Questions tagged [active-learning]
5 questions
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Active learning with modAL-- Invalid shapes
I am trying to implement active learning in Python. My classification problem currently takes Word2vec vector representations and feeds them into a Random Forest.
I have a tiny, initial train dataset and I would like to use the modAL package to…
Luis
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Can I use snakemake with humans-in-the-loop?
I am very curious about snakemake but I'm not sure it fits my use case, because I have humans in the loop.
My process is something like this:
Start with a baseline binary classification model
Generate 100 examples near the margin (predicted…
Joseph Turian
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How to do active learning in Flux.jl?
I am currently working on a problem where I don't have a plethora of labeled data. I therefore want to use active learning to try and label some of my data using the model and then have all images (in this case) with a low confidence threshold be…
logankilpatrick
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Possible to do incremental training with AWS comprehend?
I am looking at AWS Comprehend for a text classification task which will involve an active learning component. I am trying to understand if it's possible to incrementally train a custom comprehend model using batches of newly annotated data, or if…
L Xandor
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How to fecth back the samples belongs to gighest entropy value in python
I have a number of samples which are of 500 arrays and the I calculated entropy of that samples, now among the results I need the samples that belong to the highest value produced by the entropy function. How do I fetch them?
samples = [0.08919142…
gm tom
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