Deep Learning

Lecture 11. Detection and Segmentation

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 10. Recurrent Neural Networks

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 9. CNN Architectures

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 8. Deep Learning Hardware and Software

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 7. Training Neural Networks, part 2

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 6. Training Neural Networks, part I

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 5. Convolutional Neural Networks

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 4. Introduction to Neural Networks

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 3. Loss Functions and Optimization

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).

Lecture 2. Image Classification & K-nearest neighbor

该笔记根据的视频课程版本是 [Spring 2017](https://www.bilibili.com/video/av17204303)(BiliBili),PPt 资源版本是 [Spring 2018](http://cs231n.stanford.edu/syllabus.html).