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wwkiyyx/README.md

Hi there 👋

NLP 自然语言处理 Natural Language Processing
- 词嵌入 Word Embedding
RNN 循环神经网络 Recurrent Neural Network
LSTM 长短期记忆 Long Short-Term Memory
LLM 大型语言模型 Large Language Model
BERT - Bidirectional Encoder Representations from Transformers
GPT - Generative Pre-trained Transformer
- 预训练模型 Pre-trained Model
- 聊天机器人 Chatbot
- 提示词 prompt
CoT 思维链 深度思考 长思考 Chain of Thought 、 thinking
- 工具调用 函数调用 tool and function
- 联网搜索 web search
- 智能体 Agent
RAG 检索增强生成 Retrieval-augmented Generation
- 大模型微调 Fine-tuning
MCP 模型上下文协议 Model Context Protocol
CV 计算机视觉 Computer Vision
OCR 光学字符识别 Optical Character Recognition
ANN 人工神经网络 Artificial Neural Network
CNN 卷积神经网络 Convolutional Neural Network
GAN 生成对抗网络 Generative Adversarial Network
- 激活函数 Activation Function
BP 反向传播 Backpropagation
- 学习率 Learning Rate
- 分类 Classification
- 特征学习 Feature Learning
AI 人工智能 Artificial Intelligence
CPU 中央处理器 Central Processing Unit
GPU 图形处理器 Graphics Processing Unit
API 应用程序编程接口 Application Programming Interface
IoT 物联网 Internet of Things
VR 虚拟现实 Virtual Reality
AR 增强现实 Augmented Reality
ASR 自动语音识别 Automatic Speech Recognition
ML 机器学习 Machine Learning
RL 强化学习 Reinforcement Learning
DL 深度学习 Deep Learning
DRL 深度强化学习 Deep Reinforcement Learning
DQN 深度Q网络 Deep Q-Network
- 蒙特卡洛 Monte Carlo
PPO 近端策略优化 Proximal Policy Optimization

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