natasha | Solves basic Russian NLP tasks , API for lower level | Natural Language Processing library

by natasha Python Version: 1.6.0 License: MIT

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

kandi X-RAY | natasha Summary

natasha is a Python library typically used in Artificial Intelligence, Natural Language Processing, Deep Learning, Pytorch applications. natasha has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can install using 'pip install natasha' or download it from GitHub, PyPI.

Natasha solves basic NLP tasks for Russian language: tokenization, sentence segmentation, word embedding, morphology tagging, lemmatization, phrase normalization, syntax parsing, NER tagging, fact extraction. Quality on every task is similar or better then current SOTAs for Russian language on news articles, see evaluation section. Natasha is not a research project, underlying technologies are built for production. We pay attention to model size, RAM usage and performance. Models run on CPU, use Numpy for inference.

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Quality

Security

License

Reuse

Support

natasha has a medium active ecosystem.

It has 1054 star(s) with 91 fork(s). There are 60 watchers for this library.

It had no major release in the last 12 months.

There are 24 open issues and 64 have been closed. On average issues are closed in 194 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of natasha is 1.6.0

Quality

natasha has 0 bugs and 0 code smells.

Security

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

natasha code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

natasha 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

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

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

It has 3361 lines of code, 161 functions and 32 files.

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

Top functions reviewed by kandi - BETA

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

Return a JSON representation of the object
Parse an annotation
Load a dictionary from a file
Normalize tokenization
Inflect a word
Inflect words
Select a form from a list of forms
Lemmatize a word
Returns the best form for a given position
Lemmatize word
Compares two features
Generate markup from a set of items
Convert a list of tokens into Syntax Token objects
Adapt a NERMarkup into a NERMarkup object
Adapt spans from spans
Normalize tokens
Generate Markdown
Generate MarkDown markup

Get all kandi verified functions for this library.

natasha Key Features

No Key Features are available at this moment for natasha.

natasha Examples and Code Snippets

No Code Snippets are available at this moment for natasha.

Community Discussions

Trending Discussions on natasha

I'm trying to set the score from list but flutter is showing me null safety issue

DAX Query for getting Total customer who made first Purchase

Family tree get family member

Databricks - How to join a table with IDs contained in a column of type struct>

How do you solve Russian nesting dolls question with prolog?

Remove duplicate rows in Postgres

How to generate _id pages for movies using NUXT generated from API fetched from the movie DB

Loop through all keys of multiple objects

How do I fix the error 'Argument 1: cannot convert from 'string' to 'PassTask13_new.Customer' without using LINQ

Method the measure the time an agent is not in use during a simulation

QUESTION

I'm trying to set the score from list but flutter is showing me null safety issue

Asked 2022-Mar-22 at 06:39

I can't get rid of null safety and whenever I run this code it shows me that you're trying to expect List but you get List. Actually, I'm new here, so the way I'm asking might not be good..... but I really need to solve this problem...Thankx

This is answer file (answer.dart):

...

ANSWER

Answered 2022-Mar-22 at 06:39

var _questions = [
    {
      "questionText":
          "What year was the first Iron Man movie released, kicking off the Marvel Cinematic Universe?",
      "answerText": [
        {"text": "2005", "score": 5},
        {"text": "2008", "score": 6},
        {"text": "2010", "score": 7},
        {"text": "2012", "score": 8},
      ]
    }
];

Source https://stackoverflow.com/questions/71566695

QUESTION

DAX Query for getting Total customer who made first Purchase

Asked 2022-Jan-03 at 17:19

I am new to the power BI - DAX queries , Could you please help me to solve the below problem.

I have Customer Data in Excel with following columns, I need to find out total number of customer who made first purchase for the Date and Month using DAX query: Columns are - DateFirstPurchase,CustomerKey,FirstName,lastName

CustomerData

I am looking for output like below :-

...

ANSWER

Answered 2022-Jan-03 at 16:44

You could create a new table:

And use a code like this to calculate the new table:

Source https://stackoverflow.com/questions/70568462

QUESTION

Family tree get family member

Asked 2021-Dec-09 at 19:21

I have some family tree and want to get granfather from that tree via defrule. Also would be perfect if we can get brother-in-law.

...

ANSWER

Answered 2021-Dec-09 at 19:21

Assuming that you're treating half-brothers as brothers, there are two issues with your existing Brother rule. First, it's requiring that a brother have a male sibling, so Masha and Natasha are not identified as having brothers. Second, half-brothers can also share mothers, not just fathers.

Modify your person deftemplate to include a mother and change the wife slot to a spouse:

Source https://stackoverflow.com/questions/70267640

QUESTION

Databricks - How to join a table with IDs contained in a column of type struct>

Asked 2021-Oct-19 at 14:18

I currently have JSON file from which I'm able to dump it's data into a temporary view via. following Python (PySpark) logic:

...

