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I find that the '0' may have special means in snorkel, which indicates the abstention of LFs. So I need to encode my categories beginning with 1 in snorkel. But in many case, '0' is used as one of t…
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The distance in our kernels is fixed such as:
`function rbf(x,y,σ)
d = x-y
exp.(-(sum(d .* d,dims=1)/(2*σ)))
end
#rbf(x,y,σ) = exp.(-(sum((x-y).^2,dims=1)/(2*σ)))`
and
`function imq…
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Due to GLUE leaderboard I stumbled upon this framework. This is really useful framework.
I am planning to use it for my projects but I wonder whether I should wait for 0.5 to release first or I ca…
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I note that the GenerativeModel.marginals is called marginals, but indeed, it computes the condition distribution of P(Y|L)
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Dear experts,
I am facing the following issue when updating the julia packages:
```julia
julia git:(master) ✗ ./julia
_
_ _ _(_)_ | Documentat…
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I would like to thank the whole research group for this amazing project!
Recently I was assigned a project from my job in which I have to extract from a dataset a specific entity. This dataset is co…
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Simple first step:
- Labeling function matrix `L` now has entries with values in `{0,...,K}`, where 0 is abstain (and 1 will mean 'nothing' although this is of course immaterial to NS)
- We also pas…
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Hi, is there a simple way to use the entire document text as a candidate, even if it spans multiple sentences? Couldn't figure out a good way to do that after going through the tutorials.
I have th…
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I'm working on a binary classification task, and I have 4 LF's so far. I have a labelled dev dataset (around 10k datapoints) and measured the coverage and accuracy:
```
name coverage accuracy
0 …
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Encounter error running "tutorials/workshop/Workshop_3_Generative_Model_Training.ipynb" "1. Training the Model" step. All previous steps look good.
```
searcher = RandomSearch(GenerativeModel, par…