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topic_modelling

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topic_modelling / funcs

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History: 41 commits

seanpedrickcase

Importing space package near start of app now to avoid issue with cuda being initialised before

9e84863 14 days ago

__init__.py

0 Bytes

first commit 11 months ago
anonymiser.py

10.7 kB

Added example of how to run function from command line. Updated packages. Embedding model default now smaller and at fp16. about 1 month ago
auth.py

1.88 kB

Only aggregate topics not 'other', allowed for minimum sentence length, default max_topics now will auto aggregate topics. Added Cognito Auth functionality (boto3 with AWS). 5 months ago
aws_functions.py

7.26 kB

Added example of how to run function from command line. Updated packages. Embedding model default now smaller and at fp16. about 1 month ago
bertopic_vis_documents.py

47.6 kB

Can split passages into sentences. Improved embedding, LLM representation models, improved zero shot capabilities 6 months ago
clean_funcs.py

6.77 kB

Rearranged functions for embeddings creation to be compatible with zero GPU space. Updated packages. 14 days ago
embeddings.py

4.97 kB

Rearranged functions for embeddings creation to be compatible with zero GPU space. Updated packages. 14 days ago
helper_functions.py

18.7 kB

Added example of how to run function from command line. Updated packages. Embedding model default now smaller and at fp16. about 1 month ago
presidio_analyzer_custom.py

4.14 kB

Added example of how to run function from command line. Updated packages. Embedding model default now smaller and at fp16. about 1 month 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. 6 months ago
representation_model.py

7.83 kB

Removed some requirements from Dockerfile for AWS deployment to reduce container size 4 months ago
topic_core_funcs.py

38.4 kB

Importing space package near start of app now to avoid issue with cuda being initialised before 14 days ago