【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 Tree 决策树 | Random Forest 随机森林 | DBDT | GDA 高斯判别分析 | PCA 主成分分析 | LDA 线性判别分析
☆216Mar 29, 2020Updated 6 years ago
Alternatives and similar repositories for Machine-Learning-Algorithm
Users that are interested in Machine-Learning-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:
- 三大boosting算法的工程实现 XGBoost、LightGBM、Catboost原理实现及常见面试问题总结，以及其他理解深刻的机器学习、深度学习文章备份☆12Jul 7, 2021Updated 5 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)☆86Apr 22, 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☆734Oct 22, 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
- ☆22Sep 5, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 支持向量机，Support Vector Machine(SVM)，多类分类☆33Dec 16, 2016Updated 9 years ago
- Python package for analysing data using machine learning techniques. Provides implementations of different kinds of decision trees and ra…☆24Apr 7, 2019Updated 7 years ago
- 利用sklearn实现机器学习算法：线性回归、逻辑回归、决策树、随机森林、SVM等☆193May 14, 2020Updated 6 years ago
- 基于kaggle上Titanic数据集实现的ID3、C4.5、CART和CART剪枝算法☆41Mar 9, 2019Updated 7 years ago
- simple multi-class GBDT☆15Feb 24, 2014Updated 12 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☆80Feb 15, 2020Updated 6 years ago
- 🤖机器学习实战🤖：决策树、随机森林线性回归、逻辑回归、贝叶斯、kNN等☆24Jul 21, 2019Updated 7 years ago
- The project aims to profile stocks with similar weekly percentage returns using K-Means Clustering. The project calculates realized volat…☆12Oct 30, 2023Updated 2 years ago
- PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征☆27Nov 19, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 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…☆193Oct 21, 2018Updated 7 years ago
- 随机森林模型☆10Mar 11, 2018Updated 8 years ago
- 决策树分类（ID3，C4.5，CART）☆493Sep 13, 2023Updated 2 years ago
- 随机森林，Random Forest（RF）☆440Mar 8, 2020Updated 6 years ago
- Mainly on text documents. Implemented a Mini Search Engine using different algorithms and then summaried documents using lexrank.☆11Jan 19, 2018Updated 8 years ago
- Custom implementation of Support Vector Machines using Python and NumPy☆13Nov 26, 2023Updated 2 years ago
- An improved KNN using Genetic Algorithm to find best features or predictors.☆12Feb 23, 2019Updated 7 years ago
- Python实现经典分类回归、关联分析、聚类以及推荐算法等☆212Feb 22, 2019Updated 7 years ago
- 经典机器学习算法手写实现，持续更新……☆13Mar 2, 2023Updated 3 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.
- Retrieves the top 10 documents from the Wikipedia corpus for a user inputted free-text query☆10Nov 24, 2020Updated 5 years ago
- 蚁群算法求城市最短路径☆18May 26, 2020Updated 6 years ago
- 垃圾短信自动识别的代码，使用了adaboost、决策树、感知机、svm、lr等机器学习算法☆26Oct 29, 2018Updated 7 years ago
- Generative Pretrained Autoregressive Transformer Graph Neural Network applied to the Analysis and Discovery of Materials☆16Aug 9, 2023Updated 3 years ago
- One-click use of AlphaFold☆12Jun 20, 2023Updated 3 years ago
- 使用决策树实现预测人才招聘市场的最低薪酬预测 | C4.5分类 | CART回归 | 剪枝 | 随机森林☆19Feb 20, 2019Updated 7 years ago
- 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）☆457Oct 16, 2020Updated 5 years ago
- 上证50成分股、马科维茨有效前沿、CML、资本市场线、最高夏普比率、最低风险☆28Nov 29, 2018Updated 7 years ago
- 莫烦强化学习教程的PyTorch实现☆10Nov 23, 2024Updated last year
- 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.
- 🕷️ [Graduation Project] Scrapy-Redis distributed crawler + Elasticsearch search engine + Django full-stack application; 论文搜索引擎（含Scrapy-R…☆42Feb 18, 2023Updated 3 years ago
- 机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归☆10,365Jul 12, 2024Updated 2 years ago
- PSO algorithm for multi-parameters optimizaiton☆66Dec 2, 2018Updated 7 years ago
- this repository contains the dataset and the source code for the EMNLP 2019 paper "A Neural Citation Count Prediction Model based on Peer…☆10Oct 8, 2021Updated 4 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
- 系统性风险指标计算☆10Apr 20, 2020Updated 6 years ago
- 零基础入门金融风控-贷款违约预测 TOP11☆42Nov 18, 2020Updated 5 years ago