BERTopic
all-MiniLM-L6-v2
paraphrase-multilingual-MiniLM-L12-v2
embedding_model
'english'
docs
List[int]
List[str]
The documents you used when calling either fit or fit_transform
fit
fit_transform
bertopic\_bertopic.py
def hierarchical_topics(self, - docs: List[int], + docs: List[str], linkage_function: Callable[[csr_matrix], np.ndarray] = None, distance_function: Callable[[csr_matrix], csr_matrix] = None) -> pd.DataFrame: """ Create a hierarchy of topics diff --git a/api/cluster/base.html b/api/cluster/base.html index c06ca939..f8cef77e 100755 --- a/api/cluster/base.html +++ b/api/cluster/base.html @@ -471,6 +471,20 @@ + + + Best Practices + + + + + + + + + + + @@ -479,17 +493,17 @@ - + - + In-depth - - + + In-depth @@ -506,17 +520,17 @@ - + - + Visualizations - - + + Visualizations @@ -596,17 +610,17 @@ - + - + Update Topics - - + + Update Topics @@ -709,17 +723,17 @@ - + - + Sub-models - - + + Sub-models @@ -806,17 +820,17 @@ - + - + 6. Fine-tune Topics - - + + 6. Fine-tune Topics @@ -891,17 +905,17 @@ - + - + Variations - - + + Variations @@ -974,17 +988,17 @@ - + - + (semi)-supervised - - + + (semi)-supervised diff --git a/api/ctfidf.html b/api/ctfidf.html index ca075ac6..59f169ad 100755 --- a/api/ctfidf.html +++ b/api/ctfidf.html @@ -471,6 +471,20 @@ + + + Best Practices + + + + + + + + + + + @@ -479,17 +493,17 @@ - + - + In-depth - - + + In-depth @@ -506,17 +520,17 @@ - + - + Visualizations - - + + Visualizations @@ -596,17 +610,17 @@ - + - + Update Topics - - + + Update Topics @@ -709,17 +723,17 @@ - + - + Sub-models - - + + Sub-models @@ -806,17 +820,17 @@ - + - + 6. Fine-tune Topics - - +