ANSWER

Answered 2021-Oct-19 at 14:18

You may try the following which uses explode to split the list of Employee Ids into different rows before joining them and using collect_list to aggregate the entries into a list.

Using spark sql:

NB. Ensure Employees is available as a table/view eg EmployeeData.createOrReplaceTempView("Employees")

Source https://stackoverflow.com/questions/69632221

QUESTION

How do you solve Russian nesting dolls question with prolog?

Asked 2021-Oct-07 at 16:37

Hi I am new to prolog and am trying to solve the question below:

...

ANSWER

Answered 2021-Oct-05 at 14:58

Knowing what you told us in your description, you said that the query:

Source https://stackoverflow.com/questions/69421445

QUESTION

Remove duplicate rows in Postgres

Asked 2021-Aug-27 at 17:37

I have two tables:

Employee:

ID Name Surname 143 Amy Flowers 245 Natasha Smith 365 John Alexander 445 Natasha Smith 565 Monica Withhouse 644 Amy Flowers 1023 Amy Alexander

And employee_details:

ID Employee_id Document_numer 1 644 XXXXXXXXX 2 245 XXXXXX 3 365 XXXXXX

I need to remove duplicate records that are in the Employee table and that are not related to the employee_details table. In the example data, I would like to delete the employee doublet with the id 143 and 445.

And I must admit that I have no idea how to do it.Could you give me a hint? The base is postgres

...

ANSWER

Answered 2021-Aug-27 at 13:55

Delete from Employee
Where id not in (
   Select Employee_id 
   from employee_details
)
and name in (
  Select name 
  from Employee
  Group by name having count(name) > 1
)

Source https://stackoverflow.com/questions/68954542

QUESTION

How to generate _id pages for movies using NUXT generated from API fetched from the movie DB

Asked 2021-Aug-13 at 14:30

This is my folder structure:

This is how page looks like:

I have got all necessary data from props, but I fail to understand how to generate dynamic id pages. I want to generate dynamic ~/movies/_id pages, based on the id pulled from an array from API. And that pages just have to get Title, picture and overview from API object. So those two are questions.

Movies.vue is parent page. movieComp is component I have used to v-for on, to display list of a movies received from the array from API. Below every movie picture is a details button that should lead to that movie details (based on the id received from API).

_id.vue is a page that I want to display based on the id received from API.

This is code in movies.vue (parent).

...

ANSWER

Answered 2021-Aug-13 at 14:30

What you need is to create a movies subfolder in which you add _id.vue and movies.vue (renamed index.vue).

You should have the folowing folder structure:

Source https://stackoverflow.com/questions/68773230

QUESTION

Loop through all keys of multiple objects

Asked 2021-Jul-26 at 22:23

Hello guys i have a same problem i wan't to add a loop objects inside array that's my array

...

ANSWER

Answered 2021-Jul-26 at 22:23

arrayDatas.map(details => details.map(d => d.id))

Working example:

Source https://stackoverflow.com/questions/68536382

QUESTION

How do I fix the error 'Argument 1: cannot convert from 'string' to 'PassTask13_new.Customer' without using LINQ

Asked 2021-May-08 at 09:02

What I'm trying to do is to let users to remove the customer account they want. Below are the values of 'customer account' I set in the main which the format is new Customer(_custName,_purchase,_status) from Customer class:

...

ANSWER

Answered 2021-May-08 at 09:02

You need to specify which property it should look for a match.

I tried to illustrate your problem and this piece of code should help.

Source https://stackoverflow.com/questions/67445660

QUESTION

Method the measure the time an agent is not in use during a simulation

Asked 2021-Apr-20 at 06:22

I have a simulation for a supply chain delivery simulation where three vehicle agents are moving from a manufacturer to customers, the model is based on the AnyLogic webinar for Delivery Fleet Optimization with GIS. And the flowchart logic is set up like this:

I am trying to extract some times from the simulation. One of these times is the agent time between trips therefore need to find the time that the agent is not moving during the simulation, ideally this would be done for each vehicle individually or provide the average kind of thing.

I have seen an example here: TimeMeasurementStart and End Where it is discussed you can use a code to collect time data instead of the blocks however some assistance on the specifics of the code required or where that code goes would be really helpful if anyone has any tips!

My assumption would be that if I could say something like: total time - time moving = time not moving

Any help would be appriciated! Natasha

...

ANSWER

Answered 2021-Apr-20 at 04:44

First, make sure your trucks are custom agent types that you created yourself, lets call them Truck. Also, your MoveTo blocks must know that it is Truck agents flowing through it (set "Agent type" under "Advanced" to Truck)

Add a variable timeDriving and another timerStart to it. The former is used to sum all driving durations. The latter is used temporarily to measure when driving starts.

Then, use the code boxes in all MoveTo elements as below:

Source https://stackoverflow.com/questions/67163428

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