contextualized-topic-models

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ctm.save crashed when training_dataset is somewhat large

1

I notice the ctm.save() method tries to save the training dataset (800k items in my case). This. however cause a crash on my machine. I was able to resove the...

elchorro

Korean Language Support

3

#71 Because of the structure of the Korean language, needed some different tokenizers instead of a white space tokenizer. Since konlpy is one of the famous Korean NLP python package,...

StrangeFate

Covering other langauges

6

https://github.com/MilaNLProc/contextualized-topic-models/blob/4fdf8d922500bd2c24f8df068e0f3c898ad85451/contextualized_topic_models/utils/preprocessing.py#L35 Need to fix this to support other languages

vinid

Parallel GPU training

1

Is parallel GPU training support possible? We would like to try this with a fairly large (multi-GB) dataset, but to make training time reasonable it would need to be done...

james-daily

vocab attribute used for CoherenceWordEmbeddings removed in gensim 4.x

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* Contextualized Topic Models version: 2.2.0 * Python version: 3.8 * Operating System: macOs Monterey 12.5.1 ### Description https://github.com/MilaNLProc/contextualized-topic-models/blob/f3225055440b2ebf3bedb7143868954f1e1478d7/contextualized_topic_models/evaluation/measures.py#L166 This line throws an error with gensim>=4.0.0 ``` AttributeError: The vocab...

rbroc

Deprecation Warnings

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* Contextualized Topic Models version: 2.3.0 * Python version: 3.8.12 * Operating System: Ubuntu 22.04.1 LTS x86_64 ### Description I ran the ZeroShotTM example notebook on my local machine. ###...

TudorAndrei

ImportError: cannot import name 'CombinedTM'

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* Contextualized Topic Models version: 1.4.1 * Python version: 3.5.2 * Operating System: macOS - bash ### Description I am trying to run CombinedTM to create topics for a dataset...

vtriv07

Bumps [pip](https://github.com/pypa/pip) from 21.1 to 23.3. Changelog Sourced from pip's changelog. 23.3 (2023-10-15) Process Added reference to vulnerability reporting guidelines <https://www.python.org/dev/security/>_ to pip's security policy. Deprecations and Removals Drop a...

dependabot[bot]

Updating variable names to be accurate

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Specifically, the existing code is treats some variables as variance while the variables are referred to as sigma, which is the standard notation of standard deviation. Fixing the variable names...

akshaylive

Variable naming issues

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I was following the [reparameterization code](https://github.com/MilaNLProc/contextualized-topic-models/blob/master/contextualized_topic_models/networks/decoding_network.py#L117). During [invocation](https://github.com/MilaNLProc/contextualized-topic-models/blob/master/contextualized_topic_models/networks/decoding_network.py#L128C61-L128C80), the variable [`posterior_log_sigma`](https://github.com/MilaNLProc/contextualized-topic-models/blob/master/contextualized_topic_models/networks/decoding_network.py#L124C23-L124C42) is incorrectly named. It's supposed to be `posterior_log_variance`. Similarly, the [inf net](https://github.com/MilaNLProc/contextualized-topic-models/blob/master/contextualized_topic_models/networks/inference_network.py#L52-L53) needs to be renamed to variance instead...

akshaylive