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)
☆462Oct 16, 2020Updated 6 years ago
Alternatives and similar repositories for mnist-classification
Users that are interested in mnist-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 支持向量机的python实现☆49Jul 30, 2015Updated 11 years ago
- 用Python实现SVM多分类器☆448Apr 29, 2024Updated 2 years ago
- MNIST digit classification with scikit-learn and Support Vector Machine (SVM) algorithm.☆284Apr 1, 2019Updated 7 years ago
- 基于iris数据集进行四种机器学习算法(决策树、朴素贝叶斯、随机森林、支持向量机SVM)的训练,使用交叉检验(Cross-validation)对比了各算法的预测准确率。☆23Apr 13, 2020Updated 6 years ago
- 利用Alexnet实现MNIST☆12Aug 27, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Logistic Regression, ANN, CNN and RNN implemented using Pytorch☆15Jan 31, 2020Updated 6 years ago
- 通过阅读网上的资料代码,进行自我加工,努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯☆737Oct 22, 2019Updated 7 years ago
- 【Numpy 手写实现】SVM 支持向量机 | KNN K近邻 | Kmeans | Logistic Regression 逻辑回归 | Maximum Entropy 最大熵 | Naive Bayes 朴素贝叶斯 | Perception 感知机 | Decision…☆219Mar 29, 2020Updated 6 years ago
- Binary Classifier Calibration Models☆17Feb 27, 2017Updated 9 years ago
- 整理记录本人担任课程助教设计的四个机器学习实验,主要涉及简单的线性回归、朴素贝叶斯分类器、支持向量机、CNN做文本分类。内附实验指导书、讲解PPT、参考代码,欢迎各位码友讨论交流。☆125Feb 21, 2018Updated 8 years ago
- 基于MNIST手写数字的图像分类☆41May 5, 2025Updated last year
- mlp/rnn/gru + attention 实现文本情感分析☆22Sep 26, 2018Updated 8 years ago
- This repo contains PyTorch implementation of cGAN, cWGAN, and cWGAN-gp for tabular data.☆15Dec 21, 2023Updated 2 years ago
- 逻辑回归预测违约可能☆34Aug 6, 2017Updated 9 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 2019华为杯 第十六届研究生数学建模F题解决方案“基于最小代价与Dubins曲线的改进Dijkstra与A*算法航迹规划“源代码☆16Jan 16, 2020Updated 6 years ago
- 利用pytorch实现图像分类的一个完整的代码,训练,预测,TTA,模型融合,模型部署,cnn提取特征,svm或者随机森林等进行分类,模型蒸馏,一个完整的代码☆1,470Feb 6, 2023Updated 3 years ago
- The source code of <A Fractional Total Variational CNN Approach for SAR Image Despeckling>☆17Oct 2, 2019Updated 7 years ago
- 决策树分类与回归模型的实现和可视化☆18Oct 13, 2021Updated 5 years ago
- Creating tabular GAN on credit card dataset☆20Apr 29, 2020Updated 6 years ago
- Trace liquid surface and liquid level in transparent vessels (python)☆27Sep 16, 2021Updated 5 years ago
- ☆13Sep 11, 2024Updated 2 years ago
- Dispersed Structured Light Hyperspectral 3D Imaging☆14Mar 19, 2025Updated last year
- PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet☆1,451Dec 12, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This project involves recognising handwritten digits from MNIST Dataset from UCI ML repository by implementing perceptron learning algori…☆11Mar 12, 2022Updated 4 years ago
- 使用sklearn库实现KNN和SVM对MNIST数据分类;使用TensorFlow实现BP,CNN,LeNet,AlexNet,VGGNet,InceptionNet,ResNet,并对MNIST和CIFAR10数据集进行分类☆15Aug 8, 2020Updated 6 years ago
- PyTorch-Bert-BiLSTM-ATT-LJP☆16Mar 15, 2019Updated 7 years ago
- FashionAI全球挑战赛—服饰属性标签识别TOP27解决方案☆10Aug 31, 2018Updated 8 years ago
- 机器学习(Machine Learning, ML)python简洁实现,包括混合高斯模型,KMeans,决策树,随机森林,K近邻,线性判别分析,逻辑斯蒂回归(梯度下降法,牛顿法),多层感知机(分类+回归),Naive Bayes(离散+高斯),多分类SVM,线性回归,隐马…☆159Jun 19, 2021Updated 5 years ago
- Cross Validation, Grid Search and Random Search for TensorFlow 2 Datasets☆14May 20, 2024Updated 2 years ago
- Federated Unfolding Learning for CSI Feedback in Distributed Edge Networks☆10Jul 7, 2024Updated 2 years ago
- 支持向量机(SVM)——分类预测,包括多分类问题,核函数调参 ,不平衡数据问题,特征降维,网格搜索,管道机制,学习曲线,混淆矩阵,AUC曲线等☆52Oct 23, 2017Updated 9 years ago
- The implementation of paper "Self-supervised learning for multimedia recommendation", TMM'22.☆11Jul 4, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- simple tutorial of pytorch☆136Jun 6, 2019Updated 7 years ago
- 小样本学习的一些方法☆13Jul 28, 2019Updated 7 years ago
- A Decomposition Approach for Urban Anomaly Detection Across Spatiotemporal Data☆16Dec 5, 2021Updated 4 years ago
- ☆19Jul 8, 2020Updated 6 years ago
- Pencil.js ❤️ Vue - Build reactive 2D graphics scene in your Vue project☆11Nov 19, 2020Updated 5 years ago
- Classification algorithm based on motor imagery brain-computer interface☆32Aug 22, 2019Updated 7 years ago
- ☆17Aug 25, 2026Updated 2 months ago