crowdflower | Code for the Kaggle crowdflower competition | Dataset library

by TimDettmers Python Version: Current License: No License

X-Ray Key Features Code Snippets Community Discussions(4)Vulnerabilities Install Support

kandi X-RAY | crowdflower Summary

crowdflower is a Python library typically used in Artificial Intelligence, Dataset applications. crowdflower has no bugs, it has no vulnerabilities and it has high support. However crowdflower build file is not available. You can download it from GitHub.

Code for the Kaggle crowdflower competition

Support

Quality

Security

License

Reuse

Support

crowdflower has a highly active ecosystem.

It has 14 star(s) with 8 fork(s). There are 3 watchers for this library.

It had no major release in the last 6 months.

crowdflower has no issues reported. There are no pull requests.

It has a positive sentiment in the developer community.

The latest version of crowdflower is current.

Quality

crowdflower has 0 bugs and 0 code smells.

Security

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

crowdflower code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

crowdflower does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

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

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

crowdflower saves you 230 person hours of effort in developing the same functionality from scratch.

It has 562 lines of code, 40 functions and 3 files.

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

Top functions reviewed by kandi - BETA

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

Main function .
Perform hyperparameter fitting
Evaluate evolution .
Plot the error bar plot .
Lemmatize a document .
Initialize the stemmer .

Get all kandi verified functions for this library.

crowdflower Key Features

No Key Features are available at this moment for crowdflower.

crowdflower Examples and Code Snippets

No Code Snippets are available at this moment for crowdflower.

Community Discussions

Trending Discussions on crowdflower

lemmetization issue using Spacy in pandas Series and Dataframe

Using nlp.pipe() in Spacy to get doc objects for Dataframe column

How to get rid of warning "DeprecationWarning generator 'ngrams' raised StopIteration"

Error in Keras while doing Multi-class classification

QUESTION

lemmetization issue using Spacy in pandas Series and Dataframe

Asked 2019-Nov-14 at 09:30

I am working on text data having shape of (14640,16) using Pandas and Spacy for preprocessing but having issue in getting lemmetized form of text. Moreover, if I work with pandas series (i.e dataframe with one column) which contain only text column there are different issue with that also.

Code:(Dataframe)

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ANSWER

Answered 2019-Nov-14 at 09:30

#you can directly get your lemmatized token by running list comprehension in your lambda function  

df['parsed_tweets'] = df['text'].apply(lambda x: [y.lemma_ for y in  nlp(x)])

Source https://stackoverflow.com/questions/58843519

QUESTION

Using nlp.pipe() in Spacy to get doc objects for Dataframe column

Asked 2019-Nov-14 at 09:06

I am using Spacy nlp.pipe() for getting doc objects for text data in pandas Dataframe column but the parsed text returned as "text" in the code has length of only 32. However, the shape of dataframe is (14640, 16). Here is the data link if someone wants to read the data.

Code:

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ANSWER

Answered 2019-Nov-14 at 09:06

According to the Spacy Documentation of Doc object here, the __len__ operator gets "the number of tokens in the document.".

The last text in your data is:

Source https://stackoverflow.com/questions/58841995

QUESTION

How to get rid of warning "DeprecationWarning generator 'ngrams' raised StopIteration"

Asked 2018-Nov-19 at 11:42

While working on a Kaggle notebook I ran into an issue. The following code block:

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ANSWER

Answered 2017-Oct-05 at 22:32

To anyone else who doesn't want or can't suppress the warning.

This is happening because ngrams is raising StopIteration exception to end a generator, and this is deprecated from Python 3.5.

You could get rid of the warning by changing the code where the generator stops, so instead of raising StopIteration you just use Python's keyword return.

Vulnerabilities

No vulnerabilities reported

Install crowdflower

You can download it from GitHub.
You can use crowdflower 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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