surreal | Super Rapid Reinforcement Learning Algo Implementation | Machine Learning library

by ducandu Python Version: v0.0.1 License: Apache-2.0

X-Ray Key Features Code Snippets(2)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | surreal Summary

surreal is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. surreal 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.

Super Rapid Reinforcement Learning Algo Implementation Library

Support

Quality

Security

License

Reuse

Support

surreal has a low active ecosystem.

It has 5 star(s) with 2 fork(s). There are 4 watchers for this library.

It had no major release in the last 12 months.

There are 4 open issues and 0 have been closed. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of surreal is v0.0.1

Quality

surreal has no bugs reported.

Security

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

License

surreal is licensed under the Apache-2.0 License. This license is Permissive.

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

Reuse

surreal 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.

Top functions reviewed by kandi - BETA

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

Make a Makeable object
Load a configuration from a file
Return the value at index
Return the class corresponding to the given lookup_type
Call the network
Sample from distribution
complement a reference structure
Sample from the distribution
Performs synchronous actions
Creates the output_space and distributions
LSTM layer
Calculate the objective function
Build a text processing stack
Add a new main axis
Create a variable
Convenience constructor for constructing a gradient curve
Handle an event
Add new records to the slice
Sample event loop
Create pre - concatnet networks
Event loop
Updates the model with the given labels
Run the loop
Make a copy of the graph
Perform a synchronous action
Create a keras model

Get all kandi verified functions for this library.

surreal Key Features

No Key Features are available at this moment for surreal.

surreal Examples and Code Snippets

Incentives:

Python

Lines of Code : 20

License : Permissive (Apache-2.0)

Copy

    # Add sars't-tuple to memory.
    if self.s and self.a:
        self.memory.add_records(dict(s=self.s, a=self.a, r=r, s_=s_, t=t))  # s_ = s'; t = is s' terminal?

    # Handle ε-greedy exploration (decay).
    if random() < self.epsilon(time_

Cite

Python

Lines of Code : 7

License : Permissive (Apache-2.0)

Copy

@GithubRepo{,
  author    = {Mika, Sven},
  title     = {{Surreal: SUper-Rapid REinforcement learning Algo implementation Library}},
  repo = {{https://github.com/ducandu/surreal}},
  year      = {2019},
  month     = oct,
}

Community Discussions

Trending Discussions on surreal

Toggling between two sets of boolean and string representations

Filtering knockout observable array based on string

Multiple values for a word in Python dictionary

Can't assign an image to a Nullable ImageView

Scala type constraint to check argument values

How to copy a specific text from html attribute to a PHP String?

Heatmap using lists of different size

R tidyeval passing a list containing multiple character vectors to dplyr functions

Xcode 10, where are the UI elements?

Mallet DMR negative propability for feature-based topic-distribution?

QUESTION

Toggling between two sets of boolean and string representations

Asked 2021-Feb-11 at 02:45

I have 2 boolean variables:

...

ANSWER

Answered 2021-Feb-11 at 02:23

Couldn't you do something like:

Source https://stackoverflow.com/questions/66147917

QUESTION

Filtering knockout observable array based on string

Asked 2020-Dec-12 at 01:27

I'm currently trying to solve a little problem.

I have the following code. I try to filter and re-render the fetched movielist based on the chosen genre.

So far i am able to cast the selected option to an object in my js-script but i don't know where to go from here. The genre values in my observable array is an array of its own since one movie can have multiple genres.

Here's my script so far:

...

ANSWER

Answered 2020-Dec-12 at 01:27

You could add a computed observable filteredMoviesList which would go through each of the filters you describe and filter for the selected genre. Then in your html you would just bind your foreach binding to that instead of moviesList. Here is a simple example:

Source https://stackoverflow.com/questions/65254320

QUESTION

Multiple values for a word in Python dictionary

Asked 2020-Oct-12 at 16:30

I have a text file consist of words, emotion-category, and corresponded score to each emotion.

...

ANSWER

Answered 2020-Oct-12 at 16:30

This should do what you need, I think

Source https://stackoverflow.com/questions/64321459

QUESTION

Can't assign an image to a Nullable ImageView

Asked 2020-Aug-18 at 12:48

How can I set an image to ImageView?

The idea of my app is to show the different type of RecyclerView's view holder according to the data class in a RecyclerView. Data classes look like this:

...

ANSWER

Answered 2020-Aug-18 at 12:13

The error says that your game_pic variable is null.

One workaround I can suggest without seeing your code:

Source https://stackoverflow.com/questions/63467468

QUESTION

Scala type constraint to check argument values

Asked 2020-Jun-26 at 13:15

I'm trying to implement Conway's surreal numbers in Scala. A surreal number is defined recursively – as a pair of sets of surreal numbers, called left and right, such that no element in the right set is less than or equal to any element in the left set. Here the relation "less than or equal to" between surreal numbers is also defined recursively: we say that x ≤ y if

there is no element a in the left set of x such that y ≤ a, and
there is no element b in the right set of y such that b ≤ x.

