一些机器学习算法的demo。普通最小二乘法，决策树（Iris鸢尾花数据集），KNN（mnist手写数字数据集），朴素贝叶斯分类西瓜数据集，trec06c数据集垃圾邮件分类（spam），逻辑斯蒂回归，随机梯度下降SGD与全梯度下降的对比，mnist中8和9的二分类，泰坦尼克号数据集。
☆193Oct 21, 2018Updated 7 years ago
Alternatives and similar repositories for ML_demo
Users that are interested in ML_demo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 机器学习入门：手写数字识别，声呐分类，垃圾短信识别，鸢尾花分类☆43Oct 24, 2019Updated 6 years ago
- 本程序实现决策树的建立与可视化，以及决策树的预剪枝与后剪枝，数据集为西瓜书4.2、4.3节中的西瓜数据集☆38Sep 6, 2019Updated 6 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
- 数据挖掘作业，利用随机森林进行心脏病分类预测☆15Apr 29, 2020Updated 6 years ago
- 利用ID3决策树预测患糖尿病的可能性☆17Nov 5, 2020Updated 5 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.
- Python 基于BP神经网络实现鸢尾花的分类☆378Aug 1, 2020Updated 5 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
- A simple implementation of IRIS dataset classification with Pytorch☆19Mar 18, 2018Updated 8 years ago
- python实现基于贝叶斯的简单垃圾邮件分类☆155Apr 20, 2016Updated 10 years ago
- ☆12Jan 13, 2018Updated 8 years ago
- 识别中文的垃圾邮件☆18Nov 18, 2018Updated 7 years ago
- 记录小润了解的各种机器学习算法的实现以及基础概念，包括有监督学习，无监督学习，分类，聚类，回归；神经元模型，多层感知器，BP算法；损失函数，激活函数，梯度下降法；全连接网络、卷积神经网络、递归神经网络；训练集，测试集，交叉验证，欠拟合，过拟合；数据规范化等☆162Oct 14, 2016Updated 9 years ago
- iris数据集的基本数据分析方法，包括KNN,LG,NB,SVM算法。☆46Apr 22, 2017Updated 9 years ago
- 北邮王晓茹老师数据挖掘与数据仓库文本数据的分类与分析实验☆28Jan 15, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 华中科技大学计算机组成原理课程设计☆36Dec 28, 2022Updated 3 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…☆216Mar 29, 2020Updated 6 years ago
- 小型垃圾邮件分类系统（naive_bayes+flask+vue）☆30Jan 7, 2023Updated 3 years ago
- Sklearn机器学习中的主要算法原理以及实现(线性回归、逻辑回归、朴素贝叶斯、K-Means聚类、KNN、PCA主成分分析、BP神经网络)☆87Apr 22, 2020Updated 6 years ago
- ☆12Oct 10, 2021Updated 4 years ago
- Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks☆28Dec 17, 2020Updated 5 years ago
- ☆11Jul 14, 2018Updated 7 years ago
- Three-layer BP neural network used to classify Iris dataset.☆41May 8, 2019Updated 7 years ago
- Undergraduate Research Project looking into Scheduling Optimization for Electric Vehicle Charging☆12Jun 7, 2013Updated 13 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 机器学习应用平台/ 数据预测/文本分类☆12May 24, 2019Updated 7 years ago
- PyTorch-IRGAN is a PyTorch version implementation of the item recommendation part of IRGAN.☆12Dec 2, 2019Updated 6 years ago
- C++ implementation of a MCMC sampler for the (canonical) SBM☆11Oct 21, 2019Updated 6 years ago
- 提取每条新闻中的人名，假设在同一条新闻的人物具有联系，建立新闻人物的社交网络，并进一步探索网络的性质。☆10Oct 6, 2019Updated 6 years ago
- 模型服务部署 Demo☆10Sep 4, 2024Updated last year
- 深度学习入门 | 三岁在飞桨带你入门深度学习—Carpoel，利用PARL复现基于神经网络与DQN算法（真的是0基础）☆11Jun 10, 2022Updated 4 years ago
- ACL 2022: CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph Completion☆42Apr 25, 2022Updated 4 years ago
- CNN for FashionMNIST Dataset☆11Jun 25, 2018Updated 8 years ago
- 使用了百度人脸识别的考勤系统☆10Oct 29, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- source code of 机器学习算法原理与编程实践☆15May 12, 2016Updated 10 years ago
- 吴恩达《机器学习》编程作业Python实现☆10Aug 9, 2020Updated 5 years ago
- 简易HTTP代理服务器(A Simple HTTP Proxy Server).☆20Jun 12, 2013Updated 13 years ago
- Official resource of the paper "Traditional and Context-Specific Spam Detection in Low Resource Settings", Machine Learning Journal 2022☆12Jun 11, 2022Updated 4 years ago
- For learning of python opencv.☆14Sep 4, 2017Updated 8 years ago
- elasticsearch log golang 的elasticsearch 日志封装，包括搜索，查询，添加等☆18Sep 19, 2023Updated 2 years ago
- Coursera Machine Learning (Andrew Ng) implements in Python☆10Feb 10, 2023Updated 3 years ago