https://github.com/obsidianjulua/bertanalysisgui.jl
GUI blink interface with Transformers Bert API
https://github.com/obsidianjulua/bertanalysisgui.jl
clustering encoder-decoder-architecture huggingface-transformers julia text-analysis
Last synced: 7 months ago
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GUI blink interface with Transformers Bert API
- Host: GitHub
- URL: https://github.com/obsidianjulua/bertanalysisgui.jl
- Owner: obsidianjulua
- License: mit
- Created: 2025-10-16T17:56:14.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-10-24T02:48:20.000Z (8 months ago)
- Last Synced: 2025-10-24T04:29:44.564Z (8 months ago)
- Topics: clustering, encoder-decoder-architecture, huggingface-transformers, julia, text-analysis
- Language: Julia
- Homepage: https://github.com/obsidianjulua/EngineGUI.jl
- Size: 27.3 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# BERTAnalysisGUI.jl
A GUI interface for BERT-based text analysis using Julia, Blink, and Transformers.
## Features
- Semantic search across documents
- Text similarity comparison
- Sentiment analysis and topic detection
- Text clustering and outlier detection
- Text complexity, coherence, and readability analysis
## Installation
```julia
using Pkg
Pkg.add("BERTAnalysisGUI")
```
Or install from source:
```julia
using Pkg
Pkg.add(url="https://github.com/obsidianjulua/BERTAnalysisGUI.jl")
```
## Usage
```julia
using BERTAnalysisGUI
# Launch the GUI with default BERT model
w = BERTAnalysisGUI.launch_gui()
# Or specify a different model
launch_gui("bert-base-uncased")
```
The GUI will open in a new window where you can interact with various text analysis tools.
## Requirements
- Julia 1.6+
- Blink.jl
- Transformers.jl
- JSON3.jl
- StatsBase.jl
## License
MIT License - see LICENSE file for details