modAL

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does the model re-created during learner.teach period?

2

i used model.summary() in create_keras_model() function, and i set n_queries=10, i saw the model summary info at each iteration, why this happend?

Luckyxuli

Return confidence score for query samplers

3

Dear modAL team, I am trying to use the strategies of modAL outside of the ActiveLearner and I would like to use confidence score but they are not returned by...

AlexandreAbraham

bayesian DL

1

HI I opened this issue to discuss the implementation of the acquisition functions that you said you would like to make a feature in #48. I am interested in contributing....

damienlancry

using fit_generator() with modAL

1

hello, I'm using too much memory when I'm reading images, so I want to use fit_generator() in keras to training. Is it possible to use modAL with fit_generator() method? Or...

Tinzer

_add_training_data and _fit_on_new does not work with custom data types

1

I have a sklearn pipeline that accepts custom data type as input but it when I use that pipeline and teach the learner, I get the following error `TypeError: float()...

jangedoo

Extend modAL to pytorch models

15

Hi I am a research assistant and I have been working on deep bayesian active learning for the past few weeks. I have been using pytorch and custom active learning...

damienlancry

Ranked batch mode sampling - pre-compute pairwise distance to reduce running time

2

The following code is called for computing the pairwise distances for every sample within the batch. This slows down the program significantly for larger batch sizes. https://github.com/modAL-python/modAL/blob/4029dfd4e5f68509a409d509ed706f544472bf25/modAL/batch.py#L93-L96 We can compute...

nishkaks

using modAL with object detection algorithms

2

Hello, first of all I would like to thank you for sharing this great code. I was wondering if it is possible to integrate an object detection method like (SSD,...

r11alaa

Spacy NER

1

Hello, I'd like to use the framework to select items that contain named entities. In this case I'd like to "connect" spacy to Modal. The problem is that I get...

Evarln

Use modAL on BERT models

1

Hi, I'm new to active learning and modAL. I want to fine-tune a RoBERTa model on a (yet) unannotated dataset with active learning. Has anyone tried applying modAL to huggingface...

XinY-Z