- Main
- Computers - Artificial Intelligence (AI)
- Generative Deep Learning: Teaching...
Generative Deep Learning: Teaching Machines to Paint, Write, Compose, and Play
David FosterGenerative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models.
Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how to make your models learn more efficiently and become more creative.
• Discover how variational autoencoders can change facial expressions in photos
• Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation
• Create recurrent generative models for text generation and learn how to improve the models using attention
• Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting
• Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN
- ডাউনলোড
- epub 39.18 MB Current page
- Checking other formats...
- রূপান্তর
- Unlock conversion of files larger than 8 MBPremium
১-৫ মিনিটের মধ্যে ফাইলটি আপনার Telegram অ্যাকাউন্টে পৌঁছে দেওয়া হবে।
দ্রষ্টব্য: নিশ্চিত হন, যে আপনি আপনার অ্যাকাউন্ট Z-Library Telegram বটের সাথে লিঙ্ক করেছেন।
১-৫ মিনিটের মধ্যে ফাইলটি আপনার Kindle ডিভাইসে পৌঁছে দেওয়া হবে।
দ্রষ্টব্য: কিন্ডলে পাঠান প্রতিটি বই আপনাকে যাচাই করতে হবে. Amazon Kindle Support থেকে নিশ্চিতকরণ ইমেলের জন্য আপনার ইমেল ইনবক্স চেক করুন.
- Send to eReaders
- Increased download limit
- File converter
- অনুসন্ধানের আরো ফলাফল
- More benefits