The Word Embedding Explorer is an interactive web app for exploring and visualizing word embeddings using pre-trained models like GloVe, Word2Vec, and FastText. It offers features such as word analogies, nearest neighbors, similarity comparisons, and 3D visualizations.
- Word Analogies: Compute analogies like
king - man + woman = queen. - Nearest Neighbors: Find closest words in the embedding space.
- Word Similarity: Compare similarity between two words.
- Interactive 3D Exploration: Visualize word embeddings in 3D.
- Word Embeddings: Retrieve embeddings for words or phrases.
- Clone the repo:
git clone https://github.com/<your-username>/streamlit-word-embedding-tool.git cd streamlit-word-embedding-tool