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
☆190May 14, 2020Updated 5 years ago
Alternatives and similar repositories for Sklearn_Mochine_leanring
Users that are interested in Sklearn_Mochine_leanring 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 6 years ago
- 数据特征工程、各种机器学习回归模型、回归数据预处理☆43Jan 14, 2020Updated 6 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…☆217Mar 29, 2020Updated 5 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 …☆153Jun 19, 2021Updated 4 years ago
- 本项目为时间序列预测项目,主要重点在于对预测项目整体流程的梳理总结,不同框架下如何进行简单数据处理和模型搭建。因此项目中搭建的主要为一些常用模型(后续会不断修改完善)。模型包含了prophet模型、keras库的bp神经网络和lstm网络模型、pytorch …☆26Apr 6, 2023Updated 2 years ago
- 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.
- 基于pytorch框架,针对文本分类的机器学习项目,集成多种算法(xgboost, lstm, bert, mezha等等),提供基础数据集,开箱即用,方便自己二次拓展,持续更新☆33Mar 23, 2023Updated 3 years ago
- 利用python对3000个数据利用机器学习算法建立模型,并预测未来客户信用风险。处理数据不均衡问题时采用了SMOTE过采样以及随机过采样技术;通过相关性分析进行特征选择;建模过程中用到了Logistic回归、SVM、随机森林、GBDT四种模型,并通过网格搜索法确定最优参数…☆35Jun 8, 2022Updated 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)☆85Apr 22, 2020Updated 5 years ago
- A new open source model based on the SEBAL (Surface Energy Balance Algorithm for Land) to estimate actual daily and monthly evapotranspir…☆14Jul 14, 2025Updated 8 months ago
- 机器学习基础算法模型实现☆10Sep 6, 2018Updated 7 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☆10,262Jul 12, 2024Updated last year
- ELM为极限学习机,主要用于回归预测和分类☆11Nov 16, 2020Updated 5 years ago
- 从沪深300指数的日行情数据构建特征,用SVM预测指数的涨跌方向☆14Oct 16, 2018Updated 7 years ago
- 2018年全球程序员大赛参赛作品, 在给定的数据基础上,加上自己采集的飞机、天气等影响因子, 利用svm算法预测航班延误率.☆10Jul 6, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- My blogs and code for machine learning. http://cnblogs.com/pinard☆13Jul 12, 2019Updated 6 years ago
- 大学操作系统实验:模拟进程调度,包括挂起等操作,QT实现,加实验报告,外加qt实现的算法实验报告☆14Oct 15, 2017Updated 8 years ago
- 配电网负荷预测,BP神经网络,Cart决策树,GDBT,CatBoost☆18Jun 18, 2020Updated 5 years ago
- 省一 2023年数模国赛C题-基于ARIMA和多目标优化的商超补货策略☆12Dec 16, 2023Updated 2 years ago
- 天池竞赛数据 挖掘之二手车交易价格预测大赛☆10Mar 27, 2020Updated 6 years ago
- The GitHub repository for the paper "Denoising Application of Magnetotelluric Low-Frequency Signal Processing"☆11Feb 22, 2023Updated 3 years ago
- 卷积神经网络实现手写体识别☆10Aug 15, 2018Updated 7 years ago
- Trading Strategy Development☆13Nov 19, 2019Updated 6 years ago
- 实验源代码-----基于随机森林的气温预测☆48May 25, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- CCF BDCI 2022比赛 返乡发展人群预测赛题 Baseline 数据挖掘(特征工程+集成学习)队伍排名39/2297☆12Mar 15, 2024Updated 2 years ago
- A dynamic factor model to forecasts inflation, i.e. CPI, PPI. WindAPI is required to extract vintages.☆16Jan 1, 2021Updated 5 years ago
- 线性规划课程实验——整数规划问 题的求解方法☆17May 2, 2020Updated 5 years ago
- 应用Penman-Monteith公式计算气象站的潜在蒸散发(PET)☆20Sep 4, 2020Updated 5 years ago
- 《Python机器学习实践指南》代码和笔记☆12Aug 26, 2020Updated 5 years ago
- 北大文再文-最优化方法(凸优化)-程序作业 Course homework for Optimization Methods 2023 Fall, PKU WenZW☆22Dec 21, 2023Updated 2 years ago
- ☆17Mar 10, 2025Updated last year
- 大数据线性回归预测学生成绩☆36May 30, 2020Updated 5 years ago
- 《python数据分析与挖掘实战》项目实践及拓展☆234Apr 27, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Dynamic Nelson Siegel Model☆14Mar 6, 2019Updated 7 years ago
- 基于 LSTM 循环神经网络的电力系统负荷预测分析。建立 CART 回归树以及 LSTM 模型对该地区未来 10 天间隔 15 分钟负荷以及未来 3 个月负荷最大最小值进行预测。将行业数据分为大工业用电最大值、大工业用电最小 值;非普工业最大值、非普工业最小值;普通工业最大…☆43Mar 28, 2023Updated 3 years ago
- 粒子群算法优化支持向量机☆143Jul 3, 2022Updated 3 years ago
- 机器学习算法项目☆1,014Oct 15, 2021Updated 4 years ago
- 🎈 2020年中国高校计算机大赛(C4)-网络技术挑战赛EP2赛项 基于XGBoost集成学习模型的在线流量分类模型☆19Jul 3, 2022Updated 3 years ago
- 麻雀算法优化支持向量机 python实现☆15Mar 26, 2022Updated 4 years ago
- Testing SSVEP with psychopy☆10Aug 29, 2023Updated 2 years ago