Sequoia | Research Tree - A playground for research | Reinforcement Learning library

by lebrice Python Version: demo License: GPL-3.0

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

kandi X-RAY | Sequoia Summary

Sequoia is a Python library typically used in Artificial Intelligence, Reinforcement Learning, Deep Learning applications. Sequoia has no bugs, it has no vulnerabilities, it has build file available, it has a Strong Copyleft License and it has low support. You can download it from GitHub.

A Playground for research at the intersection of Continual, Reinforcement, and Self-Supervised Learning.

Support

Quality

Security

License

Reuse

Support

Sequoia has a low active ecosystem.

It has 175 star(s) with 13 fork(s). There are 17 watchers for this library.

It had no major release in the last 6 months.

There are 55 open issues and 61 have been closed. On average issues are closed in 34 days. There are 6 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of Sequoia is demo

Quality

Sequoia has no bugs reported.

Security

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

License

Sequoia is licensed under the GPL-3.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

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

Return a dict of cmdclass
Return the value for the given key
Get the project root directory
Extract version information from VCS
Create a ConfigParser instance from a root
Perform a hyperparameter sweep
Get the name of the class
Adapts the HPO sweeps
Compute the name of the experiment
Find the matching environment id
Generates a mapping of all the settings for a given method
Calculate the fraction of observations with gradient
Create a new instance from command - line arguments
Updates the weights according to the syn_data
Sample from the unlabeled buffer
Add patterns to memory
Fit the objective function
Return the loss for a given environment
Compute the loss for each output head
Split the observation and reward type
Return a tuple of the LPG - ftw - ftw - f - ftw - tf
Create a versioneer config file
Creates a setting for each task
Called after a single step
Create a continuous task sampling function
Extract the version information
Configure the model

Get all kandi verified functions for this library.

Sequoia Key Features

No Key Features are available at this moment for Sequoia.

Sequoia Examples and Code Snippets

No Code Snippets are available at this moment for Sequoia.

Community Discussions

Trending Discussions on Sequoia

How do I read/write markdown yaml frontmatter with ruamel.yaml?

getting error when trying to convert object column into int

How can i print 1 object using v-for fetching a local json file

I need user input to point from one dataframe to another and display a column from the second dataframe-python

Flatten JSON string in dataframe column with multiple rows or transfer to other df

The result type 'System.Tuple`3[System.Guid,System.Int32,System.String]' may not be abstract and must include a default constructor

function initialize() and xmlhttp.onreadystatechange = function() order of events

Object array built from JSON not showing up on my Google map

Stuck in a while Loop while parsing JSON into an array of Objects

Sort an array of instances of a custom class based on a field

QUESTION

How do I read/write markdown yaml frontmatter with ruamel.yaml?

Asked 2021-Jun-14 at 11:35

I want to use Python to read and write YAML frontmatter in markdown files. I have come across the ruamel.yaml package but am having trouble understanding how to use it for this purpose.

If I have a markdown file:

...

ANSWER

Answered 2021-Jun-14 at 11:35

When you have multiple YAML documents in one file these are separated with a line consisting of three dashes, or starting with three dashes followed by a space. Most YAML parsers, including ruamel.yaml either expect a single document file (when using YAML().load()) or a multi-document file (when using YAML().load_all()).

The method .load() returns the single data structure, and complains if there seems to be more than one document (i.e. when it encounters the second --- in your file). The .load_all() method can handle one or more YAML documents, but always returns an iterator.

Your input happens to be a valid multi-document YAML file but the markdown part often makes this not be the case. It easily could always have been valid YAML by just changing the second --- into --- | thereby making the markdown part a (multi-line) literal scalar string. I have no idea why the designers of such YAML frontmatter formats didn't specify that, it might have to do that some parsers (like PyYAML) fail to parse such non-indented literal scalar strings at the root level correctly, although examples of those are in the YAML specification.

In your example the markdown part is so simple that it is valid YAML without having to specify the | for literal scalar string. So you could use .load_all() on this input. But just adding e.g. a line starting with a dash to the markdown section, will result in an invalid YAML document, so you if you use .load_all(), you have to make sure you do not iterate so far as to parse the second document:

Source https://stackoverflow.com/questions/67964331

QUESTION

getting error when trying to convert object column into int

Asked 2021-Feb-07 at 08:53

I have a dataframe in which few of the columns are object, and I want to change one of them into a int column so I can work with it. and do some calculation. but when ever am trying to do it am getting this error.

here's my code.

code which giving me the error.

...

ANSWER

Answered 2021-Feb-07 at 08:53

There is a categorical variable instance 'undisclosed' in your df['Amount in USD'] which cannot be converted to int per se.

You need to map values that are not numeric with string type on your own, i.e.:

Source https://stackoverflow.com/questions/66085735

QUESTION

How can i print 1 object using v-for fetching a local json file

Asked 2021-Jan-19 at 16:21

In the above exercise, I have a working v-for loop that prints all of the JSON objects in my JSON file, I am trying to only print the first object instead of the whole list... is there a way?

I could not find an answer on google

here is my code:

...

