activetigger

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Quick model balance classes

1

Quick models: sklearn.LogisticRegression also takes a "class_weight" argument to handle unbalanced classes, which is likely to be a frequent usecase. Could we add a checkbox "balance classes" in the hidden...

jboelaert

make label contraction longuer

6

Could you do the labels longer (at least 20 characters)

emilienschultz

move back the notifications to the right

2

it is annoying as it covers the side bar and some inputs (add label for instance) making it frustrating. I think it was better on the left side. Why did...

AXLMRIN

Highlight features that lead to classification

3

[Adding this for discussions later] In BERT, it is possible to explore the words that positively or negatively led to classification into a given group, and to highlight them. Do...

eollion

Create a new tab for text distribution (words, tokens, etc.)

1

see #546

AXLMRIN

Quick model: lasso and liblinear

13

I see that the model for lasso is sklearn.LogisticRegression with l1 penalty and liblinear solver, and that for liblinear it is sklearn.LogisticRegression with l2 penalty and lbfgs solver. What I...

jboelaert

Sending messages - project / user levels

3

- Static dashboard to display general information - Targeted information for specific users

emilienschultz

Add lightweight RAG for trainset

1

Possibility to use an open prompt to search the vector database (for instance : https://ganeshs.hypotheses.org/) Necessity to better manage the model used to create the vector to allow compatibility

emilienschultz

An experimental scheme has been added to annotate span. The question is what kind of feature to add to it - models - transformations - ...

emilienschultz

Idea: add export of fitted BERTopic Model and/or model embeddings ?

1

I think it would be helpful for power(ish) users who wants to go further whith bertopic results whithout having to implement too many option on your side (hierarchical visualization, topics...

leomignot