A Python library that provides a simple interface to use NLP models

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  • License: MIT License
  • Author: owo
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Project description

text-hub

通用文字自動標注與預測訓練系統 Python application

目標

整理文字標注與預測訓練的流程，並提供一個通用的系統，讓使用者可以快速的標注與訓練文字預測模型。

包含組件

資料預處理

  • 分段
  • 分句
  • 過濾
  • 輸出方便標注的格式

資料訓練

  • 輸入標注好的格式
  • 訓練模型

資料預測

  • 輸入要標注的格式
  • 選擇對應的模型
  • 預測
  • 輸出結果

使用方式

安裝

# 建立虛擬環境
conda create -n text-hub python=3.8
conda activate text-hub

# 安裝套件
pip install -r requirements.txt

使用

streamlit run home.py

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  • License: MIT License
  • Author: owo
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0.1.0

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