很多人认为,要在深度学习中取得优秀的结果,你需要各种难以找到的东西,但正如你在本书中所看到的,这些人是错的。表1-1列出了世界级深度学习中绝对不需要的一些东西。 表1-1。深度学习中你不需要的东西 深度学习是一种计算机技术,通过使用多层神经网络来提取和转换数据,应用案例从人类语音识别到动物图像分类不一而...
//pypi.org/project/fastai/" target="_blank" rel="noopener">Python and R, and in some simple scenarios they seem to provide a no-brainer solution for training deep learning models with as few lines of code as possible. Today we'll dive into FastAI in R, and you'll learn how to trai...
Deep learning has the reputation as an exclusive domain for math PhDs. Not so. With this book, programmers comfortable with Python will learn how to get started with deep learning right away. Using PyTorch and the fastai deep learning library, you’ll learn how to train a model to accomplis...
1.异步服务 老式的HTTP是串行的,这意味着当客户端想要在同一个连接总发送多个请求时,下个请求只有在前一个请求得到应答后才发送,如果想发送一批东西,这不是一个好选择。 因此,在使用GPU时,批处理请求通常比一个接一个地处理请求或者并行触发请求更有效。我们的思路就是收集来自几个连接的请求,将它们组装成一批,...
Deep Learning for Coders with fastai and PyTorch 星级: 405 页 Deep Learning with PyTorch 星级: 360 页 Deep Learning with PyTorch 星级: 408 页 Deep Learning with PyTorch 星级: 357 页 Deep Learning with PyTorch 星级: 287 页 Deep Learning with PyTorch 星级: 255 页 Deep Learning with...
With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progre...
Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD is the accompanying book for this course. It is also freely available as a series of Jupyter Notebooks. Practical Deep Learning for Coders part 2: Deep Learning Foundations to Stable Diffusion (30 hours) is a foll...
Deep Learning for Coders with fastai and PyTorch 2025 pdf epub mobi 电子书 著者简介 Jeremy Howard is an entrepreneur, business strategist, developer, and educator. Jeremy is a founding researcher at fast.ai, a research institute dedicated to making deep learning more accessible. He is also a Di...
git clone https://github.com/fastai/fastai pip install -e "fastai[dev]" Learning fastai The best way to get started with fastai (and deep learning) is to readthe book, and completethe free course. To see what’s possible with fastai, take a look at theQuick Start, which shows how ...
Chapter 4. Under the Hood: Training a Digit Classifier Having seen what it looks like to train a variety of models in Chapter 2, let’s now look under the … - Selection from Deep Learning for Coders with fastai and PyTorch [Book]