interpretml/interpret-text
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
PythonMIT
Issues
- 1
ResponsibleAIDashboard not working
#209 opened by Bharat9280 - 1
How to go about explaining or interpreting text for chat completion models?
#235 opened by karrtikiyer-tw - 2
- 1
- 0
Update notebooks to work with latest Open AI
#236 opened by karrtikiyer-tw - 0
Do you consider supporting multi-label classification(one sample can have more than one label) using IntrospectiveRationaleExplainer
#223 opened by HenryLiuPI - 0
Running text_classification_introspective_rationale_explainer.ipynb with multi-class dataset
#222 opened by HenryLiuPI - 2
- 1
- 5
Dashboard not displayed
#143 opened by surajbhala - 3
- 0
- 0
- 0
Is this a bug?
#198 opened by safooray - 3
Vocab Error when running 'Interpreting Classical Text Classification models' Notebook
#176 opened by Chris-hughes10 - 1
Change the dashboard to use flask
#76 opened by janhavi13 - 0
Zero shot classifier with interpret text
#179 opened by subhamkhemka - 1
- 5
TypeError: 'bool' object is not subscriptable
#132 opened by opostavnicha - 0
Python 3.8 not compatible
#162 opened by M007-lab - 4
- 0
Got an error when running the Rationale Explainer Sample Notebook (with `fixed_classifier` = False)
#151 opened by ceshine - 0
- 1
AttributeError: 'LogisticRegression' object has no attribute 'encode_features'
#148 opened by anindya5 - 1
- 0
Link for example data is broken
#144 opened by dcferreira - 1
Dashboard is not displayed
#142 opened by KristianHolsheimer - 3
[Classical Explainer] explain_local should support predicted_label as an optional parameter.
#111 opened by janhavi13 - 2
Refactor devops pipelines
#123 opened by janhavi13 - 1
Windows builds slow
#126 opened by riedgar-ms - 0
- 1
Create robust testing framework
#77 opened by janhavi13 - 1
We shouldn't autoplot on create global explanation for classical text explainer
#80 opened by eedeleon - 5
fp16 compatibility StopIteration on Multiple GPU's: Text Classification of MultiNLI Sentences using BERT
#117 opened by EVMartinez - 3
Set up telemetry dashboard
#72 opened by janhavi13 - 0
Install packages failed with OSError
#121 opened by konabuta - 0
Add test to verify setup.py works everytime
#96 opened by janhavi13 - 0
Add dependency on nlp_utils from nlp-recipes
#118 opened by janhavi13 - 2
- 0
- 0
- 0
- 0
Extend to NN other than BERT
#66 opened by janhavi13 - 0
Output individual layer explanation for BERT
#68 opened by janhavi13 - 1
Explainers: do we add back dropped inputs?
#99 opened by eedeleon - 1
Data serialization
#71 opened by janhavi13 - 0
Remove need for tools/ directory
#95 opened by eedeleon - 3
- 2
Error while installing from setup.py
#91 opened by Shangodbole - 1
Fix README broken links
#69 opened by janhavi13