toxic | Toxic Comment Classification Challenge | Machine Learning library

by PavelOstyakov Python Version: Current License: MIT

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

kandi X-RAY | toxic Summary

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

Code for Kaggle competition This script achieves 0.057 on LB.

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Quality

Security

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Reuse

Support

toxic has a low active ecosystem.

It has 255 star(s) with 71 fork(s). There are 17 watchers for this library.

It had no major release in the last 6 months.

There are 6 open issues and 1 have been closed. There are 1 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of toxic is current.

Quality

toxic has 0 bugs and 0 code smells.

Security

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

toxic code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

toxic 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

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

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

Top functions reviewed by kandi - BETA

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

Train multiple models
Train a model
Convert tokens to ids
Compute a CUDNN model
Tokenize sentences
Reads an embedding file
Clear embedding list

Get all kandi verified functions for this library.

toxic Key Features

No Key Features are available at this moment for toxic.

toxic Examples and Code Snippets

No Code Snippets are available at this moment for toxic.

Community Discussions

Trending Discussions on toxic

pandas: group years by decade

Get data from pandas on specifics string

Webscraping Data : Which Pokemon Can Learn Which Attacks?

tf2.0: Gradient Tape returns None gradient in RNN model

How to simplify repetitive actions for mulitple groups in data frame?

JSON not working, is my code wrong or is the JSON wrong

Make auto random phrases in same time

Python window doesn't close after video ended

TypeScript: json and interface

Fandom-py: Unable to get image by using page.images[0]

QUESTION

pandas: group years by decade

Asked 2022-Apr-16 at 04:26

So I have data in CSV. Here is my code.

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ANSWER

Answered 2022-Apr-16 at 04:17

I see two simple options.

1- round the years to the lower 10:

Source https://stackoverflow.com/questions/71891015

QUESTION

Get data from pandas on specifics string

Asked 2022-Apr-16 at 02:48

So here is my code.

...

ANSWER

Answered 2022-Apr-16 at 02:48

import pandas as pd

data = pd.read_csv('cast.csv')
data_2 = data[data['type'] == 'actor']
output = data_2[data['name'].str.startswith('Aaron')]
print(output)

Source https://stackoverflow.com/questions/71890633

QUESTION

Webscraping Data : Which Pokemon Can Learn Which Attacks?

Asked 2022-Apr-04 at 22:59

I am trying to create a table (150 rows, 165 columns) in which :

Each row is the name of a Pokemon (original Pokemon, 150)
Each column is the name of an "attack" that any of these Pokemon can learn (first generation)
Each element is either "1" or "0", indicating if that Pokemon can learn that "attack" (e.g. 1 = yes, 0 = no)

I was able to manually create this table in R:

Here are all the names:

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ANSWER

Answered 2022-Apr-04 at 22:59

Here is the a solution taking the list of url to webpages of interest, collecting the moves from each table and creating a dataframe with the "1s".
Then combining the individual tables into the final answer

Source https://stackoverflow.com/questions/71731208

QUESTION

tf2.0: Gradient Tape returns None gradient in RNN model

Asked 2022-Mar-27 at 23:56

In a model with an embedding layer and SimpleRNN layer, I would like to compute the partial derivative dh_t/dh_0 for each step t.

The structure of my model, including imports and data preprocessing.
Toxic comment train data available: https://www.kaggle.com/c/jigsaw-multilingual-toxic-comment-classification/data?select=jigsaw-toxic-comment-train.csv
GloVe 6B 100d embeddings available: https://nlp.stanford.edu/projects/glove/

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ANSWER

Answered 2022-Feb-18 at 14:02

You could maybe try using tf.gradients. Also rather use tf.Variable for h0:

Source https://stackoverflow.com/questions/71153292

QUESTION

How to simplify repetitive actions for mulitple groups in data frame?

Asked 2022-Mar-26 at 16:28

I'm trying to simplify these actions with loop or apply statements.

I cannot share the original file, but here's a demo data for replication.

...

ANSWER

Answered 2022-Mar-26 at 16:20

Use a by approach.

Source https://stackoverflow.com/questions/71624085

QUESTION

JSON not working, is my code wrong or is the JSON wrong

Asked 2022-Mar-23 at 16:21

I have the tensorflow.js toxicity model loaded up and am trying to use the json values provided. However I cannot isolate any of the labels. The closest i have gotten is this code. Which just provides the whole string to my screen, i cannot seem to call upon it like a JSON obj no matter what i try, right now its just making a giant string.

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ANSWER

Answered 2022-Mar-23 at 16:21

I cannot seem to call upon it like a JSON obj no matter what I try

This is because you are using JSON.stringify(predictions, null, 2) which converts the whole response as a string. You should have used JSON.parse(predictions) in place of that. I have attached an example below

Source https://stackoverflow.com/questions/71590094

QUESTION

Make auto random phrases in same time

Asked 2022-Mar-20 at 10:43

I need help to make lot of random text to send on twitter but its too long copy paste any one know how i can duplicate (rdmlol == 0): to 500 Thank

Code

...

ANSWER

Answered 2022-Mar-20 at 10:43

You're probably looking for a for-loop over a range?

Source https://stackoverflow.com/questions/71542816

QUESTION

Python window doesn't close after video ended

Asked 2022-Feb-26 at 13:41

I'm currently making a code that will do various things such as controlling motors etc but at one point I need to code to popup a video on vlc and exit the window when the video ended, the problem is that the window currently stays after the video ended and the whole code just freezes and I can't do anything past the video

I tried various things such as calculating the video length and call a self.close() when the timer hit but still the same thing

I also tried adding "--play-and-exit" to the vlc parameters but it still won't budge...

Here's the code if someone knows how to do it properly !

...

ANSWER

Answered 2022-Feb-26 at 13:41

I have found the solution. This is the new main loop:

Source https://stackoverflow.com/questions/71275864

QUESTION

TypeScript: json and interface

Asked 2022-Feb-22 at 00:43

I have an interface for an element:

...

ANSWER

Answered 2022-Feb-21 at 21:05

You can simply use the spread operator to pass the entire object in:

Source https://stackoverflow.com/questions/71212973

QUESTION

Fandom-py: Unable to get image by using page.images[0]

Asked 2022-Feb-01 at 09:46

I'm using fandom module in python for my discord bot. I get this error when I request data by using page.images[0]. It should be an image url. This is the page I want to get.

...

ANSWER

Answered 2022-Feb-01 at 09:46

I fixed it by using pymediawiki module.

This code that use mediawiki can replace fandom module by changing the api of wiki.

Source https://stackoverflow.com/questions/70863772

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

Vulnerabilities

No vulnerabilities reported

Install toxic

You can download it from GitHub.
You can use toxic 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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