Special Gossary
A
absolute value
abstract feature
accurate
activation
adapt
adaptive linear element (ADALINE)
addition
algorithm
angle
applied math
a probability p of occurring 发生概率为p
artificial intelligence (AI)
artificial neural network (ANN)
Arabic numeral
architecture
a set of 一组…
as of
autoencoder
axiom 公理
B
back and forth
backlash
back propagation
basic vector
Bayesian probablity 贝叶斯概率
Bayesian statistics
be analogous to
be concerned with
be guaranteed to occur
be multiplied on the left/right
benchmark
be networked together
be of shape m x n
be prone to (e.g., failure, anger) 易于…的
be true by definition
bias
bin size 组距（直方图中的）
bogus
bold
bottom right
brevity 简洁
brightness
brittle 脆弱的
broadcasting
C
Canadian Institute for Advanced Research (CIFAR)
capital 大写的
Cartesian coordinate
Cartesian product
category
causation
circa
classification problem
code snippet 代码片断
coefficient
cognitive science
column space
combination
comma
commutative
comparison group
composition of functions
computational
computational graph
computational neuroscience
computational unit
compute
computer system
computational cost
computationally costly
connectionism
constant 常量
constitute
construct
countable 可数的
contably 可数地
contestant 竞赛者
context
continuous
continuous bag-of-words (CBOW)
continuous mathematics
continuous variable
contour
converge 收敛
convergence
convolutional network
coordinate
counter
covariance
crop
cybernetics
D
dataset
decoder
definite integral
denote 表示
dependent variable 因变量
depict
determinant 行列式
deterministic 确定的
derivative 导数
detect
diagonal
diagonal matrix
dimensionality
dip
disambiguate 使…不相互混淆，消除歧义
discrete
discrete variable
discrete mathematics
discretization 离散化
discriminate
discriminator
distributed computing
distributed representation
divergence
dot product
duplicate
dynamics 动力学
E
edge
element-wise
encoder
encompass
endeavor
engineering-oriented
entry 元素
equation 方程式，等式
equilibrium 平衡，均衡
Euclidean norm 欧几里得范式
existence
extract
extraneous factor
expectation
experimental study
F
factor of variation
feature matching
feedforward
finite 有限的
flaw
flexibility
flowchart
formally
fragmented
fraudulent
frequency
frequentist probability 频率派概率
Frobenius norm
G
game thoery 博弈论
Gaussian distribution
generalize
generalization
generative adversarial networks (GANs)
generator
geometric shape
graphical model
GPU-accelerated
H
Hadamard product
hand-designed
handwritten digit
hardware capability
height
heuristic 启发式的
high-dimensional 高维的
high-resolution
histogram 直方图
horizontal
human intervention
hyperparameter 超参
hypothesis 假设
hypothetical 假设的
I
identity matrix
illumination 光照
ImageNet Large-Scale Visual Recognition Chanllenge (ILSVRC)
image segmentation
independent variable 自变量
infer 推断
infinite 无限的
information theroy
inheritance
instability 不稳定性
insurmountable
in the presence of
integer 整数
intelligence
intelligent
interdisciplinary
interval estimate 区间估计
inverse matrix
italics
J
joint probability distribution 联合概率分布
K
kernel machine
knowledge base
Kullback-Leibler divergence
L
labeled example
labeled dataset
leverage
likewise
limitation
linear algebra
linear combination
linear dependence
linear model
linearly dependent
linearly independent
logarithm
logistic regression
long short-term memory (LSTM)
lower-case
low-resolution
lurking variable
M
main diagonal
mathematical difficulty
mathematical function
matrix
matrix product
mean 均值
median 中位数
mode 众数
modified National Institute of Standards and Technology (MNIST)
motion planning
multilayer perceptron (MLP)
multiplication
mutually
N
naive Bayes
Nash equilibrium 纳什均衡
natural language processing (NLP)
natural logarithm
natural number
necessary condition
Neocognitron
nervous system
neuron
neuroscience
neuroscientific
non-convex 非凸的
nonzero
non-zero
norm
normal distribution
notation
numerical optimization
O
object identity
observational study
omit
operational definition
origin
outcome 结果
outlier
outperform
overlap 重叠
overidding
P
parallel distributed processing
parametrize
partial derivative
pedestrian detection
percentage 百分比例
perspective
pixel value
Polar coordinate
pointer
popularity
population average 总体均值
postulate 假设，假定
prerequisite
pretraining
probabilistic modeling graph
probability
probability mass function (PMF) 概率质量函数
probability distribution
processing
proportion 小数
proposition 命题
Q
quantum mechanics 量子力学
R
random sample 随机样本
random variable 随机变量
range 值域
real interval
real number
real-valued
real-world environment
reason 推理
recognisable
redundancy
redundant
recognizable
rectified linear unit
repeatable 可以重复的
replica 复制品？
representation
retain 保留
reverse
Roman numeral
S
sample average
sample error
sample statistics
scalar
scatterplot
semi-supervised learning
senario 情境
sequence modeling
sequential instruction
set 集合
set subtraction
Shannon entropy
shorthand
similarity
simulate
simultaneously 同时地
singular 奇异的
span of the columns
speech recognition
square bracket
square matrix
state information
state-of-the-art
statistical symbol
stochastic gradient decent (SGD)
stochasticity 随机性
subatomic particle 亚原子粒子
subscript
substitute
sufficient condition
supervised learning
symbolic reasoning
symmetrical 对称的
T
take on 取(值)
tensor
terminology 术语
theoretical
transpose
triangle inequality
typeface
U
uncertain
uncertainty
undesirable
unlabelled
unprecedented
unsupervised learning
upper-case
upper left
V
variable 变量
variability
variance
variation
vector
Venn diagram
vertical
vision
visualization
W
weight
width
X
Y
Z
