snorkel

snorkel copied to clipboard

Add preliminary spacy v3 support.

17

## Description of proposed changes Just add the new parameter of wapper to support spacy v3. ## Related issue(s) #1701 Fixes # (issue) Preliminary spacy v3 support. Need help on...

yinxiangshi

Provide high_precision argument for predict_proba method

5

## Description of proposed changes This PR adds a new `high_precision` argument to the `predict_proba` method in `LabelModel`. ## Related issue(s) Fixes #1640 ## Test plan Repeat the steps as...

zehua99

Fixing test_convergence

6

This PR is a followup to Issue #1654 (@bhancock8). We have changed `n_epochs` from 10 to 20. Please let us know if there is anything else that should be done...

melonwater211

How to create training data for NER task using snorkel ?

17

I want to create a dataset using the snorkel labelling function but I am not able to find any links. I want to train a NER model using the above...

thak123

What prevent the machine learning model from overfiting to the labeling function?

4

In other words, can any machine learning model generalize beyond the labeling functions? In the "data programing" paper it was assumed that the true class labels is independent of the...

alimamdouh212

Overlap and conflict rate between all labeling functions (LFs)

5

## Problem I Want To solve Hello, I would like to thank you for your contribution and this project. First, I would like to check if my point of view...

gionanide

Include support for spaCy v3

5

## Is your feature request related to a problem? Please describe. I want to use spaCy v3 to get transformers models. I want to use snorkel to do text extraction...

rjurney

LabelModel should support loading sparse matrices

3

## Problem I Want To solve I've found it easy to generate millions of labels with label functions, but loading them into Snorkel is hard. The problem is the conversion...

talolard

Sync tox with codecov requirements

1

## Is your feature request related to a problem? Please describe. `tox` passes locally- including running `coverage`- but then codecov fails and blocks the PR. ## Describe the solution you'd...

ajratner

Restore original index with PandasParallelLFApplier

3

## Describe the solution you'd like Using `PandasParallelLFApplier` includes an index sort on the original DataFrame, which can result in unexpected row order if the index is not sorted when...

henryre