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followers: 6.0 following: 10.0 repos: 50.0 gists: 0.0

Name: Runze Li

Type: User

Company: Tandon School of Engineering

Bio: MSCS in New York Unviersity

Location: Brooklyn, NY

Blog: https://lllirunze.github.io

Runze (Ryan) Li

Hello, I am Runze (Ryan) Li. I'm a graduate student in New York University. I love Artificial Intelligence and Machine Learning.

When I was in Tianjin University as an undergraduate student, I have done some researches in Machine Learning and Data Mining Lab, which help me learn more about machine learning and computer vision. Actually, I'm not a perfect coder. Instead, I'm a code porter(just kidding).

I have done some projects in C and Python:

Dynamic Normalization in Vision Transformer: An implement of normalization combining LN and IN.
Graphic classification based on ResNet: Lightweight ResNet-18 using Python for classification tasks.
Video Recognition based on Video-Swin-Transformer: A reimplement of designed and improved Video-Swin-Transformer using Python.
Two-level Cache Emulator: A flexibly configurable two-level cache storage system simulator developed using C.
MiniMIPS32 Instruction Set Simulator: Emulator for 32-bit MIPS instruction set designed using C.
Design and Development of TCP Protocol: TCP/IP protocol stack based on RFC1122 using C.

Others:

About Me
LinkedIn

I hope everyone can make progress together :)

Runze Li's Projects

annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awesome-courses

:books: List of awesome university courses for learning Computer Science!

build-your-own-text-editor

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

cmu15-213

compilation_lab

TJU Compilation principle and technology

comprehensive_internship

computer_graphics_lab

TJU Computer Graphics

computer_network_practice

computer_networks_lab

TJU Computer Networks

computer_organization_and_architecture_lab

TJU Computer Organization and Architecture

computer_organization_and_architecture_practice

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

cs231n

Stanford University CS231n: Convolutional Neural Networks for Visual Recognition

cvpr2021-papers-with-code

CVPR 2021 论文和开源项目合集

deep_learning-neural_network_lab

TJU Deep Learning & Neural Network

digital_lab

TJU Digital logic and Digital systems

fundamentals_of_ai_lab

TJU Fundamentals of Artificial Intelligence

handwritten-rpc

hertzbeat

Apache HertzBeat(incubating) is a real-time monitoring system with agentless, performance cluster, prometheus-compatible, custom monitoring and status page building capabilities.

hm-dianping

image

learngit

leetcode

lllirunze

Config files for my GitHub profile.

lllirunze.github.io

lrz_improved_swin

Try to improve Swin-Transformer

models

Models and examples built with TensorFlow

numerical_computation_lab

TJU Numerical Computation Method

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