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Course
28
Solution of Proj4. Scheme Interpreter of CS61A (2021-Fall)
Solution of Proj3.Ants vs SomeBees of CS61A (2021-Fall)
Lab14 solutions (UCB CS61A@2021-Fall)
Hw10 solutions (UCB CS61A@2021 Fall)
Lab12 solutions (UCB CS61A@2021 Fall)
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Programming-Languages
14
Two different APIs related to Process Pool in Python
What is the Python decorator really?
What is Phantom type in OCaml
Use Polymorphic Variant Type in Ocaml
Why Applicative Functor
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ML-DL
13
One for all: the torch.einsum API
Weight Tying in Language Models: A Technique to Parameter efficiency
What is Multi-Head Attention (MHA)
An Explanation of Self-Attention mechanism in Transformer
The Flow of GraphRAG
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NLP
6
Reading Notes: Generalization through Memorization: Nearest Neighbor Language Models
Reading Notes: In-Context Retrieval-Augmented Language Models
Reading Notes: REALM: Retrieval-Augmented Language Model Pre-Training
BPE Tokenization Demystified: Implementation and Examples
TF-IDF model
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Vim-Neovim
5
My workflows of using vim-fugitive in Neovim
Learn to use text-object in Vim&Neovim
Neovim Setup for OCaml
Transform Your Neovim into a IDE: A Step-by-Step Guide
Vim Macro 101
Algorithm
4
Prefix Sum Array: the secret to fast range sum query and more
The next lexicographical permutation problem
Solving DP problems by SRTBOT Framework
Boyer-Moore Majority Voting Algorithm Explained
Program-Analysis
4
Class Hierarchy Analysis: a quick way to generate call graph
From Basic Block to Control Flow Graph
What is Three-Address Code (3AC/TAC)
Tree-sitter and its Query
Exercise
3
SICP Exercise 2.27
SICP Exercise 1.46
SICP Exercise 1.34
Compiler
2
From Basic Block to Control Flow Graph
How to use the semantic actions to generate the symbol tables in ANTLR4
Git
2
My workflows of using vim-fugitive in Neovim
Git bundle guide
Data-Structure
1
How to memorize the Red-black tree
GNN
1
Understanding GAT throught MPNN
Internal
1
Demystifying Pytorch's Strides Format
Software-Engineering
1
Use Github Actions to automate Hugo blog deployment
System-Programming
1
What is stack and heap
Tool
1
How to Manage Windows Using Hammerspoon