seanpedrickcase/topic_modelling at 04a15c5fe04d2e5a0064587725b7b543936644be

topic_modelling / funcs

119 kB

3 contributors

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling.

04a15c5 over 1 year ago

__init__.py

0 Bytes

first commit almost 2 years ago
anonymiser.py

10.6 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. over 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. over 1 year ago
clean_funcs.py

4.09 kB

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

2.56 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. over 1 year ago
helper_functions.py

9.95 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. over 1 year ago
presidio_analyzer_custom.py

4.18 kB

Added clean data options, improved re-representation options and visualisation. General format changes almost 2 years ago
prompts.py

6.24 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. over 1 year ago
representation_model.py

6.8 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. over 1 year ago
topic_core_funcs.py

27.2 kB

Updated packages. Improve hierarchy vis. Better models - mixedbread and phi3. Now option to split texts into sentences before modelling. over 1 year ago