https://github.com/iambotcoder/vectorize
A simplified implementation of Word2Vec
https://github.com/iambotcoder/vectorize
pandas python
Last synced: about 1 year ago
JSON representation
A simplified implementation of Word2Vec
- Host: GitHub
- URL: https://github.com/iambotcoder/vectorize
- Owner: iambotcoder
- Created: 2023-10-18T10:23:39.000Z (over 2 years ago)
- Default Branch: master
- Last Pushed: 2023-10-25T03:31:59.000Z (over 2 years ago)
- Last Synced: 2025-02-05T11:51:45.717Z (about 1 year ago)
- Topics: pandas, python
- Language: Jupyter Notebook
- Homepage:
- Size: 15.6 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Vectorize: Simple Word2Vec Implementation
## Description
Vectorize is a straightforward Python project that offers a simplified implementation of Word2Vec, a fundamental technique in Natural Language Processing (NLP).
## Getting Started
### Usage
* #### Installation: Clone the repository and install the necessary dependencies.
* #### Data Preparation: Prepare your text data for training.
* #### Model Training: Utilize the provided script to train the Word2Vec model.
* #### Applying Word Embeddings: Generate word embeddings for any word in your dataset.
* #### Integration: Easily integrate these word embeddings into your NLP projects and applications.
### Contributions
* Contributions, bug reports and suggestions are welcome. Please feel free to open issues or submit pull requests for enhancements or bug fixes.
## Acknowledgments
Inspiration, code snippets, etc.
* [Unfold Data Science]([https://github.com/matiassingers/awesome-readme](https://www.youtube.com/@UnfoldDataScience))
* [Telusko]([https://gist.github.com/PurpleBooth/109311bb0361f32d87a2](https://www.youtube.com/@Telusko))