Russell Jurney

This pull request exists as an attempt impress Alec Radford with my enthusiasm and tidiness, if not my ability :) train.py didn't run for me because of a couple layers...

Make flush method not shutdown

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I need my messages to flush after each send, but your flush method shuts down. Can you change this?

Include support for spaCy v3

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## 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...

Add snorkel.labeling.filter_unlabeled_rdd utility

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## Is your feature request related to a problem? Please describe. I love `snorkel.labeling.filter_unlabeled_dataframe()`. I want a pyspark equivalent: `snorkel.labeling.filter_unlabeled_spark_rdd` or `snorkel.labeling.filter_unlabeled_spark_dataframe`. ## Describe the solution you'd like Implement the...

I want to add a `mode` argument to Tokenizer.fit_on_texts to support tf-idf when filtering tokens when a limit is specified. Tokenizer currently uses frequency to select the top `num_words `...

run_bh_tsne fails with FileNotFoundError in Python 3.5

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Note that this works in Python 2.7, but not in Anaconda Python 3.5 on OS X and Linux. Something is wrong with the file handling. I can't figure out what,...

Can GraphRole be used on large networks?

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We are interested in using this on a billion node network. How well does it scale to large graphs? We can partition our network if required, but we don't know...

pa.SeriesSchema with a dtype do not verify the actual values within a pd.Series are that type

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**Describe the bug** A clear and concise description of what the bug is. - [x] I have checked that this issue has not already been reported. - [x] I have...

#### Question about pandera The actual code I am using and testing: ```python import typing import pandera as pa from pandera.typing import DataFrame, Index, Series from pandera.typing.common import DataFrameBase class...

Update documentation to emphasize the need to avoid broad LabelingFunctions for LabelModel

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## Issue description I tried Snorkel on five different problems and while the framework does work... [MajorityLabelVoter](https://snorkel.readthedocs.io/en/v0.9.7/packages/_autosummary/labeling/snorkel.labeling.model.baselines.MajorityLabelVoter.html?highlight=MajorityLabelVoter) and / or [MajorityClassVoter](https://snorkel.readthedocs.io/en/v0.9.7/packages/_autosummary/labeling/snorkel.labeling.model.baselines.MajorityClassVoter.html) outperformed the [LabelModel](https://snorkel.readthedocs.io/en/v0.9.7/packages/_autosummary/labeling/snorkel.labeling.model.label_model.LabelModel.html) on every problem. This problem has...