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Python implementation of the paper "A CNN–LSTM model for gold price time-series forecasting". Published in Neural Computing and Applications.

Jupyter Notebook 17 3 Updated Jun 25, 2021

基于LSTM的时间序列预测研究

Python 2,927 712 Updated Dec 14, 2022

深度学习以进行时间序列预测

Python 609 168 Updated Jan 5, 2021

Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM

Python 24 2 Updated Mar 3, 2024

CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.

Jupyter Notebook 234 42 Updated Jul 8, 2024

This is my final year project, in which i have explored the non-linear, non-stationary Time Series Forecasting. In this there are three approaches, LSTM, EEMD_LSTM, CEEMDAN_LSTM. EMD and it's varia…

Jupyter Notebook 2 Updated May 12, 2024

Forecasting Apple Inc stock prices using hybrid method of EMD (Empirical Mode Decomposition) and various machine learning algorithms such as ARIMA, RNN, Kernel-SVM, Gaussian Process and LSTM

Python 6 Updated Nov 29, 2024

In PyTorch Learing Neural Networks Likes CNN、BiLSTM

Python 1,293 343 Updated Mar 20, 2023

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Python 4,873 1,963 Updated Mar 24, 2023

EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction

Python 37 12 Updated Feb 24, 2019

PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series

Python 658 63 Updated Dec 24, 2024

Hierarchically-Refined Label Attention Network for Sequence Labeling

Python 289 50 Updated Apr 9, 2021

Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction

Python 313 72 Updated Apr 9, 2022

Springboot+mybatisplus+Layui+mysql制作的图书管理系统

HTML 38 4 Updated Oct 16, 2023

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Python 170,344 44,786 Updated Jan 11, 2025

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

7,362 1,875 Updated Feb 26, 2022

📚 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

178,475 51,179 Updated Aug 21, 2024

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

Jupyter Notebook 18,540 5,415 Updated Oct 14, 2021

《机器学习》(西瓜书)公式详解

24,286 4,766 Updated Nov 8, 2024

27天成为Java大神

Java 13,011 5,078 Updated Jul 20, 2024

刷算法全靠套路,认准 labuladong 就够了!English version supported! Crack LeetCode, not only how, but also why.

Markdown 126,478 23,284 Updated Sep 22, 2024

吴恩达老师的机器学习课程个人笔记

HTML 32,508 10,682 Updated Jun 10, 2024