fdalvi / NeuroX

A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.

https://neurox.qcri.org

fdalvi/NeuroX Issues

PyTorch version required by NeuroX is not compatible with RTX 3090
Updated 10 months ago
class_to_idx parameter should not be a required parameter for regression tasks
Updated a year ago
Examples on how to use the library for sentence level tasks
Updated a year ago
Analysing a fairseq transformer model
Updated 2 years ago4
neurox.data.extraction.transformers_extractor.extract_representation too verbose
Updated 2 years ago1
IoU implementation does not allow for setting of thresholds
Updated 2 years ago
IoU probe does not work for multi-class problems
Updated 2 years ago
Neuron Ablation in Model M
Closed 2 years ago5
assertion fails when extracting representations
Updated 2 years ago4
Questions regarding the contribution guidelines
Closed 2 years ago4
Examples for tasks like Classification and Regression?
Updated 2 years ago1
Handle missing `max_model_length` in tokenizers
Updated 3 years ago
Failure in extraction midway should not save partial files
Updated 3 years ago
Error in linear_probe.train_linear_regression_probe()
Closed 3 years ago4
propose NeuroX as a Google Summer of Code organization?
Closed 3 years ago1
13-dimensional array for BERT (12 layers)
Closed 3 years ago1
Creates an issue in Jupyter notebooks when different models are run in the same session
Updated 3 years ago1
return predictions should return predicted label and not gold labels
Closed 3 years ago1
Visualization for Arabic strings
Closed 3 years ago1
Bug: change model_name to init_model
Closed 3 years ago1