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
☆158Jun 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…☆218Mar 29, 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☆196May 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
- machine_learning的使用python基本算法实现，包括正则化的多项式拟合，em对高斯混合模型的聚类，逻辑回归，pca降维。于2015年秋季学期机器学习课完成。（包含报告）☆20Mar 8, 2016Updated 10 years ago
- 华为2018软件精英挑战赛初赛代码，pure python without numpy，实现拉格朗日均值、线性回归、随机森林、指数平滑、模拟退火等算法。☆25Jul 1, 2021Updated 5 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.
- 这一篇notebook是关于我写的毕业论文的整个过程的方法和总结，包括了我在写论文时的一些感悟和体验。☆19Apr 5, 2018Updated 8 years ago
- program course for haidian fellowship☆10Apr 15, 2021Updated 5 years ago
- ☆14May 22, 2022Updated 4 years ago
- 一个微型的基于 Python 的 HMM (隐马尔可夫模型) 包 | A micro python package for HMM (Hidden Markov Model)☆15Apr 13, 2026Updated 5 months ago
- This repository contains the experimental set up used for the paper: "Demand Response of Residential Houses Equipped with PV-Battery Syst…☆10Jan 28, 2021Updated 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
- The data for paper of `Mobile-app Identification over Drifted Encrypted Network Traffic with Zero-relabeling`.☆12Mar 5, 2023Updated 3 years ago
- 单维、多维时间序列数据预测☆11Jan 7, 2019Updated 7 years ago
- paper sharing and presentation☆13Jan 18, 2023Updated 3 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.
- ☆15Oct 12, 2019Updated 6 years ago
- 关于混合高斯模型的期望最大算法的实现☆11Aug 24, 2018Updated 8 years ago
- Continuous wavelet transform with support for Morse and Morlet waves and quick plotting functionality, similar to Matlab's built in cwt b…☆24Jun 12, 2023Updated 3 years ago
- 大数据线性回归预测学生成绩☆35May 30, 2020Updated 6 years ago
- ☆13Nov 20, 2023Updated 2 years ago
- Simulation for residential load demand response☆11Mar 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
- 利用GA算法解决物流中的问题[考虑最大行驶距离限制、配送货物量]☆10Dec 5, 2019Updated 6 years ago
- 基于Transformer的雷达回波外推用于近期降水预测的研究☆24Dec 15, 2023Updated 2 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.
- Demand Response Analysis Framework (DRAF)☆28Jun 10, 2026Updated 3 months ago
- 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
- 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...☆131Sep 8, 2014Updated 12 years ago
- This repository contains tutorial code and supplementary note for point cloud processing.☆12Jun 21, 2026Updated 3 months ago
- Dataset, code and results repository for SBA-Net.☆14Sep 23, 2022Updated 4 years 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
- 一步步实现c++中的智能指针☆10Jun 6, 2021Updated 5 years ago
- ☆10Nov 2, 2023Updated 2 years ago
- [ACM Computing Survey 2025] Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey, by MARS Group at Wuhan Univ…☆24Apr 9, 2025Updated last year
- 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.
- personal blog and notes☆13Jan 25, 2026Updated 8 months 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
- 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
- 吴恩达机器学习python版本代码（完结）☆22Apr 4, 2020Updated 6 years ago
- Building a verification system based on the finger vein image is a hard problem since it goes through many steps including vein detection…☆10Jan 6, 2020Updated 6 years ago
- Implementation of Repeated Line Tracking algorithm for finger vein feature extraction☆12May 25, 2015Updated 11 years ago