Text-Summarization-NLP-Project
所属分类：Docker
开发工具：Jupyter Notebook
文件大小：0KB
下载次数：0
上传日期：2023-07-31 03:30:11
上 传 者：
sh-1993
说明： 文本摘要NLP项目的主要目标是开发一个健壮而准确的摘要系统，该系统可以有效地处理各种类型的文本内容，包括文章、新闻报道、研究论文等。
(The primary goal of the Text Summarization NLP Project is to develop a robust and accurate summarization system that can efficiently process various types of textual content, including articles, news reports, research papers, and more.)
文件列表:
.DS_Store (6148, 2023-07-30)
Dockerfile (0, 2023-07-30)
LICENSE (1069, 2023-07-30)
app.py (920, 2023-07-30)
config/ (0, 2023-07-30)
config/config.yaml (1023, 2023-07-30)
main.py (2240, 2023-07-30)
params.yaml (233, 2023-07-30)
requirements.txt (232, 2023-07-30)
research/ (0, 2023-07-30)
research/01_data_ingestion.ipynb (7562, 2023-07-30)
research/02_data_validation.ipynb (5457, 2023-07-30)
research/03_data_transformation.ipynb (7456, 2023-07-30)
research/04_model_trainer.ipynb (8438, 2023-07-30)
research/05_Model_evaluation.ipynb (9440, 2023-07-30)
research/Text_Summarization.ipynb (184037, 2023-07-30)
research/trials.ipynb (0, 2023-07-30)
setup.py (785, 2023-07-30)
src/ (0, 2023-07-30)
src/textSummarizer/ (0, 2023-07-30)
src/textSummarizer/__init__.py (0, 2023-07-30)
src/textSummarizer/config/ (0, 2023-07-30)
src/textSummarizer/config/__init__.py (0, 2023-07-30)
src/textSummarizer/config/configuration.py (3354, 2023-07-30)
src/textSummarizer/conponents/ (0, 2023-07-30)
src/textSummarizer/conponents/__init__.py (0, 2023-07-30)
src/textSummarizer/conponents/data_ingestion.py (1187, 2023-07-30)
src/textSummarizer/conponents/data_transformation.py (1231, 2023-07-30)
src/textSummarizer/conponents/data_validation.py (1005, 2023-07-30)
src/textSummarizer/conponents/model_evaluation.py (3450, 2023-07-30)
src/textSummarizer/conponents/model_trainer.py (2464, 2023-07-30)
src/textSummarizer/constants/ (0, 2023-07-30)
src/textSummarizer/constants/__init__.py (110, 2023-07-30)
src/textSummarizer/entity/ (0, 2023-07-30)
src/textSummarizer/entity/__init__.py (956, 2023-07-30)
... ...
# Text-Summarization-NLP-Project
The Text Summarization NLP Project is an innovative and advanced natural language processing (NLP) initiative designed to automate the process of generating concise and coherent summaries from lengthy texts. This project harnesses the power of cutting-edge machine learning algorithms and deep learning techniques to extract key information and condense it into a shorter, easy-to-understand format.
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