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7 | 7 | ## Features |
8 | 8 | | | | |
9 | 9 | | - | - | |
10 | | -| Transformer-based Topic Models | :compass: S³, :key: KeyNMF, :gem: GMM, Clustering Models, CTMs, FASTopic | |
11 | | -| Models for all Scenarios | :chart_with_upwards_trend: Dynamic, :ocean: Online, :herb: Seeded, and :evergreen_tree: Hierarchical topic modeling | |
12 | | -| Easy Interpretation | :bookmark_tabs: Pretty Printing, :bar_chart: Interactive Figures, :art: [topicwizard](https://github.com/x-tabdeveloping/topicwizard) compatible | |
13 | | -| Topic Naming | :robot: LLMs, N-gram Retrieval, :wave: Manual | |
14 | | -| Informative Topic Descriptions | :key: Keyphrases, Noun-phrases, Lemmatization, Stemming | |
15 | | - |
16 | | - |
17 | | -| Topic ID | Highest Ranking | |
18 | | -| - | - | |
19 | | -| 0 | morality, moral, immoral, morals, objective, morally, animals, society, species, behavior | |
20 | | -| 1 | armenian, armenians, genocide, armenia, turkish, turks, soviet, massacre, azerbaijan, kurdish | |
21 | | -| 2 | murder, punishment, death, innocent, penalty, kill, crime, moral, criminals, executed | |
22 | | -| 3 | gun, guns, firearms, crime, handgun, firearm, weapons, handguns, law, criminals | |
23 | | -| 4 | jews, israeli, israel, god, jewish, christians, sin, christian, palestinians, christianity | |
| 10 | +| SOTA Transformer-based Topic Models | :compass: [S³](https://x-tabdeveloping.github.io/turftopic/s3/), :key: [KeyNMF](https://x-tabdeveloping.github.io/turftopic/KeyNMF/), :gem: [GMM](https://x-tabdeveloping.github.io/turftopic/GMM/), [Clustering Models](https://x-tabdeveloping.github.io/turftopic/GMM/), [CTMs](https://x-tabdeveloping.github.io/turftopic/ctm/), [FASTopic](https://x-tabdeveloping.github.io/turftopic/FASTopic/) | |
| 11 | +| Models for all Scenarios | :chart_with_upwards_trend: [Dynamic](https://x-tabdeveloping.github.io/turftopic/dynamic/), :ocean: [Online](https://x-tabdeveloping.github.io/turftopic/online/), :herb: [Seeded](https://x-tabdeveloping.github.io/turftopic/seeded/), and :evergreen_tree: [Hierarchical](https://x-tabdeveloping.github.io/turftopic/hierarchical/) topic modeling | |
| 12 | +| [Easy Interpretation](https://x-tabdeveloping.github.io/turftopic/model_interpretation/) | :bookmark_tabs: Pretty Printing, :bar_chart: Interactive Figures, :art: [topicwizard](https://github.com/x-tabdeveloping/topicwizard) compatible | |
| 13 | +| [Topic Naming](https://x-tabdeveloping.github.io/turftopic/namers/) | :robot: LLM-based, N-gram Retrieval, :wave: Manual | |
| 14 | +| [Informative Topic Descriptions](https://x-tabdeveloping.github.io/turftopic/vectorizers/) | :key: Keyphrases, Noun-phrases, Lemmatization, Stemming | |
24 | 15 |
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25 | 16 |
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26 | 17 | ## Basics [(Documentation)](https://x-tabdeveloping.github.io/turftopic/) |
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