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AI Acronyms

2024-11-08 来源:个人技术集锦

BERT: Bidirectional Encoder Representations from Transformers
BP: Brevity Penalty 惩罚因子 (机器翻译中用到)
BRNN: Bidirectional RNN
CBOW:
CNN: Convolutionary Neural Network
CTC: Connectionist Temporal Classification (语音识别用到)
CUDA:
DCGAN: Deep Convolutionary GAN
DT: Decision Trees
FFN: Feedforward Neural Networks
FLOP: Float ? 每秒浮点运算次数
GAN: Generative Adversarial Network
GI: General Inquirer
GPU: Graphic Processing UNIVERSITY
GRU: Gated Recurrent Unit
GTX:
ICA: (独立成分分析)
IMDb: Internet Movie Database
Isomap: (流形学习)
JSD: Jensen-Shannon divergence JS散度
KL: Kullback-Leibler divergence KL三度,也叫相对熵
KNN: K-Nearest Neighbors
LDA: Latent Dirichlet Allocation
LDA: (线性判别分析)
LLE: (流形学习)
LSTM: Long Short Term Memory
MJST: Multimodal Joint Sentiment-Topic
MLM: Masked Language Model
NaN: Not a Number
NB: Naive Bayes
NLP: Natural Language Processing
NNP: Neural Network Processing (from Intel’s plan)
NSP: Next Sentence Prediction
PCA: (主成分分析)
RF: Random Forest
RNN: Recurrent Neural Network
RTX:
SGD: Stochastic Gradient Descent
SVM: Support Vector Machines
t-SNE: (非线性降维方法)
TF: TensorFlow
TPU:
VAE: Variational Auto-Encoder 变分自动编码器
WGAN:

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