Senta | Baidu's open-source Sentiment Analysis System | Natural Language Processing library

by baidu Python Version: Current License: Apache-2.0

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

kandi X-RAY | Senta Summary

Senta is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Natural Language Processing, Bert applications. Senta has no bugs, it has build file available, it has a Permissive License and it has medium support. However Senta has 1 vulnerabilities. You can download it from GitHub.

Baidu's open-source Sentiment Analysis System.

Support

Quality

Security

License

Reuse

Support

Senta has a medium active ecosystem.

It has 1719 star(s) with 361 fork(s). There are 61 watchers for this library.

It had no major release in the last 6 months.

There are 63 open issues and 21 have been closed. On average issues are closed in 28 days. There are 8 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of Senta is current.

Quality

Senta has 0 bugs and 242 code smells.

Security

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

Senta code analysis shows 1 unresolved vulnerabilities (0 blocker, 1 critical, 0 major, 0 minor).

There are 5 security hotspots that need review.

License

Senta 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

Senta 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 are not available. Examples and code snippets are available.

Senta saves you 5441 person hours of effort in developing the same functionality from scratch.

It has 11406 lines of code, 557 functions and 89 files.

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

Top functions reviewed by kandi - BETA

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

Write prediction results to file
Return the config value for the given key
Given a list of logits return the n_best_size
Compute softmax
Performs a training optimizer
Apply dynamic loss scaling
Creates master params gradients
R Update loss scaling
Download the data from a tarball
Load model parameters
Encoder for ELMo embedding
Run prediction on texts
Evaluate the given output
Convert text to ids
Get the token embedding
Evaluate predictions
Generate a model from parameters
Do inference
Multi - layer layer layer
Builds the model
Train and eval metrics
Start running processes
Get pretraining output
Wrapper for the encoder layer
Tokenize text
Calculate the loss of a gradient loss

Get all kandi verified functions for this library.

Senta Key Features

No Key Features are available at this moment for Senta.

Senta Examples and Code Snippets

No Code Snippets are available at this moment for Senta.

Community Discussions

Trending Discussions on Senta

Python 2.7: read a txt file, split and group a few column count from right

update a row in mysqli with if else statement

Detect why a socket closed: FIN vs RST

How do you iterate a function over uneven columns in Python?

QUESTION

Python 2.7: read a txt file, split and group a few column count from right

Asked 2021-Mar-06 at 10:08

Due to the txt file has some flaw, the .txt file need to split from the right. below is some part f the files. Notice that the first row has only 4 columns and the other row has 5 columns. I want the data from the 2nd, 3rd, and 4th columns from the right

...

ANSWER

Answered 2021-Mar-06 at 10:08

This should do the trick :)

Source https://stackoverflow.com/questions/66504331

QUESTION

update a row in mysqli with if else statement

Asked 2020-Jun-03 at 11:43

I am trying to update a table in my mysqli database without getting the data first...what i am looking to do is the following

...

ANSWER

Answered 2020-Jun-03 at 11:43

Your pseudocode means the next code in SQL syntax

Source https://stackoverflow.com/questions/62171442

QUESTION

Detect why a socket closed: FIN vs RST

Asked 2018-Nov-17 at 08:27

Is it possible to detect why a socket closed in Python, i.e. whether the other side sent a FIN or an RST?

The only way I know to detect if the other side has senta FIN or RST, is to read from the socket, and if you get the empty (byte) string, then we have received either a FIN or an RST. But how to know which one?

...

ANSWER

Answered 2018-Nov-17 at 08:27

Based on James K Polk's comment, which I believe to be correct, you would distinguish FIN from RST by catching the appropriate exception:

Source https://stackoverflow.com/questions/53345265

QUESTION

How do you iterate a function over uneven columns in Python?

Asked 2017-May-10 at 16:18

I know this question may not make much sense, but hopefully the following example will clarify it. I need to reference one string in column sentA and then compare it to all strings in sentB. The following example shows the dataframe I defined as questions.

...

ANSWER

Answered 2017-May-10 at 16:18

def compare(row):
    num1 = row[0]
    pd.Series([multiply(num1, num2) for num2 in numbers[numbers.num2.notnull()].num2 ])

numbers[numbers.num1.notnull()].apply(compare, axis=1).T

Source https://stackoverflow.com/questions/43895739

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

Vulnerabilities

No vulnerabilities reported

Install Senta

You can download it from GitHub.
You can use Senta 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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