@murufeng
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murufeng

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Top repositories

1

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐
Python
672
star
2

CVPR_2021_Papers

CVPR2021最新论文汇总，主要包括：Transformer, NAS，模型压缩，模型评估，图像分类，检测，分割，跟踪，GAN，超分辨率，图像恢复，去雨，去雾，去模糊，去噪，重建等等
549
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3

EPSANet

Python
213
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4

Awesome-AI-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码
203
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5

FUIR

A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
Python
179
star
6

awesome-papers

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集
111
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7

awesome-machine-learning

A curated list of awesome machine Learning tutorials,courses and communities.
32
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8

Awesome_vision_transformer

Implementation of vision transformer. ⭐⭐⭐
Python
18
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9

Cryptology

密码学中经典算法以及RSA、EIGamal数字签名技术
C++
16
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10

deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.
12
star
11

Awesome-NLP-Resources

自然语言处理方面资料集
10
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12

Data_Structures_and_Algorithms

数据结构：栈、队列、串、单链表、霍夫曼编码等
C++
8
star
13

Garden-Iris

鸢尾花的分类
Jupyter Notebook
8
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14

Image-Classification

Implement a few key architectures for image classification by using neural network
Jupyter Notebook
7
star
15

Kaggle_Bicycle_Example

Kaggle自行车租赁预测比赛
Jupyter Notebook
6
star
16

Titanic

Kaggle竞赛：预测泰坦尼克号中乘客的获救概率以及存活情况
R
6
star
17

ImageProcessing

利用VS2017平台实现图像处理的一些基本算法。图形平滑、图像锐化、图像增强、傅里叶变换、行程编码
C++
6
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18

Router

对公共场合中商店路由器的使用情况进行用户数据分析
Java
5
star
19

knowledge_distillation

一款即插即用的知识蒸馏工具包
4
star
20

Deep_Learning_tensorflow

简单的tensorflow框架知识,softmax分类器,手写数字识别,线性回归,验证码生成与识别
Jupyter Notebook
3
star
21

LeetCode-Algorithm

剑指Offer & LeetCode Problems' Solutions: A Record of My Problem Solving Journey（Python,C++)）
3
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22

Python3-Web-Spider

Python爬虫实战案例
Jupyter Notebook
2
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