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
Alternatives and similar repositories for Predict-the-rent-probability-of-a-room
Users that are interested in Predict-the-rent-probability-of-a-room are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 常见机器学习算法回归、分类应用示例，调参；包括基础的线性回归算法、集成学习、支持向量机等；调参包括网格搜索、随机搜索、贝叶斯优化、优化算法如GA优化等。☆26May 7, 2023Updated 2 years ago
- 整理所有特征工程用到的方法，为了复用☆11Jan 11, 2021Updated 5 years ago
- 机器学习的特征工程，包括特征抽取、特征预处理、特征选择、特征降维。☆26Feb 25, 2019Updated 7 years ago
- 机器学习预测系统汇总：包括贝叶斯网络、马尔科夫模型、线性回归、岭回归、多项式回归、决策树回归、深度神经网络预测☆91Jun 28, 2020Updated 5 years ago
- 麻雀算法优化支持向量机 python实现☆15Mar 26, 2022Updated 4 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.
- 评分卡建模自动化流程☆19Jun 17, 2020Updated 5 years ago
- 本项目开发了一个机器学习和深度学习的训练工具。该训练工具基于sklearn和pytorch，不仅支持常规训练、交叉验证训练，还支持贝叶斯搜索参数，并可随时自动保存训练模型和日志。☆12Dec 22, 2023Updated 2 years ago
- LendingClub 贷款数据分析，分析平台个人贷款业务特点、贷款客户特征、贷款违约影响因素，并构建贷款违约预测模型。☆11Jul 28, 2019Updated 6 years ago
- 该项目为对llama2进行微调及使用中文微调的技术细节，适合初学者观看。☆23Nov 9, 2023Updated 2 years ago
- My blogs and code for machine learning. http://cnblogs.com/pinard☆13Jul 12, 2019Updated 6 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
- 使用多种算法（线性回归、随机森林、支持向量机、BP神经网络、GRU、LSTM）进行电力系统负荷预测/电力预测。通过一个简单的例子。A variety of algorithms (linear regression, random forest, support vecto…☆181Jun 7, 2020Updated 5 years ago
- CCF2018 数据挖掘 机器学习 智能匹配 特征工程☆50Sep 27, 2019Updated 6 years ago
- Trading Strategy Development☆13Nov 19, 2019Updated 6 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.
- 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
- Code and notebooks for reproducing the method of "DIY hyperspectral imaging via polarization-induced spectral filters." Katherine Salesin…☆11Aug 1, 2022Updated 3 years ago
- 用XGBoost算法训练信用卡反欺诈预测模型。数据集太大（175MB）超过限制，未能上传，可查询。☆11Mar 13, 2020Updated 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☆44Jan 14, 2020Updated 6 years ago
- Hyperbolic SVM in Python☆11Jun 21, 2022Updated 3 years ago
- 唯品会用户购买行为预测☆32Mar 16, 2018Updated 8 years ago
- ☆15Apr 20, 2026Updated last week
- 招商银行2021年Fintech数据赛道思路及代码☆13May 16, 2021Updated 4 years ago
- 逻辑回归、时间序列、KNN、朴素贝叶斯、决策树、关联规则、线性回归、神经网络、SVM、模型评估以及提高模型性能☆15Jan 1, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Welcome to the SOLETE platform. These scripts are meant to help you using the homonymous dataset [1] and to replicate the results from th…☆12Sep 14, 2023Updated 2 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
- pytorch☆14Dec 11, 2020Updated 5 years ago
- Examine the all the leakages happened from 2010-2017 and apply machine learning to detect equipment failure☆16Mar 3, 2020Updated 6 years ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆12Nov 29, 2024Updated last year
- 🎈 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☆20Jul 3, 2022Updated 3 years ago
- 高光谱数据预处理方法python代码☆89Apr 20, 2022Updated 4 years ago
- A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆14Mar 9, 2020Updated 6 years ago
- 通过将对上市公司招股说明书情绪分析的结果与常用财务指标、企业科研指标等结合，综合使用多种分类模型：传统LR、随机森林、XGB、LGB集成学习模型对新上市公司破发情况进行学习和预测，筛选重要特征，并由此来得到一个新股破发分类器。☆14Aug 26, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆18Dec 9, 2020Updated 5 years ago
- High resolution SAR image vehicle detection dataset collected from Sandia MiniSAR/FARAD SAR images and MSTAR images☆65Dec 20, 2019Updated 6 years ago
- 本项目使用python对影响共享单车使用量的因素进行可视化分析，并使用lightGBM算法对已知条件下的共享单车使用量进行预测。其中为了选择最优模型，使用了k折交叉验证和网格搜索选择最优参数。☆10Jul 15, 2020Updated 5 years ago
- Face Recognition with MTCNN☆10Oct 27, 2019Updated 6 years ago
- 本项目是利用mtcnn网络和facenet网络实现了一个简单的人脸识别功能。整体流程大致如下：首先利用mtcnn网络进行人脸检测和人脸关 键点（5个）提取；接着利用人脸关键点进行人脸校正（仿射变换）；然后将校正之后的人脸图片送入facenet网络进行人脸特征（128维）提取；…☆39Feb 9, 2021Updated 5 years ago
- 以nlp中情感分析为例，从没有打过标签的语料开始一步步教你怎么去打标签，然后分别以传统的机器学习模型SVM和深度学习模型LSTM去建模。☆36Jul 3, 2019Updated 6 years ago
- 风险评分卡全流程建模☆38Jul 25, 2020Updated 5 years ago