murufeng/knowledge_distillation

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MIT License
Created almost 3 years ago
Updated over 2 years ago

murufeng/knowledge_distillation

murufeng

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一款即插即用的知识蒸馏工具包

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. ⭐⭐⭐⭐⭐

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

EPSANet

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

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. ⭐⭐⭐⭐⭐⭐

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

awesome-machine-learning

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

Awesome_vision_transformer

Implementation of vision transformer. ⭐⭐⭐

Cryptology

密码学中经典算法以及RSA、EIGamal数字签名技术

deep-learning

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

Awesome-NLP-Resources

自然语言处理方面资料集

Data_Structures_and_Algorithms

数据结构：栈、队列、串、单链表、霍夫曼编码等

Garden-Iris

鸢尾花的分类

Jupyter Notebook

Image-Classification

Implement a few key architectures for image classification by using neural network

Jupyter Notebook

Kaggle_Bicycle_Example

Kaggle自行车租赁预测比赛

Jupyter Notebook

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

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

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

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

LeetCode-Algorithm

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

Python3-Web-Spider

Python爬虫实战案例

Jupyter Notebook