Articles in 2018-11 - Yeyupiaoling

"PaddlePaddle from Beginner to 'Alchemy' (6) —— Generative Adversarial Networks"

2018-11-04 178 views PaddlePaddle PaddlePaddle从入门到炼丹 PaddlePaddle Fluid Generative Adversarial Network Deep Learning Handwritten font

Thank you for sharing this detailed case study on Generative Adversarial Networks (GAN) for image generation of MNIST handwritten digits using PaddlePaddle. This case study introduces the basic concepts, architectural design, and implementation process of GAN in PaddlePaddle in an accessible manner. ### Summary of Key Content 1. **Project Background and Objectives**: Introduces Generative Adversarial Networks (GANs) and their applications, aiming to generate hand-drawn images similar to MNIST handwritten digits using GANs. 2. **Experimental Tools and Environment Preparation**:

From PaddlePaddle Beginner to "Alchemy Master": Part 5 - Recurrent Neural Networks

2018-11-03 209 views PaddlePaddle PaddlePaddle从入门到炼丹 PaddlePaddle Deep Learning Recurrent Neural Network Sentiment Analysis Fluid

Chapter 5: Understanding Sentiment Analysis in "PaddlePaddle from Beginner to AI Enthusiast" In this chapter, we will continue to use PaddlePaddle to implement a simple text classification model for sentiment analysis of movie reviews. We will elaborate on how to build and train such a model, and explain some key concepts to help readers better understand and apply deep learning techniques. ### 1. Preparation First, we need to ensure that PaddlePaddle CPU version or GPU version (if using GPU) is installed. Next