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)
☆88Apr 22, 2020Updated 6 years ago
Alternatives and similar repositories for Sklearn-Algorithm
Users that are interested in Sklearn-Algorithm are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DC平台住房月租金预测大数据赛的全部代码,从数据清洗、特征选择到模型建立。排名:79/447☆11Nov 28, 2018Updated 7 years ago
- 统计分析课程实验作业/包含《统计分析方法》中因子分析,主成分分析,Kmeans聚类等典型算法的手写实现☆81Feb 15, 2020Updated 6 years ago
- 该仓库整理收录了北大陈斌教授的《Python语言基础与应用》课程的相关习题答案☆12Jan 26, 2021Updated 5 years ago
- 线性回归;病态线性回归;聚类分析; 主成分分析 ; 多目标决策☆11Nov 24, 2021Updated 4 years ago
- 机器学习算法超参数的优化方法——基于hyperopt和bayes_opt☆14Sep 14, 2018Updated 8 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- 数据特征工程、各种机器学习回归模型、回归数据预处理☆45Jan 14, 2020Updated 6 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
- ☆12Jul 16, 2020Updated 6 years ago
- 数据预处理过程(属性选择, 异常值处理, 归一化, 标准化等)☆69Jul 25, 2020Updated 6 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
- LSTM和BP神经网络实现对股票开盘价的预测。☆14Mar 15, 2020Updated 6 years ago
- 2019年北京高校数学建模校际联赛B题的模型代码:NLP情感分析+改进熵值法+改进灰色关联度分析☆28Dec 16, 2023Updated 2 years ago
- Algorithm for Interview(面试算法笔记-中文)☆11Jul 23, 2018Updated 8 years ago
- Python Implementation of RPCA☆13Apr 15, 2015Updated 11 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- 神经网络结构可变的BP回归☆12Mar 9, 2018Updated 8 years ago
- 机器学习部分算法实现,分类、聚类、回归(LR、Kmeans、GMM、PCA)☆10Mar 12, 2019Updated 7 years ago
- GWO☆12Nov 16, 2019Updated 6 years ago
- 机器学习:knn算法实现分类,计算准确率(鸢尾花数据集)☆15Oct 12, 2019Updated 7 years ago
- 体积小巧功能强大的网络封包嗅探分析工具-snifferview☆15Nov 19, 2019Updated 6 years ago
- Temporal Collaborative Topic Regression for recommendation. Extends Collaborative Topic Modelling (Wang and Blei) to consider the tempora…☆11Aug 4, 2018Updated 8 years ago
- re-implementation of ConvMF (RecSys'16) in TensorFlow with even better performance☆10Aug 28, 2020Updated 6 years ago
- 和高光谱数据处理相关程序☆11Oct 11, 2019Updated 7 years ago
- 使用k-means算法实现对用户金融数据的聚类分析☆11Feb 22, 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.
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 6 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
- 基于无监督学习,无需训练,先使用SIFT算法提取图像特征,再使用KMeans聚类算法进行图像分类,速度非常快,精度还在提高。☆136Oct 17, 2019Updated 7 years ago
- demo☆21Jun 29, 2021Updated 5 years ago
- 蛋白质网络、基因测序相关数据分析☆11Jan 27, 2018Updated 8 years ago
- Official implementation of the paper "AWM: Accurate Weight-Matrix Fingerprint for Large Language Models"☆13Feb 20, 2026Updated 8 months ago
- 基于K-means算法的聚类分析☆21Feb 23, 2016Updated 10 years ago
- 基于Matlab的单水箱液位的模糊控制系统设计☆17May 29, 2024Updated 2 years ago
- [AAAI 2024] MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities☆15Apr 26, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Code for our SIGIR 2021 paper :'Fairness among New Items in Cold Start Recommender Systems'☆21Jul 31, 2021Updated 5 years ago
- A LaTeX beamer theme template for CQU students.☆17Oct 25, 2022Updated 4 years ago
- ☆11Mar 22, 2021Updated 5 years ago
- Indonesia's COVID-19 daily new cases prediction using LSTM-GCN method.☆15Oct 6, 2020Updated 6 years ago
- 通过Featuretools自动特征工程预测贷款偿还☆20Jan 10, 2020Updated 6 years ago
- Codebase of the submitted work in ICASSP 2023☆14Nov 30, 2022Updated 3 years ago
- 用来自己训练和复现分类模型☆19Jul 20, 2022Updated 4 years ago