We start with defining zero as a pair of empty sets, then use zero to define 1 and -1, and so on.

I cannot figure out how to enforce the definition of a surreal number at compile time. This is what I have now:

...

ANSWER

Answered 2020-Jun-26 at 13:15

You could define a macro in order to execute calculations at compile time

Source https://stackoverflow.com/questions/62590645

QUESTION

How to copy a specific text from html attribute to a PHP String?

Asked 2020-Jun-03 at 04:26

...

ANSWER

Answered 2020-Jun-03 at 00:43

You can use explode to get the value of the hash if it is the last key/value pair in the string using the following method...

Online PHP Editer:

https://3v4l.org/kUrJs

Source https://stackoverflow.com/questions/62161810

QUESTION

Heatmap using lists of different size

Asked 2020-May-31 at 01:42

I would like to compare two list of different size using JaroWinkler similarity. List_1 has 5 elements and it comes from a column dataframe, e.g.

...

ANSWER

Answered 2020-May-31 at 01:42

You can simply do:

Source https://stackoverflow.com/questions/62110002

QUESTION

R tidyeval passing a list containing multiple character vectors to dplyr functions

Asked 2020-May-25 at 22:19

In this problem I want to map a function over multiple data inputs to create output showing frequencies of item responses.

First I create two data sets using the psych package:

...

ANSWER

Answered 2020-May-25 at 22:19

Here, we could use mget to get the values of the objects

Source https://stackoverflow.com/questions/62011078

QUESTION

Xcode 10, where are the UI elements?

Asked 2020-Apr-21 at 08:07

Have been out of Swift coding for almost a year, I'm back.

Download Xcode 10 beta. Have I lost my mind? I've tried every trick I know, none of the UI elements show up in storyboard. Zero. The sidebar is empty.

Xcode 10:

Xcode 9, no problem there they are, all my UI buttons, etc.

thanks, this is kind of surreal. :-)

...

ANSWER

Answered 2018-Oct-22 at 13:27

Library content has moved from the bottom of the Inspector area to an overlay window, which can be moved and resized like Spotlight search. It dismisses once items are dragged, but holding the Option key before dragging will keep the library open for an additional drag.

The library can be opened via:

a new toolbar button (image attached);
the View > Libraries menu;
or the ⇧⌘L keyboard shortcut.

Source https://stackoverflow.com/questions/51051532

QUESTION

Mallet DMR negative propability for feature-based topic-distribution?

Asked 2020-Mar-14 at 18:55

I've created a DMR Topic model (via Java API) which calculates the topic distribution based on the publication-year of the documents.

The resulting distribution is a bit confusing, because there are a lot of negative propabilities. Sometimes all propabilities for a whole topic are negative values. See:

Q1: Why are there negative values? The lowest possible possibility for a topic distribution for a given feature should be at least 0,0 ... I guess?

Additional I build a LDA model where the ModelLogLikelihood seems to be surreal. I trained the model with nearly 4 million documents and 20 topics. Alpha =1.0 ; Beta = 0.01 ; # iterations 1000;

Results in Model-Log likelihood: -8.895651309362761E8

Q2: Can this value be correct? Or am I doing something wrong?

...

ANSWER

Answered 2020-Mar-14 at 18:55

Thanks for using DMR! LDA assumes that the prior for the topic distribution for each document is a Dirichlet distribution. The parameters for a K-dimensional Dirichlet are K non-negative real numbers. DMR-LDA generates a document-specific prior based on the properties of a document.

Q1: These are not probabilities, they are regression coefficients. If you have a document with feature 2014, the value for the Dirichlet parameter for topic 1 with the expression exp(-4.5 + -0.25). This is the default parameter plus the offset for 2014, exponentiated to make it non-negative. These values are equivalent to about 0.01 for the default value with no additional features, and 0.008 (78%) for 2014.

Q2: This is a common confusion! The key is that this is a log probability. The log function crosses 0 at 1, since anything to the 0 is 1. The log of any value less than 1 is negative. Since all probabilities are less than or equal to one, all log probabilities are zero or negative. The other thing that often surprises people is how large the log probabilities are. Let's say you have a language model where each word token is independent, and the probability of a given word is usually around 1/1000. The log probability of one word is therefore around -7.0. The joint probability of a whole collection is the product of the token probabilities, so the log of that joint probability is the sum of -7. I'm guessing your collection has about 100M tokens?

Source https://stackoverflow.com/questions/60669679

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

Vulnerabilities

No vulnerabilities reported

Install surreal

You can download it from GitHub.
You can use surreal 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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