整理记录本人担任课程助教设计的四个机器学习实验，主要涉及简单的线性回归、朴素贝叶斯分类器、支持向量机、CNN做文本分类。内附实验指导书、讲解PPT、参考代码，欢迎各位码友讨论交流。
☆125Feb 21, 2018Updated 8 years ago
Alternatives and similar repositories for ML-Experiments
Users that are interested in ML-Experiments are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Project of SJTU-CS438 Internet-based Information Extraction Technologies☆11Oct 19, 2018Updated 8 years ago
- 验证码识别 机器学习 SVM (支持向量机算法)☆68Mar 7, 2018Updated 8 years ago
- 一些机器学习算法的demo。普通最小二乘法，决策树（Iris鸢尾花数据集），KNN（mnist手写数字数据集），朴素贝叶斯分类西瓜数据集，trec06c数据集垃圾邮件分类（spam），逻辑斯蒂回归，随机梯度下降SGD与全梯度下降的对比，mnist中8和9的二分类，泰坦尼克号…☆195Oct 21, 2018Updated 8 years ago
- AI100竞赛：http：//competition.ai100.com.cn/html/game_det.html？id = 24＆tab = 1 的代码，主要用于文本分类，其中涉及CHI选择特征词，TFIDF计算权重，朴素贝叶斯，决策树，SVM，XGBoost等算法☆15Mar 27, 2019Updated 7 years ago
- 南京大学机器学习ppt课件☆44Jan 14, 2020Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- 基于ComNet的短文本匹配网络模型☆11Jul 9, 2019Updated 7 years ago
- Learning Deep Representations for Graph Clustering Implementation☆20Apr 25, 2019Updated 7 years ago
- ☆15Mar 6, 2020Updated 6 years ago
- Research tools☆11Mar 23, 2019Updated 7 years ago
- Acoustic Microphone Array Geometry Calibration☆10Aug 21, 2016Updated 10 years ago
- 基于Keras使用LSTM对电商评论进行情感分析☆51Mar 7, 2018Updated 8 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 8 years ago
- 大数据线性回归预测学生成绩☆35May 30, 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.
- 支持向量机的python实现☆49Jul 30, 2015Updated 11 years ago
- 这是我的csdn博客代码，只有代码实现，没有详细解释，欲了解更多信息，请访问我的csdn博客:☆12May 2, 2019Updated 7 years ago
- ☆19May 26, 2021Updated 5 years ago
- [KDD 2025] The source code for UQABench☆12Aug 18, 2025Updated last year
- 《Python机器学习实践指南》代码和笔记☆12Aug 26, 2020Updated 6 years ago
- single-cell RNA-seq Clustering via Deep Cut-informed Graph☆15Nov 23, 2025Updated 11 months ago
- 中文文本分类(目前是二分类)☆46May 27, 2017Updated 9 years ago
- 基于多通道卷积神经网络的汽车评论情感分析系统☆12Nov 20, 2023Updated 2 years ago
- A compact array with 6 MEMS microphones relying on the BeagleBoneBlack and the STA321MP audio processor.☆17Oct 11, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- 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 6 years ago
- A GPU version implementation of Guided Filter, using CUDA C/C++, calculates 1080P images in 10ms on 4090☆10Jun 21, 2023Updated 3 years ago
- Resources for recent AI systems (deployment concerns, cost and accessibility). -- closed☆12May 29, 2021Updated 5 years ago
- 新闻上的文本分类：机器学习大乱斗☆177Apr 28, 2019Updated 7 years ago
- NCIIC身份证审核服务soap调用示例☆10Apr 22, 2016Updated 10 years ago
- 人脸统计客流量☆18Oct 18, 2018Updated 8 years ago
- A new framework, collaborative cascade prediction based on graph neural networks (CCasGNN) to jointly utilize the structural characterist…☆10Dec 8, 2021Updated 4 years ago
- TestStand Semiconductor Module Python API☆15May 13, 2026Updated 5 months ago
- Code to reproduce all the results in the paper: "Learning dynamics of linear denoising autoencoders." (ICML 2018)☆12Aug 20, 2018Updated 8 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- You will learn how to remove periodic noise in the Fourier domain☆12Oct 17, 2018Updated 8 years ago
- Stereo matching on two images for making a disparity map. My attempt to implement semi-global matching algorithm with some customs additi…☆10Mar 19, 2016Updated 10 years ago
- 哈工大百优毕业论文。采用LeNet、VggNet、AlexNet、ResNet、CPL等网络识别21003类手写汉字，并采用标签映射、分级聚类、笔画编码等方法改进速度和准确率。☆19Jul 27, 2019Updated 7 years ago
- 基于深度学习的文本分类聚类工具☆14Jul 7, 2017Updated 9 years ago
- ☆13Dec 4, 2021Updated 4 years ago
- gensim-word2vec+svm文本情感分析☆101Sep 4, 2017Updated 9 years ago
- 垃圾短信自动识别的代码，使用了adaboost、决策 树、感知机、svm、lr等机器学习算法☆25Oct 29, 2018Updated 8 years ago