• NeoDB
  • Explore
  • Feed
  • Home
    • Scan barcode
    • Sign up or login
    • Preferences
5yr 卡拉OK•南京•我
cover

Book

Deep Learning for Coders with fastai and PyTorch
Douban Goodreads
Sylvain Gugger / 杰瑞米·霍华德 publishing house: O'Reilly Media 2020 - 2
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 accomplish a wide range of tasks—including computer vision, natural language processing, tabular data, and generative networks. At the same time, you’ll dig progressively into deep learning theory so that by the end of the book you’ll have a complete understanding of the math behind the library’s functions.

在读《Deep Learning for Coders with fastai and PyTorch》 🌕🌕🌕🌕🌕
Jeremy的学习思路很赞,类似Bidirectional BFS。先学一点model from scratch (simple 3-layer NN) & fastai lib (transfer ResNet34), 然后bottom-up & top-down,同时深入学习,当交汇的时候就说明完整掌握了。
全书就是 Jupyter Notebook: github.com/fastai/fastbook/clean/. 直接在 Colab打开 (runtime改为GPU即可, 利用transfer learning, 所以免费instance即可)
课程见https://course.fast.ai/ 有2020版part 1
AI学术界很多Jargon,写成code就通俗易懂了。

卡拉OK•南京•我
@focus@neodb.social
141 following  ·  72 followers

tag:#文史哲艺,#书影音,#podcast
草莓象只谈风月

He who has a why to live can bear almost any how.
“只向美的事物低头”

“我在全世界最神圣的城市离上帝最近的地方祈祷了你的健康和幸福” —— 3/23/2019

豆瓣写真相册 - Narcissus & Goldmund:https://www.douban.com/photos/album/1689817809

心水私电影
- 其后 それから (1985)
- 神秘列车 Mystery Train (1989)
- 夜空总有最大密度的蓝色 夜空はいつでも最高密度の青色だ (2017)
- 火口的两人 火口のふたり (2019)
- 法外之徒 Bande à part (1964)
- 处女心经 오! 수정 (2000)
- 堕落天使 墮落天使 (1995)
- 血色孤语 The Voices (2014) -- Marjane Satrapi
- 醉乡民谣 Inside Llewyn Davis‎ (2013)



关注我们建议反馈站点公约 About API Apps
You are visiting an alternative domain for NeoDB, please always use original version if possible.