0shot-classification | Zero-shot Intent Classification and Unknown Intent Detection | Data Labeling library
kandi X-RAY | 0shot-classification Summary
kandi X-RAY | 0shot-classification Summary
Zero-shot Intent Classification and Unknown Intent Detection
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Top functions reviewed by kandi - BETA
- Read all the datasets
- Load data from file
- Compute the word vector for each word
- Load a word2vec file
- Predict the input
- Get the logits
- Compute the routing
- Compute attention matrix
- Train outlier detection
- Test for outlier detection
- Evaluate a k - forward score
- Get anomaly algorithms
- Calculate loss
- Calculate the loss for the given logits
- Set configuration for combine
- Set spin parameters
- Summarize the outliers
- Forward computation
- Predict the score with the given logits
- Restrict words that are in restricted_word_set
- Return a dictionary of configuration parameters
- Set outlier configuration
- Return a data_setting dictionary
- Load a KeyedVectors object
0shot-classification Key Features
0shot-classification Examples and Code Snippets
Community Discussions
Trending Discussions on Data Labeling
QUESTION
I'm trying to make a data labeling in a table, and I need to do it in such a way that, in each row, the index is repeated, however, that in each column there is another Enum class.
What I've done so far is make this representation with the same enumerator class.
A solution using the column separately as a list would also be possible. But what would be the best way to resolve this?
...ANSWER
Answered 2021-Dec-30 at 13:57Instead of using Enum
you can use a dict
mapping. You can avoid loops if you flatten your dataframe:
QUESTION
I have a dataframe that contains a column that includes strings separeted with semi-colons and it is followed by a space. But unfortunately in some of the strings there is a semi-colon that is not followed by a space.
In this case, This is what i'd like to do: If there is a space after the semi-colon we do not need a change. However if there are letters before and after the semi-colon, we should change semi-colon with space
i have this:
...ANSWER
Answered 2020-Nov-16 at 07:24Try something like:
QUESTION
Objective: Generate a down-sampled FileDataset using random sampling from a larger FileDataset to be used in a Data Labeling project.
Details: I have a large FileDataset containing millions of images. Each filename contains details about the 'section' it was taken from. A section may contain thousands of images. I want to randomly select a specific number of sections and all the images associated with those sections. Then register the sample as a new dataset.
Please note that the code below is not a direct copy and paste as there are elements such as filepaths and variables that have been renamed for confidentiality reasons.
...ANSWER
Answered 2020-Oct-27 at 22:39Is the data behind virtual network by any chance?
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
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Install 0shot-classification
You can use 0shot-classification 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.
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