https://github.com/r3c0ger/liscaps

A LSTM-based intelligent stock crawl, analysis and prediction system.
https://github.com/r3c0ger/liscaps

crawler lstm python pytorch stock streamlit

Last synced: 5 days ago
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A LSTM-based intelligent stock crawl, analysis and prediction system.

• Host: GitHub
• URL: https://github.com/r3c0ger/liscaps
• Owner: R3c0ger
• License: apache-2.0
• Created: 2024-06-20T08:04:49.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-06-29T17:44:01.000Z (5 months ago)
• Last Synced: 2024-06-30T18:46:17.005Z (5 months ago)
• Topics: crawler, lstm, python, pytorch, stock, streamlit
• Language: Python
• Homepage:
• Size: 295 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# LISCAPS: LSTM-based Intelligent Stock Crawl, Analysis and Prediction System

## LISCAPS：基于 LSTM 的智能股票爬取分析与预测系统

## Usage

1. `.\init_venv.bat`

  Be patient and wait until "Press any key to exit..."

2. `python main.py`

## Environment

- Windows 7+

- Python 3.6+

- numpy

- scipy

- pandas

- matplotlib

- tensorboard

- torch

- visdom

- scikit-learn

- streamlit

- requests

## Reference

1. [代码可直接运行：利用深度学习进行股票预测，支持pytorch,keras和tensorflow](https://blog.csdn.net/songyunli1111/article/details/78513811)