BERT-Multiclass | BERT implementation for Multi-label/Multi-class | Data Labeling library
kandi X-RAY | BERT-Multiclass Summary
kandi X-RAY | BERT-Multiclass Summary
BERT implementation for Multi-label/Multi-class Classification
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Top functions reviewed by kandi - BETA
- Write predictions to file
- Compute softmax
- Returns the n_best_size of the logits
- Return the final prediction
- Converts examples to features
- Convert a single example
- Return a string representation of text
- Truncates a sequence pair
- Validate flags
- Validates that the case matches the given checkpoint
- Returns a list of input examples
- Reads input_file
- Build the input function
- Loads a vocabulary from a file
- Tokenize text
- Validate case - insensitive case
- Embed word embedding
- Build a file - based input function
- Creates TrainingInstances
- Convert examples to features
- Creates an attention mask from input tensors
- Process a single feature
- Write examples to examples
- Read a squad example file
- Transformer transformer model
- Build a tf model_fn
- Embedding postprocessor
BERT-Multiclass Key Features
BERT-Multiclass 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
Vulnerabilities
No vulnerabilities reported
Install BERT-Multiclass
You can use BERT-Multiclass 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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