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topic_modelling / funcs

38.1 kB

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History: 15 commits

Sonnyjim's picture

Switched embeddings model to BGE Small 1.5 as Jina seemed unable to do zero shot topic modelling properly

be094ee almost 2 years ago

__init__.py
0 Bytes

first commit almost 2 years ago
anonymiser.py
8.82 kB

Added option to reduce outliers based on closest topic almost 2 years ago
bertopic_vis_documents.py
10.1 kB

Split off LLM representation, visualisation, and reduce outliers from main function. Added hierarchical visualisation and logs almost 2 years ago
embeddings.py
2.84 kB

Switched embeddings model to BGE Small 1.5 as Jina seemed unable to do zero shot topic modelling properly almost 2 years ago
helper_functions.py
5.03 kB

Split off LLM representation, visualisation, and reduce outliers from main function. Added hierarchical visualisation and logs almost 2 years ago
prompts.py
4.86 kB

Model export changed to safetensors. Improved representational model function. Got zero shot topic modelling working almost 2 years ago
representation_model.py
6.39 kB

More efficient embeddings save and representations load/process. Custom visualisation hover option added, formatting improvements. Version 0.1? almost 2 years ago