ANSWER

Answered 2021-Jan-19 at 16:21

So as per you data structure your code should be something like

Source https://stackoverflow.com/questions/65795128

QUESTION

I need user input to point from one dataframe to another and display a column from the second dataframe-python

Asked 2020-Nov-19 at 19:25

I have 2 pandas dataframes:

state abbreviations and states.
state names and all the national parks in each state. This is not the whole dataframe.

I need to search for a user input in the state dataframe, in this case the state abbreviation, then take the adjacent value, the full name and use that to display the correct column from the parks dataframe. I am sure this could be easier if they were one dataframe, but I could not figure a way to do that and keep all of the functionality; I want to be able to display the state dataframe for the user. Any suggestions would be really appreciated. here is my code. Around line 72 I could use help. I kept as much out as i could while keeping this functional, it is a large program, but this is my biggest problem so far. thank you

...

ANSWER

Answered 2020-Nov-19 at 05:41

You can do your task in this way:

Combine the all-states and abbreviations into a single column

Source https://stackoverflow.com/questions/64905191

QUESTION

Flatten JSON string in dataframe column with multiple rows or transfer to other df

Asked 2020-Sep-30 at 20:49

I have a dataframe in jupyter notebook with following columns:

...

ANSWER

Answered 2020-Sep-30 at 20:49

You first need to modify the true/false/null values in your json. Those are being treating as unrecognized variable names since they are unquoted. If you convert them to True/False/None, pd.json_normalize will parse it fine:

Source https://stackoverflow.com/questions/64144934

QUESTION

The result type 'System.Tuple`3[System.Guid,System.Int32,System.String]' may not be abstract and must include a default constructor

Asked 2019-Nov-28 at 09:06

Is it possible to read tuple list from ObjectContext object?

I have database query something like this, inside a stored procedure

...

ANSWER

Answered 2019-Nov-25 at 12:35

you can't use tuple in this case because tuple class doesn't have default constructor (parameter-less constructor) .net framework use reflection to create this type automatically so it should have default constructor.

so solution in this case is creating class that contains these three properties and use it instead of tuple

Source https://stackoverflow.com/questions/59031419

QUESTION

function initialize() and xmlhttp.onreadystatechange = function() order of events

Asked 2019-Sep-21 at 20:21

I think I have an order of events issue that I am having trouble tracking down. For background, you can check out this stack question here. HE was a hero and pointed out an extra ' in my json fro my DB and I was able to fix that, and a silly re-naming of a couple of variables.

His JSFiddle works great but the only difference is I have an AJAX call instead of hard coding the JSON in there. When I run the code with JSON I do not get anything populating on my map, so I put a bunch of consoloe.log() statements in there to see what was going on. I suspect the function to load markers is running before the ajax call.

...

ANSWER

Answered 2019-Sep-21 at 18:29

That is because XMLHttpRequest.onreadystatechange is called multiple times, it is called every time readyState changes. It can be called when the connection is opened, when you receive the response headers, when the response body starts to be sent and when the response body has beed received. That is why there is a check in there for readyState == 4. 4 is XMLHttpRequest.DONE.

To make sure initialize is called before the AJAX response comes in, you can place the xmlhttp.send() call at the end of that function.

Source https://stackoverflow.com/questions/58042938

QUESTION

Object array built from JSON not showing up on my Google map

Asked 2019-Sep-21 at 13:18

I am pulling data from MySQL into a web page and I can not see while I am stuck in my while loop.

For background I am pulling data from my database and trying to put it into objects that look something like this:

...

ANSWER

Answered 2019-Sep-21 at 13:18

I get javascript errors when I run the posted code against your JSON response:

there is an extraneous ' in the posted JSON string
The data created from your dynamic response doesn't match the hardcoded object.

hardcoded object:

Source https://stackoverflow.com/questions/58037131

QUESTION

Stuck in a while Loop while parsing JSON into an array of Objects

Asked 2019-Sep-21 at 01:39

I am pulling data from MySQL into a web page and I can not see while I am stuck in my while loop.

For background I am pulling data from my database and trying to put it into objects that look something like this:

...

ANSWER

Answered 2019-Sep-21 at 01:39

The problem is that you are not incrementing i inside the while loop

This means that the loops condition will always compare the TrailHeadID properties of the i and i + 1 objects in the array. If the array has objects that have the same value for this property, the while loop's condition will always be true.

Here is how I will do it:

Source https://stackoverflow.com/questions/58036435

QUESTION

Sort an array of instances of a custom class based on a field

Asked 2019-Aug-09 at 00:24

I'm having a problem right now in a project that im making just to learn more about java, so I have a txt file wich has wonders, i'll have to read it and then store it different information in a object (name country, heightdepth, acessbility, hostility, kmfromlondon, temperature, wondervalue and a fact about the wonder), then I have to sort by the hostility rate and output the all of the wonders

heres the txt file of the wonders:

...

ANSWER

Answered 2019-Aug-08 at 23:01

The regular way to define a custom ordering in Java is via a Comparator instance. This object can be plugged into the sorting routines of eg Arrays or Collections.

In Java 8 for example you can sort your array like so:

Source https://stackoverflow.com/questions/57421552

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