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
Alternatives and similar repositories for DataPreprocessing
Users that are interested in DataPreprocessing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- 常见的数据预处理，包括数据加载、缺失值&异常值处理、描述性变量转换为数值型、训练测试集划分、数据规范化☆48Sep 19, 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 4 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
- 《Python数据预处理技术与实践》源码下载☆216Nov 20, 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.
- 关于混合高斯模型的期望最大算法的实现☆11Aug 24, 2018Updated 8 years ago
- Python 建立的BP神经网络处理预测相关公交线路数据☆37Nov 5, 2017Updated 8 years ago
- add codes☆21Aug 22, 2021Updated 5 years ago
- Using Machine Learning and R to Forecast Wind Energy in the California Power Grid ⚡💨📈☆11Apr 9, 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☆59Mar 26, 2020Updated 6 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
- Codes and figures for my Master's thesis. Extracting phase information from single interferograms by utilising the phase shifting propert…☆16Oct 29, 2021Updated 4 years ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- Wind power output forecast☆12Aug 20, 2020Updated 6 years ago
- 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.
- 使用sklearn做特征工程☆176Jul 19, 2018Updated 8 years ago
- 模糊C均值聚类算法（Fuzzy C-Means , FCM）matlab实现☆12Apr 13, 2022Updated 4 years ago
- Adaptive Data Analysis Applied to Wind Power Forecasting☆14Nov 12, 2024Updated last year
- 数据分析与处理实践 （包括：#基本数据预处理操作；#机器学习基本算法实现。)☆17Aug 23, 2018Updated 8 years ago
- ☆11Jul 15, 2021Updated 5 years ago
- ☆28Sep 15, 2023Updated 3 years ago
- Official repository for paper "Likelihood-Based Diverse Sampling for Trajectory Forecasting" (ICCV 2021)☆22Sep 10, 2021Updated 5 years ago
- 简单线性回归，多元线性回归，非线性回归，Kmeans算法，Hierarchical_clustering☆14Feb 29, 2020Updated 6 years ago
- Defect detection based on OpenCV and Keras approach☆17Nov 21, 2018Updated 7 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.
- 我的中文在线简历。My Resume in Zh-CN.☆12Dec 19, 2023Updated 2 years ago
- Using an RGBD camera and a projector for dynamic scene relighting (via projection mapping).☆15Mar 15, 2021Updated 5 years ago
- 风控算法，特征工程，模型工程，分布式，树模型☆17Oct 31, 2023Updated 2 years ago
- ☆12Apr 28, 2023Updated 3 years ago
- Implementation of GenMimic, "From Generated Human Videos to Physically Plausible Robot Trajectories"☆19Sep 1, 2026Updated last month
- SATCN for Kriging☆18Jun 8, 2022Updated 4 years ago
- Forecasting the power generated by wind turbines using Deep Neural Networks and Clustering Approach☆22Feb 23, 2022Updated 4 years ago
- 改进的k-prototypes聚类算法☆20Jan 21, 2021Updated 5 years ago
- RNN based on Chandler Zuo's implementation of the paper: A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction☆18Jul 25, 2024Updated 2 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.
- 异常值检测算法总结☆201May 6, 2020Updated 6 years ago
- ATmospheric and Ocean Model☆13Sep 18, 2023Updated 3 years ago
- 比赛常用的特征工程、类别不平衡处理方法☆17Aug 16, 2018Updated 8 years ago
- DECISION: Deep rEcurrent Controller for vISual NavigatION☆10Apr 30, 2023Updated 3 years ago
- 数据清洗系统；hadoop；实体识别；冲突消解；不一致修复；缺失值填充☆17Apr 28, 2016Updated 10 years ago
- Generate dynamic color arrays and custom hex-color lists from any colormap.☆10May 5, 2026Updated 5 months ago
- Photovoltaic Power Forecasting using LSTM☆24Aug 3, 2020Updated 6 years ago