Xiyuan Yang's Blog
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Algorithm-MCTS

Algorithm-MCTS

This article introduces the classical Monte Carlo Tree Search Algorithms and its appliactions nowadays.
2025-04-08
Algorithm
#tutorial #MCTS
Neural Networks Introduction

Neural Networks Introduction

The Introduction for Blog Updating several classical neural network and its applications.
2025-04-04
Artificial Intelligence > Deep Learning
#Artificial Intelligence #Deep Learning #Neural Networks
Torch-Memo

Torch-Memo

Frequently used torch Memo.
2025-04-01
Artificial Intelligence > Torch
#Updating #Python #Tutorial
Blog-Update-Fetching-Script

Blog-Update-Fetching-Script

My Github project - Blog-Update-Fetching-Script Application.
2025-03-30
Project
#Finished #Bash
DataStructure-Sparse-Table

DataStructure-Sparse-Table

Advanced algorithms of Sparse Table and the underlying idea of doubling. This blog will also introduce its applications.
2025-03-30
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #Tree #Finished #Data Structure #C/C++ #Sparse Table
DataStructure-Fenwick-Tree

DataStructure-Fenwick-Tree

Advanced algorithms of Fenwick Tree, including its applications.
2025-03-30
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #Tree #Finished #Data Structure #C/C++ #Fenwick Tree
Algorithm-Sorting

Algorithm-Sorting

Several classic and efficient sorting algorithms written in C++.
2025-03-29
Algorithm > SJTU CS0501(H) Data Structure
#Finished #C/C++ #Sorting Algorithms #Merge Sort #Quick Sort
DataStructure-Tree-Binary-Search-Tree-AVL-Tree

DataStructure-Tree-Binary-Search-Tree-AVL-Tree

Cpp implementation for AVL Tree and Binary Search Tree
2025-03-29
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #Tree #Data Structure #C/C++ #Binary Tree #AVL Tree
RAG-Blog-Content-Retrieval

RAG-Blog-Content-Retrieval

My Github project RAG Blog content retrieval
2025-03-29
Project
#Python #RAG
RAG-Tutorial

RAG-Tutorial

Theoretical explanation and implementation of RAG for LLM uasge.
2025-03-29
Artificial Intelligence > LLM
#Artificial Intelligence #Deep Learning #LLMs #RAG
Algorithm-BFS-DFS

Algorithm-BFS-DFS

This blog introduces the basic mathematical definitions of graph theory and discusses the BFS and DFS search algorithms in graph theory, serving as course notes for MIT6.006.
2025-03-27
Algorithm > MIT 6.006 Introduction to Algorithms
#tutorial #Tree #Finished #BFS/DFS #Data Structure #Algorithm #C/C++
AI-Paper-2024

AI-Paper-2024

Several Papers representing the most valuable and shining research in AI frontier in 2024.
2025-03-25
Artificial Intelligence
#AI research #Artificial Intelligence #Deep Learning #LLMs
DataStructure-Tree-Binary-Heap

DataStructure-Tree-Binary-Heap

Lecture notes for MIT6.006 Lec8 Binary Heaps.
2025-03-24
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #Tree #Finished #Data Structure #C/C++ #Binary Heap
Algorithm-Memo

Algorithm-Memo

Memo for several frequently used algorithms and data sturctures.
2025-03-23
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #Data Structure #C/C++
DataStructure-Stack-Queue-Advanced

DataStructure-Stack-Queue-Advanced

Several advanced usage of stack, including the increasing stack, increasing queue and the recursive simulation of stack.
2025-03-16
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #Finished #BFS/DFS #Data Structure #C/C++ #Queue #Stack #Increasing stack
RL_speeches

RL_speeches

Lecture notes for several sppeches regarding reinforcement learning
2025-03-14
Artificial Intelligence
#Artificial Intelligence #Deep Learning #reinforcement learning
Python-Visualization

Python-Visualization

Introducing Easily Used Templates to draw beautiful pictures in Python.
2025-03-14
Code > Python
#Python #Tutorial #Visualization
Algorithm-BinaryTree

Algorithm-BinaryTree

This blog introduces Binary Tree, with several operations of O(logn) complexity. The blog then introduces AVL tree. This is my own lecture notes for MIT 6.006, Introduction to algorithms.
2025-03-12
Algorithm > MIT 6.006 Introduction to Algorithms
#tutorial #Tree #Finished #Data Structure #C/C++ #Binary Tree
Deep Learning Memo

Deep Learning Memo

This blog records the writer's learning process of building and training neural networks by hand practically, including some tips, insights and memos.
2025-03-10
Artificial Intelligence > Deep Learning
#Artificial Intelligence #Deep Learning #Convolutional Neural Networks #AlexNet #Image Clssification
Taking-Notes

Taking-Notes

Sharing my own experiences of taking notes during lectures and how to maximize the effectiveness from taking notes into the acquirement of knowledge.
2025-03-09
Efficient Tools
#tutorial #Methodologies #Taking Notes
Pre-Training-Is-Dead?

Pre-Training-Is-Dead?

This blog focuses on the speech delivered by Ilya Sutskever in Neurips 2024, which discussed the future of scaling law and pre-training method, as well as the future directions of AI development.
2025-03-09
Artificial Intelligence
#Artificial Intelligence #Deep Learning #Finished #Pretraining #Large Language Models #Celebrity speeches
CS294-3-Autogen

CS294-3-Autogen

This Blog introduces Autogen, which is developed by Microsoft, an multi-agent framework.
2025-03-07
Artificial Intelligence > CS294 LLM Agents
#Artificial Intelligence #Deep Learning #Finished #Agent #Autogen
Python-Numpy-Cheatsheet

Python-Numpy-Cheatsheet

This Blog focuses on the most frequently used python modules numpy, regarding its basic usage and several applications.
2025-03-06
Code > Python
#Finished #Python #Tutorial #Numpy
Algorithm-Chunking

Algorithm-Chunking

This article introduces the chunking algorithms.
2025-03-03
Algorithm > SJTU CS0501(H) Data Structure
#tutorial #C/C++ #Chunking
Bash_commands

Bash_commands

This blog concisely introduces common Bash commands, including grep, awk and explains how to adhere to the core Linux philosophy "KISS principle" when automating file processing in Linux.
2025-02-17
Efficient Tools > Missing Semesters
#tutorial #Finished #Bash #Linux
Bash_exercises

Bash_exercises

Long-updating plan of learning Bash scripts with practicing.
2025-02-16
Efficient Tools > Missing Semesters
#tutorial #Bash #Linux
CS294-1-LLM-Reasoning

CS294-1-LLM-Reasoning

This Blog introduces LLM reasoning, from introducing LLMs with intermediate steps to analogical reasoning and self-consistency. Then this blog introduces limitations and several papers related.
2025-02-12
Artificial Intelligence > CS294 LLM Agents
#Artificial Intelligence #Deep Learning #LLM reasoning #Agent
Missing-Semester-Notes

Missing-Semester-Notes

My own lecture notes for MIT course, Missing semester for your CS education.
2025-02-11
Efficient Tools > Missing Semesters
#tutorial #Bash #Missing Semester
My-WorkFlow

My-WorkFlow

This blog is about some efficiency tools I use daily, which help me build my workflow.
2025-02-11
#Announcement #Finished
My-Posts

My-Posts

All posts are demonstrated here.
2025-02-07
#Announcement #Updating
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