gusto | Extremely fast sentiment analysis for nodejs | Natural Language Processing library

by x08d JavaScript Version: Current License: GPL-3.0

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

kandi X-RAY | gusto Summary

gusto is a JavaScript library typically used in Artificial Intelligence, Natural Language Processing applications. gusto has no bugs, it has no vulnerabilities, it has a Strong Copyleft License and it has low support. You can install using 'npm i gusto-analysis' or download it from GitHub, npm.

Gusto is a sentiment analysis library that aims to outperform any existing implementations. Based on the afinn work by fnielsen. Gusto is more than 5 times faster than alternative libraries.

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Support

gusto has a low active ecosystem.

It has 1 star(s) with 0 fork(s). There are 1 watchers for this library.

It had no major release in the last 6 months.

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

It has a neutral sentiment in the developer community.

The latest version of gusto is current.

Quality

gusto has 0 bugs and 0 code smells.

Security

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

gusto code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

gusto 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

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

Deployable package is available in npm.

Installation instructions are not available. Examples and code snippets are available.

Top functions reviewed by kandi - BETA

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

Calculates the score of an input .

Get all kandi verified functions for this library.

gusto Key Features

No Key Features are available at this moment for gusto.

gusto Examples and Code Snippets

No Code Snippets are available at this moment for gusto.

Community Discussions

Trending Discussions on gusto

How to import multiple NodeJS packages together?

AttributeError: Caught AttributeError in DataLoader worker process 0. - fine tuning pre-trained transformer model

BERT problem with context/semantic search in italian language

Items not following order in HTML

Replace characters only in headings

SHAP TreeExplainer for RandomForest multiclass: what is shap_values[i]?

Bootstrap: Cards with icon in the top center (half outside card)

Is there a name for this 3D printing effect?

Calculate new column in spark Dataframe, crossing a tokens list column in df1 with a text column in df2 with pyspark

limit the choices (checkbox) with radiobutton

QUESTION

How to import multiple NodeJS packages together?

Asked 2022-Feb-04 at 01:41

const metascraper = require('metascraper')([
  require('metascraper-author')(),
  require('metascraper-date')(),
  require('metascraper-description')(),
  require('metascraper-image')(),
  require('metascraper-logo')(),
  require('metascraper-clearbit')(),
  require('metascraper-publisher')(),
  require('metascraper-title')(),
  require('metascraper-url')()
])

...

ANSWER

Answered 2022-Feb-04 at 01:41

The following should work:

Source https://stackoverflow.com/questions/70980096

QUESTION

AttributeError: Caught AttributeError in DataLoader worker process 0. - fine tuning pre-trained transformer model

Asked 2021-Aug-17 at 13:41

can anyone help me to resolve this error?

...

ANSWER

Answered 2021-Aug-17 at 13:41

[Updated] I skimmed several lines of documentation here about how to use the fit() method and I realized there is a simpler solution to do what you desired. The only changes you need to consider are to define proper InputExample for constructing a DataLoader & create a loss!

Source https://stackoverflow.com/questions/68760136

QUESTION

BERT problem with context/semantic search in italian language

Asked 2021-Aug-09 at 19:33

I am using BERT model for context search in Italian language but it does not understand the contextual meaning of the sentence and returns wrong result.

in below example code when I compare "milk with chocolate flavour" with two other type of milk and one chocolate so it returns high similarity with chocolate. it should return high similarity with other milks.

can anyone suggest me any improvement on the below code so that it can return semantic results?

Code :

...

ANSWER

Answered 2021-Aug-09 at 19:33

The problem is not with your code, it is just the insufficient model performance.

There are a few things you can do. First, you can try Universal Sentence Encoder (USE). From my experience their embeddings are a little bit better, at least in English.

Second, you can try a different model, for example sentence-transformers/xlm-r-distilroberta-base-paraphrase-v1. It is based on ROBERTa and might give a better performance.

Now you can combine together embeddings from several models (just by concatenating the representations). In some cases it helps, on expense of much heavier compute.

And finally you can create your own model. It is well known that single language models perform significantly better than multilingual ones. You can follow the guide and train your own Italian model.

Source https://stackoverflow.com/questions/68627093

QUESTION

Items not following order in HTML

Asked 2021-Jul-29 at 04:18

So if you go to diartefloral.tech and use cellphone dimension in the "Sobre Nosotros" part of the menu the footer is overlapping an image, i dont know how to fix this. Thats like the most relevant code, I'm using bootstrap, i got the in the morning with the navbar overlapping the footer but i fixed it by adding the body{ padding-top:60px;}

...

ANSWER

Answered 2021-Jul-29 at 04:18

User agents will always display items in the DOM order.

You mean customize css properties. I see you are doing great in your live site, try to use images that sizes less than 1.5Mb, it slows rendering visuals.

Source https://stackoverflow.com/questions/68568687

QUESTION

Replace characters only in headings

Asked 2021-Feb-10 at 07:44

I have several files (see the Input section), what I need it to strip [[ ]] with REGEX, but the problem is that only for:

...

