Chinese core paper: VMD-LSTM-Attention time series price prediction practical complete code data can be run directly - Code World

Chinese core paper: VMD-LSTM-Attention time series price prediction practical complete code data can be run directly

Enterprise 2023-12-27 21:42:52 views: null

Project video explanation: VMD-Attention-LSTM time series price prediction actual complete data code can be run directly_bilibili_bilibili

Model diagram:

Data display: tens of thousands of data are enough

Main model code:

import tensorflow as tf

def attention_3d_block(inputs,TIME_STEPS,SINGLE_ATTENTION_VECTOR):
    # inputs.shape = (batch_size, time_steps, input_dim)
    # inputs = tf.expand_dims(inputs,1)
    input_dim = int(inputs.shape[2])
    a = tf.keras.layers.Permute((2, 1))(inputs)
    a = tf.keras.layers.Reshape((input_dim, TIME_STEPS))(a)  # this line is not useful. It's just to kn

Guess you like

Origin blog.csdn.net/pythonyanyan/article/details/134686887

Chinese core paper: VMD-LSTM-Attention time series price prediction practical complete code data can be run directly

Vmd+lstm time series prediction classification regression prediction code detailed explanation The complete code can be run directly

Chinese core project: Detailed practical explanation of adversarial neural network CGAN. The complete code data can be run directly

Combat 26: TCN time series prediction: time series prediction of TCN network causal convolution actual combat complete code data video explanation can be run directly

Based on pytorch LSTM lstm industrial power consumption prediction complete code data can directly run the graduation project

Transformer time series prediction - multi-variable input - single-variable output + multi-variable output, complete code data, can be run directly

The complete code + data for enterprise power consumption prediction based on Kalman filter and keras LSTM can be directly run on the computer.

Machine learning lgb national big data innovation application competition user loan risk prediction complete code data can be run directly

[Numerical prediction case] (6) LSTM, GRU time series stock data prediction, with complete TensorFlow code

[Numerical prediction case] (5) LSTM time series temperature data prediction, complete with TensorFlow code

Industrial output prediction based on machine learning SVM knn logistic regression, AdaBoost, xgboost, lightgbm complete code data can be run directly

Actual Combat 32: Data Analysis and Visualization of Resident Children's Diet Data Actual Combat Random Forest Prediction and Classification Actual Combat The complete code data can be run directly

LSTM-based opening price and closing price prediction actual combat complete code data detailed tutorial

Time series prediction practice (24) PyTorch implements RNN for multivariate and unit prediction (with code + data set + complete analysis)

Practical case of deep learning: multivariate time-series air quality prediction (with complete code)

Practical case: Using Transformer network for time series model prediction (with complete Python code)

Time series prediction model practical case (3) (LSTM) (Python) (deep learning) time series prediction (including running code and code explanation)

Combat Thirty-Four: Based on machine learning lightgbm multi-band remote sensing image visual classification practical complete code data can be run directly

[Numerical prediction case] (3) LSTM time series power prediction, complete with Tensorflow code

LSTM crude oil price prediction actual multi-model comparison complete code data

Transformer Time Series Forecasting Price Forecasting Yield Forecasting Intensive Lecture Complete Code Data Graduation Design

Detailed interpretation of multi-feature LSTM time series prediction code based on pytorch (with complete code)

TensorFlow practical case: stock data prediction using LSTM and GRU (with complete Python code)

TensorFlow Practical Case: Using LSTM for Power Prediction (with complete Python code and data set)

AlexNet-based image classification practice complete data code model training results graduation project can be run directly

DNN used car price prediction complete code

Practical case: Using LSTM for multivariate time series forecasting (with Python complete code)

TensorFlow practical case: LSTM temperature data prediction based on multi-feature input (with complete Python code and data set)

For the troublesome time series data prediction, this solution can be done in three steps?

Combat 26: TCN time series prediction: time series prediction of TCN network causal convolution actual combat complete code data video explanation can be run directly

Recommended

The number of MaxKB GitHub Stars, an open source knowledge base question and answer system based on large language models, exceeded 5,000!

Ranking

Getting the basic concepts of ROS + catkin Profile

Spring Learning (2) --- Assembling Beans in the IoC Container

js to get the src attribute of the image regularly

STM32 is based on CubeIDE and HAL library basics entry study notes: Bluetooth WIFI STM32 connects to Alibaba Cloud

Short video learning - 3, pandas simple use of pivot_table

Print directory of project configuration log, output log

Understand the difference between vi and vim in Linux in 3 minutes

1 + x certificate Web front-end development HTML5 special exercises

mangodb save and insert the difference

7-1 Family tree processing (50 points) (binary tree solution)

Daily

More

2024-05-13(8)

2024-05-12(28)

2024-05-11(32)

2024-05-10(34)

2024-05-09(32)

2024-05-08(18)

2024-05-07(34)

2024-05-06(6)

2024-05-05(0)

2024-05-04(18)