Data Structure ?
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Data Structure ?
*The above analysis is the result extracted and analyzed by the system, and the specific actual data shall prevail.
README.md
コンテキスト
これは、データサイエンスナッシュビルの11月のミートアップ「Gensim入門」のために作成された事前学習済みGensimモデルのコレクションです。私はこれらのモデルを[英語版ウィキペディア記事2017-08-20 SQLite][1]データセットで学習させ、使用したスクリプトをアップロードする予定です。近いうちにリンクをここで確認してください。
内容
- 辞書
- TF-IDF
- 潜在的意味索引/分析 (LSI/LSA)
- トピック数 = 200
- シングルパス
- 潜在的ディリクレ配分 (LDA)
- トピック数 = 200
- シングルパス
- Word2Vec
- ベクトルサイズ = 100
- エポック数 = 5
- FastText
- ベクトルサイズ = 100
- エポック数 = 5
謝辞
これらの事前学習済みモデルが、Gensimに新しく触れる初心者のデータサイエンティストに役立つことを願っています。ノートブックを作成し、[英語版ウィキペディア記事2017-08-20 SQLite][2]をリンクすることをおすすめします。これにより、遊べるデータが手に入ります。なお、これらのモデルは一切チューニングされていません。私は単にGensimモデルの学習方法を示し、ユーザーがAPIを探索できるようにすることを目的としています。
バナー画像は、[Unsplash][4]の[Jack T][3]氏によって提供されました。
[1]: https://www.kaggle.com/jkkphys/english-wikipedia-articles-20170820-sqlite
[2]: https://www.kaggle.com/jkkphys/english-wikipedia-articles-20170820-sqlite
[3]: https://unsplash.com/@blankest
[4]: https://unsplash.com
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- 1. The data originates from internet data collection or provided by service providers, and this platform offers users the ability to view and browse datasets.
- 2. This platform serves only as a basic information display for datasets, including but not limited to image, text, video, and audio file types.
- 3. Basic dataset information comes from the original data source or the information provided by the data provider. If there are discrepancies in the dataset description, please refer to the original data source or service provider's address.
- 1. All datasets on this site are copyrighted by their original publishers or data providers.
- 1. If you need to repost data from this site, please retain the original data source URL and related copyright notices.
- 1. If any data on this site involves infringement, please contact us promptly, and we will arrange for the data to be taken offline.
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