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
☆191May 14, 2020Updated 6 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
- 使用pyhton3语言对机器学习算法中的K近邻算法、线性回归、多项式回归、逻辑回归、PCA、SVM、决策树、随机森林、集成学习、boosting 等进行了算法的实现以及实验分析☆50Mar 21, 2019Updated 7 years ago
- 用机器学习算法实现了一种有监督的句子对匹配方法，使用的机器学习分类算法有：逻辑回归（LR）、SVM、GBDT和随机森林（RandomForest），使用的工具是Sklearn。☆29Jun 3, 2017Updated 8 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…☆215Mar 29, 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…☆155Jun 19, 2021Updated 4 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.
- Beetle Antennae Search Algorithm for python 3.x☆16Feb 8, 2021Updated 5 years ago
- ☆27Sep 25, 2025Updated 8 months 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 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…☆36Jun 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 6 years ago
- 采用Python实现各种机器学习算法，基于机器学习实战、西瓜书、统计学习方法等☆13Jan 25, 2019Updated 7 years ago
- 使用支持向量机，感知机，随机森林，决策树，k近邻，logistic，LSTM，bagging，boosting，集成等多种常见算法实现多分类任务（三分类）。Support vector machine, perceptron, random forest, decision…☆19May 8, 2020Updated 6 years ago
- ☆11Dec 2, 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
- 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.
- 配电网负荷预测，BP神经网络，Cart决策树，GDBT，CatBoost☆19Jun 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
- 随机森林，该模型用于预测气候温度☆21Dec 15, 2022Updated 3 years ago
- 为了深入了解一些机器学习算法，把一些经典算法的代码都过一遍。包括决策树、集成学习(Adaboost、GBDT、XgBoost、RandomForest)、支持向量机、EM算法(GMM)、极大似然估计、降维算法(PCA、LDA、T-SNE)、聚类算法(K-Mean)、kNN。☆16Apr 1, 2022Updated 4 years ago
- 实验源代码-----基于随机森林的气温预测☆48May 25, 2020Updated 6 years ago
- 图像分类系统，采用HOG+SVM/Sotfmax分类器，神经网络采用卷积神经网络和34层的深度参查网络，利用基于tensorflow的tflearn实现。☆10May 23, 2017Updated 9 years ago
- 决策树之 ID3 算法☆13Jul 6, 2016Updated 9 years ago
- A compact array with 6 MEMS microphones relying on the BeagleBoneBlack and the STA321MP audio processor.☆17Oct 11, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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☆13Mar 15, 2024Updated 2 years ago
- 机器学习预测模型，分别用逻辑回归，决策树，随机森林，神经网络，XGBOOST和支持向量机算法建模，交叉验证，并选出AUC最优的模型。特征工程优化后，AUC值达到0.8259☆58Mar 26, 2020Updated 6 years ago
- Uses an LSTM to predict the next days stock movement based on sequence of previous days☆13Mar 9, 2021Updated 5 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 6 years ago
- 大数据线性回归预测学生成绩☆35May 30, 2020Updated 6 years ago
- 这个库用于从零开始，搭建一个基于开源大模型的对话系统。包括基本的对话、与文档对话、智能体等多种功能☆10Sep 21, 2024Updated last year
- 《python数据分析与挖掘实战》项目实践及拓展☆234Apr 27, 2019Updated 7 years ago
- 基于遗传算法的特征选择☆130Dec 17, 2019Updated 6 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.
- Dynamic Nelson Siegel Model☆14Mar 6, 2019Updated 7 years ago
- Lightweight multiple sound source localization, based on a triangular microphone array.☆16Dec 5, 2023Updated 2 years ago
- 感知器、贝叶斯分类、决策树分类、K最近邻法、逻辑回归、支持向量机...☆130Sep 8, 2014Updated 11 years ago
- This is a simple reader program that enables a commercial off-the-shelf (COTS) reader (Impinj SpeedWay R220, R420, etc.) to get multiple …☆13Dec 17, 2021Updated 4 years ago
- Short Text Similarity as described in https://dl.acm.org/citation.cfm?id=2806475☆17Feb 7, 2019Updated 7 years ago
- 使用opencv-python/PyQt5完成的数字图像处理系统，包括图像缩放/裁剪/灰度变换/高低通滤波/边缘检测等功能☆12Aug 9, 2020Updated 5 years ago
- 机器学习算法项目☆1,032Oct 15, 2021Updated 4 years ago