ANSWER

Answered 2021-Feb-10 at 06:16

You can split the text into lines, and map through each line to do the cleanup conditionally:

Source https://stackoverflow.com/questions/66131582

QUESTION

SHAP TreeExplainer for RandomForest multiclass: what is shap_values[i]?

Asked 2021-Jan-06 at 20:46

I am trying to plot SHAP This is my code rnd_clf is a RandomForestClassifier:

...

ANSWER

Answered 2021-Jan-06 at 20:46

How do I determine which index of shap_values[i] corresponds to which class of my output?

shap_values[i] are SHAP values for i'th class. What is an i'th class is more a question of an encoding schema you use: LabelEncoder, pd.factorize, etc.

You may try the following as a clue:

Source https://stackoverflow.com/questions/65549588

QUESTION

Bootstrap: Cards with icon in the top center (half outside card)

Asked 2020-Nov-08 at 13:47

I want to replicate this layout:

What I currently have:

https://codepen.io/ogonzales/pen/PozyYQM

Don't know why the images won't display, and there is also a button that should go in the bottom part (half outside of card).

Code:*

...

ANSWER

Answered 2020-Nov-08 at 13:47

You can achieve this by giving the parent a position-relative class and the children position-absolute, and now we can move the children inside their parent using top - left - right - bottom There is how I did it.

Also as goes for the images maybe the CDN link is not valid??

Source https://stackoverflow.com/questions/64738386

QUESTION

Is there a name for this 3D printing effect?

Asked 2020-Sep-25 at 15:21

I'm relatively new to 3D printing, but I've taken to it with much gusto. I wish I'd done this years ago.

Trying to solve a printing problem, and I've been stymied by not knowing the name for the effect I'm seeing - there is zero chance I'm the first one to discover this.

A minimum reproducible example is a triplet of vertical cylinders on a raft, it's clear that the tool path starts at one spot, runs a full circle around to end in that same spot, and it lingers long enough to extrude just a tiny bit more material that builds up in a vertical line.

This matches exactly the tool path shown in the slicer and this effect is repeatable no matter how many parameters I changed. I've done many dozens of test prints and am not getting anywhere.

These are 16mm across and are used as inserts into a tray holding vials to shim a narrower diameter tube, and the bump is enough to matter. I have to make thousands of these and am hoping not to have to file them all down by hand.

If it matters, I'm using a Sindoh 3DWOX 2D and a 3DWOX 1 with PLA filament.

Is there a name for this effect?
Are there mitigations?

I'm starting to rethink this whole approach...

...

ANSWER

Answered 2020-Sep-25 at 15:21

I was happy to find my own answer elsewhere.

First, that effect is known as a "seam", and one mitigation is known as "vase mode" (known in some slicers as "Spiralise Outer Contour"), which builds the cylinder in a continuous spiral from the bottom up with no seam. It can create really nice aesthetically-pleasing prints.

However, vase mode only works for a single model because stopping (and possibly retracting) to print a second model breaks the whole continuous-spiral thing.

So, if I had only a few of these to print, I'd do them one at a time, but given that I need thousands of them, I've found other approaches to solving the problem.

Source https://stackoverflow.com/questions/64033351

QUESTION

Calculate new column in spark Dataframe, crossing a tokens list column in df1 with a text column in df2 with pyspark

Asked 2020-May-25 at 17:46

I am using spark 2.4.5 and I need to calculate the sentiment score from a token list column (MeaningfulWords column) of df1, according to the words in df2 (spanish sentiment dictionary). In df1 I must create a new column with the scores list of tokens and another column with the mean of scores (sum of scores / count words) of each record. If any token in the list (df1) is not in the dictionary (df2), zero is scored.

The Dataframes looks like this:

...

ANSWER

Answered 2020-May-25 at 17:46

You could do this by first joining using array_contains word, then groupBy with aggregations of first, collect_list, and mean.(spark2.4+)

welcome to SO

Source https://stackoverflow.com/questions/61687997

QUESTION

limit the choices (checkbox) with radiobutton

Asked 2020-Apr-30 at 22:24

I'll explain my problem that I can't solve.

There are 4 radio buttons and many checkboxes.

If I select radiobutton1 I can select 2 checkboxes max
If I select radiobutton2 I can select 3 checkboxes max
If I select radiobutton3 I can select 4 checkboxes max
If I select radiobutton4 I can select 4 checkboxes max

I would like an alert if you try to select a checkbox beyond the allowed limit, and if I change the radio button, the condition must be updated in real time.

can you help me?

many thanks in advance

this is my code

...

ANSWER

Answered 2020-Apr-30 at 22:24

You could do it like this: add an attribute data-max to the radio buttons to store there the max values for the checkboxes and read them out in a single change() function for all radio buttons for efficiency. Use off() to remove the change() events set to the checkboxes in previous calls.

Source https://stackoverflow.com/questions/61533081

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

Vulnerabilities

No vulnerabilities reported

Install gusto

You can install using 'npm i gusto-analysis' or download it from GitHub, npm.

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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