Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

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Use GAN network to generate regular data in 1010 format

Use GAN network to generate regular data in 1010 format

test discriminator

code

# 用GAN网络生成1010格式规律的数据

import torch
import torch.nn as nn  # nn全称是neural network,用于构建神经网络模型的
import pandas as pd
import matplotlib

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Origin blog.csdn.net/PoGeN1/article/details/132065313

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

Pytorch study notes | GAN generation adversarial network | code | generated data | visualization of evolution rules

pytorch (version 1.0 and above) builds a Generative Adversarial Network (GAN) to realize mnist fake image generation, super simple, complete code attached

"Deep Learning" ------ Generative Adversarial Network (GAN) study notes

GAN confrontation generation network study notes (1) Brief description of GAN

Application of GAN in computer vision based on GAN generation adversarial network

Pytorch implements a simple generative adversarial network GAN

PyTorch trains a simple generative adversarial network GAN

GAN confrontation generation network study notes (3) DCGAN principle

Introduce in detail the principle of Generative Adversarial Network (GAN) and the implementation based on Pytorch source code

Deep learning - generated against network GAN notes

GAN (generated against the network) Matlab code detailed

GAN(Generative Adversarial Network)

GAN - Adversarial Generative Network

Pytorch study notes (1) Recognition and generation of data types

GAN generation against network combat course (PyTorch version) intensive lecture plus source code demonstration

Spatial feature-based generative adversarial network data generation method

What is a Generative Adversarial Network (GAN)?

Simple record: GAN (against generation network), pytorch + MNIST

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Adversarial Autoencoders study notes

[python] pandas study notes (10) data visualization

[Generative Adversarial Network] First introduction to GAN

AIGC in action - Generative Adversarial Network (GAN)

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