Lu, Yukuan

【南宋】 陈与义

高咏楚词酬午日，天涯节序匆匆。榴花不似舞裙红。无人知此意，歌罢满帘风。

万事一身伤老矣，戎葵凝笑墙东。酒杯深浅去年同。试浇桥下水，今夕到湘中。

【南宋】 蒋捷

我梦唐宫春昼迟，正舞到、曳裾时。翠云队仗绛霞衣，慢腾腾，手双垂。

忽然急鼓催将起，似彩凤、乱惊飞。梦回不见万琼妃，见荷花，被风吹。

【唐】 元稹

寥落古行宫，宫花寂寞红。

白头宫女在，闲坐说玄宗。

TL;DR: - For categorical outcomes (e.g., classification), the negative log-likelihood corresponds to the cross-entropy loss. - For continuous outcomes (e.g., regression), assuming a Gaussian distribution, the negative log-likelihood corresponds to the Mean Squared Error (MSE) loss.

Sources:

1. Linux Services from Linux command line for you and me

This post elaborates the boot process of a Linux system. For details, read the bootup man page or Click here to read it online.

Sources:

1. Bernard Kolman, Robert C. Busby & Sharon Cutler Ros. (2014). Functions. Discrete Mathematical Structures (6th ed., pp. 206-246). Pearson.
2. John Hubbard; Barbara Burke Hubbard. (2015). Vector calculus, linear algebra, and differential forms: A unified approach (5th ed., pp. 9-11). Matrix Editions.

In this section we define the notion of a function, a special type of relation.

In 3-D Euclidean space, a sphere can be locally approximated as a plane. The proof is as follows.

Sources:

1. Deconvolution 2013 paper
2. Guided Backpropagation 2015 paperhttps://arxiv.org/abs/1412.6806)

Code: Jax Feature Attribution Methods

Sources:

1. Grad CAM (and Guided Grad CAM) 2015 paper
2. CAM 2015 paper (Bolei Zhou)
3. Guided Backpropagation

Code: Jax Feature Attribution Methods