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topic_modelling

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topic_modelling / funcs

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History: 31 commits

Sean-Case

Minor cleaning, csv formatting changes

d80c8f5 about 1 year ago

__init__.py

0 Bytes

first commit about 1 year ago
anonymiser.py

10.2 kB

Added clean data options, improved re-representation options and visualisation. General format changes about 1 year ago
bertopic_vis_documents.py

47.2 kB

Reduce outliers now more efficient and relabels with correct vectoriser. Default topic labels now tidier. Hiearchical topics outputs more useful for joining to df afterwards. Switched low resource reduction algorithm to UMAP as default is not good. about 1 year ago
clean_funcs.py

4.09 kB

Minor cleaning, csv formatting changes about 1 year ago
embeddings.py

2.54 kB

Hopefully now LLM download from hub should work about 1 year ago
helper_functions.py

9.91 kB

Should now parse custom regex correctly. Will now wipe previously created embeddings if 'low resource mode' option switched. about 1 year ago
presidio_analyzer_custom.py

4.18 kB

Added clean data options, improved re-representation options and visualisation. General format changes about 1 year ago
prompts.py

4.86 kB

Model export changed to safetensors. Improved representational model function. Got zero shot topic modelling working about 1 year ago
representation_model.py

6.74 kB

Hopefully now LLM download from hub should work about 1 year ago
topic_core_funcs.py

25.3 kB

Minor cleaning, csv formatting changes about 1 year ago