Giter VIP home page Giter VIP logo

a-trading's Introduction

探索实践AI交易模型

File Description
fetch_from_akshare.py 从akshare下载A股历史数据
lstm_script.py use lstm模型 to predict the stock price, the model copy from this article - Stock Prediction and Forecasting Using LSTM(Long-Short-Term-Memory.
Training scripts: python3 lstm_script.py train
Predict scripts: python3 lstm_script.py predict
lstm_script_sequence_100_feature_1.py Some improvements were made to the model implemented in lstm_script.py: the lstm model input features were changed from 100 to 1, and the stock price series used during training was set to 100 by default.
lstm_script_sequence_100_feature_1_label_1.py based on lstm_script_sequence_100_feature_1.py, only the last time series output is used to evaluate the model

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.