Study

Catalog

• #Course

  • #Artificial Intelligence
    A*算法不确定性推理搜索问题用A-star算法解决八数码问题知识表示确定性推理
  • #High Performance Computing and Cloud Computing
    Parallel Architecture Lecture2Parallel Architecture Lecture3Parallel Architecture Lecture4Parallel Architecture Lecture5Parallel Architecture Lecture6Parallel Architecture Lecture7
  • #Software Engineering
    1、软件概述2、结构化分析3、结构化设计4、结构化系统实现

• #Deep Learning

  • #deepspeed Zero
  • #Markov chain
  • #Meta Learning
  • #RL: Overview and basic policy gradient
  • #RL: Proximal policy optimization (PPO)
  • #Self attention mechanism

• #Language

  • #Java面向对象
  • #JDK, JRE and JVM

• #Maths

  • #Advanced Discrete Mathematics
    1.algebraic system10.Normal subgroup11.Quotient group12.Ring and field13.Subring, Ideal and Quotient ring2.Group3.Order of element4.Subgroup5.Homomorphism and isomorphism of groups6.Cyclical group7.Permutation group8.Coset9.Lagrange theorem
  • #Mathematical Modeling
    Fair allocation of seats

• #RAG

  • #Documents Processing
  • #Embedding
  • #RAG with Vector Stores
  • #RAG Evaluation
  • #Tree index of LlamaIndex
  • #混合索引（多路召回）