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Pytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)

Python 100.00%
python3 pytorch scikit-learn cnn knn mlp rnn svm logistic-regression mnist

mnist-classification's Introduction

mnist-classification

使用多种方法完成MNIST分类任务

Python 3.6

Pytorch 1.0

Scikit-learn 0.21

无需下载数据直接跑,代码自动下载

模型

  • 逻辑回归 Logistic Regression
  • 多层感知机 MLP
  • K近邻 KNN
  • 支持向量机 SVM
  • 卷积神经网络 CNN
  • 循环神经网络 RNN

实验报告

mnistClassification.pdf

对应的latex源码:https://github.com/zhengyima/mnist-classification-latex

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