflow.com/questions/65698007

QUESTION

I am unable to install erlang/Elixir on my ubuntu 18.10 cosmic system

Asked 2020-Jun-10 at 06:19

I am following the steps on for unix like systems https://elixir-lang.org/install.html#unix-and-unix-like

this is the error that I am getting

...

ANSWER

Answered 2020-Jun-10 at 06:19

The problem was that with cosmic the repositories were not available on http://archive.ubuntu.com.

changing them in /etc/apt/sources.list i.e replacing all occurences of http://archive.ubuntu.com with http://old-releases.ubuntu.com did the trick.

Source https://stackoverflow.com/questions/62276124

QUESTION

Unable to Install Erlang using asdf on OSX 10.15.4

Asked 2020-May-04 at 13:14

I am running into an issue that I haven't previously had with over 6+ months of using asdf on osx. I need to install Erlang 21.3.7.1 and when I do I get this error output from the console that I honestly don't know how to solve:

...

ANSWER

Answered 2020-May-04 at 13:14

After upgrading to Catalina I tried installing 22.3.1 but that was not enough for me; somehow Erlang on Catalina could not find OpenSSL.

What I had to do was:

1) Uninstall Erlang 22.3.1 if you have it already:

Source https://stackoverflow.com/questions/61228561

QUESTION

install erlang with asdf without jinterface

Asked 2019-Nov-21 at 05:31

I'm trying to install Erlang (and later Elixir) with asdf however I'm getting an error regarding jinterface as the install process seems to freeze:

...

ANSWER

Answered 2019-Nov-19 at 15:28

I suspect it's not actually freezing - it's compiling Erlang, but hiding all the output. Give it ten to twenty minutes or so, and it should complete.

Source https://stackoverflow.com/questions/58936966

QUESTION

how to add specific two columns and get new column as a total using pandas library?

Asked 2019-Sep-08 at 02:05

I'm trying to add two-columns and trying to display their total in a new column and following as well

The total sum of sales in the month of Jan The minimum sales amount in the month of Feb The average (mean) sales for the month of Mar and trying to create a data frame called d2 that only contains rows of data in d that don't have any missing (NaN) values

I have implemented the following code

...

ANSWER

Answered 2019-Sep-08 at 00:42

When you used new_val['total'] = 'total' you basically told Pandas that you want a Column in your DataFrame called total where every variable is the string total.

What you want to fix is the variable assignment. For this I can give you quick and dirty solution that will hopefully make a more appealing solution be clearer to you.

You can iterate through your DataFrame and add the two columns to get the variable for the third.

Source https://stackoverflow.com/questions/57838225

QUESTION

Servlet response in particular part of HTML

Asked 2017-Dec-16 at 21:42

I am trying allready more than 2 Days to find out how to place response from Servlet to the particular position of an HTML page. Location should be at the place where "Here I want to be!!!" is

...

ANSWER

Answered 2017-Dec-16 at 15:13

I would suggest you a different approach. Why not call your servlet by Ajax through javascript. Then catch the response in java script function and then using document.getElementById("someId").innerHtml method to insert the response of servlet.

There would be no page refresh and submits. Just an ajax call to servlet, catch the response and write the response.

Source https://stackoverflow.com/questions/47845997

QUESTION

Erlang regexp matching on Chinese characters

Asked 2017-Oct-14 at 08:20

TL;DR:

...

ANSWER

Answered 2017-Oct-14 at 08:20

TL;DR:

UTF-8 regexs are accessible by putting the regex pattern into unicode mode with the option unicode. (Note below that the string "^(.*\\..*)$" is the result of your call to xmerl_regexp:sh_to_awk/1.)

Source https://stackoverflow.com/questions/46735539

QUESTION

How do I point to a local elixir version in mix.exs file?

Asked 2017-Jul-31 at 04:12

So I have a phoenix project I'm using as a test app of sorts. If I want to use a local version of elixir source code that I'm using (and making changes on), how do I tell phoenix to use it? I also want to be able to use "iex -S mix" with it. The below elixir: ["~> 1.6.0-dev", path: '/my/local/path/to/elixir'] does not work, but it's what I'm trying to do.

I already tried adding the below and I get a syntax error. Adding elixir to the dependencies (in the def deps function) didn't seem to do anything. I'm also using kiex and kerl for elixir version configuration.

...

ANSWER

Answered 2017-Jul-31 at 02:57

You need use the local elixir binary.

For example, instead of iex -S mix phx.server, do $YOUR_LOCAL_ELIXIR_PATH/bin/iex -S mix phx.server. Other stuff like mix, elixir are the same.

Source https://stackoverflow.com/questions/45405710

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

Vulnerabilities

No vulnerabilities reported

Install kerl

Assuming you use some kind of Linux/MacOS and you have both Git and Python >= 3.6 already installed and the python available as python3. Here’s how you can clone the repository and install the necessary libraries:. If you have difficulties finding Python 3.6 for your OS, perhaps [pyenv](https://github.com/pyenv/pyenv) can help you. You will also need to install some backend for Keras. For this example we’ll install TensorFlow. Now you can start training your agent by calling. This command will train a PPO agent to play MsPacman by running 16 parallel simulations, each of which will be run during 5 time steps for each training cycle. The agent will use already classical convolutional neural network with dense policy and value outputs, learning rate 2e-4 and scale the rewards down by multiplying them to 0.05 (1/20) to avoid numerical instabilities.
The agent’s weights, regularly stored using using [HDF5 format](http://docs.h5py.org/en/latest/) in a file called model-MsPacman-v0-PPO-CNN.h5.
A file by default named model-MsPacman-v0-PPO-CNN_history.txt, containing records of all episodes played during the training. The exact format of this file is described [later](#history-file).

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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