davanstrien / imdb_bertopic_ten_topics

huggingface.co
Total runs: 12
24-hour runs: 0
7-day runs: 5
30-day runs: 12
Model's Last Updated: May 23 2023

Introduction of imdb_bertopic_ten_topics

Model Details of imdb_bertopic_ten_topics

imdb_bertopic_ten_topics

This is a BERTopic model. BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.

Usage

To use this model, please install BERTopic:

pip install -U bertopic

You can use the model as follows:

from bertopic import BERTopic
topic_model = BERTopic.load("davanstrien/imdb_bertopic_ten_topics")

topic_model.get_topic_info()
Topic overview
  • Number of topics: 10
  • Number of training documents: 103062
Click here for an overview of all topics.
Topic ID Topic Keywords Topic Frequency Label
-1 film - movie - movies - character - characters 44 -1_film_movie_movies_character
0 film - movie - films - movies - too 25087 0_film_movie_films_movies
1 episodes - shows - watching - tv - episode 20955 1_episodes_shows_watching_tv
2 films - film - movies - godzilla - movie 2037 2_films_film_movies_godzilla
3 cinderella - disney - cartoon - animation - cartoons 895 3_cinderella_disney_cartoon_animation
4 gameplay - games - game - adventure - starcraft 465 4_gameplay_games_game_adventure
5 holmes - sherlock - watson - doyle - conan 228 5_holmes_sherlock_watson_doyle
6 panther - film - films - clouseau - movies 184 6_panther_film_films_clouseau
7 metallica - metal - genres - genre - headbanger 55 7_metallica_metal_genres_genre
8 che - ernesto - castro - biopic - film 50 8_che_ernesto_castro_biopic
Training hyperparameters
  • calculate_probabilities: False
  • language: None
  • low_memory: False
  • min_topic_size: 40
  • n_gram_range: (1, 1)
  • nr_topics: 10
  • seed_topic_list: None
  • top_n_words: 10
  • verbose: False
Framework versions
  • Numpy: 1.22.4
  • HDBSCAN: 0.8.29
  • UMAP: 0.5.3
  • Pandas: 1.5.3
  • Scikit-Learn: 1.2.2
  • Sentence-transformers: 2.2.2
  • Transformers: 4.29.2
  • Numba: 0.56.4
  • Plotly: 5.13.1
  • Python: 3.10.11

Runs of davanstrien imdb_bertopic_ten_topics on huggingface.co

12
Total runs
0
24-hour runs
2
3-day runs
5
7-day runs
12
30-day runs

More Information About imdb_bertopic_ten_topics huggingface.co Model

imdb_bertopic_ten_topics huggingface.co

imdb_bertopic_ten_topics huggingface.co is an AI model on huggingface.co that provides imdb_bertopic_ten_topics's model effect (), which can be used instantly with this davanstrien imdb_bertopic_ten_topics model. huggingface.co supports a free trial of the imdb_bertopic_ten_topics model, and also provides paid use of the imdb_bertopic_ten_topics. Support call imdb_bertopic_ten_topics model through api, including Node.js, Python, http.

imdb_bertopic_ten_topics huggingface.co Url

https://huggingface.co/davanstrien/imdb_bertopic_ten_topics

davanstrien imdb_bertopic_ten_topics online free

imdb_bertopic_ten_topics huggingface.co is an online trial and call api platform, which integrates imdb_bertopic_ten_topics's modeling effects, including api services, and provides a free online trial of imdb_bertopic_ten_topics, you can try imdb_bertopic_ten_topics online for free by clicking the link below.

davanstrien imdb_bertopic_ten_topics online free url in huggingface.co:

https://huggingface.co/davanstrien/imdb_bertopic_ten_topics

imdb_bertopic_ten_topics install

imdb_bertopic_ten_topics is an open source model from GitHub that offers a free installation service, and any user can find imdb_bertopic_ten_topics on GitHub to install. At the same time, huggingface.co provides the effect of imdb_bertopic_ten_topics install, users can directly use imdb_bertopic_ten_topics installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

imdb_bertopic_ten_topics install url in huggingface.co:

https://huggingface.co/davanstrien/imdb_bertopic_ten_topics

Url of imdb_bertopic_ten_topics

imdb_bertopic_ten_topics huggingface.co Url

Provider of imdb_bertopic_ten_topics huggingface.co

davanstrien
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