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，隐马尔可夫模型（包括前向算法，后向算法，Viterbi算法和BaumWelch算法），主成分分析等模型
☆157Jun 19, 2021Updated 5 years ago
Alternatives and similar repositories for MLTemplate
Users that are interested in MLTemplate are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 【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 6 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☆60Mar 26, 2020Updated 6 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☆195May 14, 2020Updated 6 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)☆88Apr 22, 2020Updated 6 years ago
- Beetle Antennae Search Algorithm for python 3.x☆16Feb 8, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- Credit card fraud detection with a hidden Markov model of a cardholder's spending sequence, trained only on normal behaviour.☆14Updated this week
- This implements a linear SVM using fully-connected layer and hinge loss using PyTorch.☆10Jan 2, 2025Updated last year
- 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
- Neural Sort implementation for "Pixelor: A Competitive Sketching AI Agent. So you think you can sketch?" accepted @ SIGGRAPH Asia 2020☆12Dec 2, 2020Updated 5 years ago
- 考虑不确定性的短期电能负荷预测 ，附录☆11May 22, 2020Updated 6 years ago
- A hybrid model to predict the volatility of stock index with LSTM and GARCH-type input parameters☆27Dec 17, 2020Updated 5 years ago
- 单维、多维时间序列数据预测☆11Jan 7, 2019Updated 7 years ago
- Classifying English spoken digit by Hidden Markov Model☆13Jun 16, 2019Updated 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.
- ☆15Oct 12, 2019Updated 6 years ago
- MATLAB code to simulate model predictive control of thermal storage for demand response.☆15Oct 17, 2015Updated 10 years ago
- 大数据线性回归预测学生成绩☆35May 30, 2020Updated 6 years ago
- 【项目文件】控制理论和控制方法。使用MATLAB搭建倒立摆验证各种控制方法。☆13Aug 24, 2021Updated 5 years ago
- A simple numpy-based genetic algorithm library for function parameter optimization.☆11Apr 7, 2016Updated 10 years ago
- Sci-Hub的非官方Python API和命令行工具。更新了Sci-Hub可用地址，在中国能正常使用。原版见https://github.com/zaytoun/scihub.py☆12Jun 26, 2020Updated 6 years ago
- Example Jupyter Notebooks demonstrating use of Pecan Street data on our JupyterHub☆15Jul 7, 2022Updated 4 years ago
- Demand Response Analysis Framework (DRAF)☆26Jun 10, 2026Updated 2 months ago
- COHORT: Coordination of Heterogeneous Thermostatically Controlled Loads for Demand Flexibility☆14Feb 3, 2021Updated 5 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.
- 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
- 你见过凌晨四点的校园吗？☆11Feb 9, 2016Updated 10 years ago
- 🏆1st place in the PANORAMA challenge (early detection of PDAC on contrast-enhanced CT)☆19Jan 13, 2026Updated 7 months ago
- 此为中大南方《网络新媒体技术与协作》2018年秋季的课程作业，目标是让学生实践Github Pull Requests (简称PR)的发起及接纳操作☆18Apr 3, 2019Updated 7 years ago
- A collection of numerical methods in Python. Includes root finding, interpolation, least squares, differentiation, integration, Monte Car…☆19Nov 28, 2015Updated 10 years ago
- 书籍前端代码☆13Jan 23, 2019Updated 7 years ago
- 故障诊断方面的论文阅读☆16Sep 23, 2019Updated 6 years ago
- Code repository for the paper "Data-driven modelling of energy demand response behaviour based on a large-scale residential trial".☆14Jun 6, 2021Updated 5 years ago
- This is my attempt at modeling an intraday energy trading scenario for three different locations. I use the Gurobi platform to optimize r…☆16Aug 25, 2020Updated 6 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.
- 天池“公益AI之星”挑战赛-新冠疫情相似句对判定大赛☆16Apr 12, 2020Updated 6 years ago
- This code is the implementation of the following paper: M. Jalali, V. Kekatos, N. Gatsis and D. Deka, "Designing Reactive Power Control …☆20Nov 8, 2020Updated 5 years ago
- Implementation of Repeated Line Tracking algorithm for finger vein feature extraction☆12May 25, 2015Updated 11 years ago
- A light and easy to change point cloud / lidar visualization tool, and supports multiple formats of data types.☆11Mar 17, 2021Updated 5 years ago
- 使用支持向量机、弹性网络、随机森林、LSTM、SARIMA等多种算法进行时间序列的回归预测，除此以外还采取了多种组合方法对以上算法输出的结果进行组合预测。Support vector machine, elastic network, random forest, LSTM…☆47Jul 3, 2020Updated 6 years ago
- ☆13Nov 29, 2021Updated 4 years ago
- ☆17Feb 8, 2018Updated 8 years ago