A comparison of various dimensionality reduction techniques from scikit-learn. Including PCA, t-SNE, LLE, Hessian LLE, Modified LLE, Isomap, Kernel PCA, Laplacian Eigenmaps, LTSA and (Non-)Metric MDS.
☆14Nov 8, 2018Updated 7 years ago
Alternatives and similar repositories for dimensionality-reduction-comparison
Users that are interested in dimensionality-reduction-comparison are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Text Classification engine using several algorithms in machine learning☆11Apr 3, 2017Updated 9 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
- Human Activity Recognition using ML on UCI HAR dataset☆16Dec 13, 2014Updated 11 years ago
- Implementation of C++ Boost Python Examples, With python3.5+ support☆37Aug 1, 2019Updated 6 years ago
- Classify documents on topics, using Reuters-21578 dataset.☆13Aug 17, 2017Updated 8 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Source code for the Kernelized General Fuzzy c-Means clustering algorithm☆14Oct 16, 2019Updated 6 years ago
- PhD research-related software on fault diagnosis☆13Apr 7, 2019Updated 7 years ago
- The objective of the Project is to predict ‘Full Load Electrical Power Output’ of a Base load operated combined cycle power plant using P…☆14Sep 22, 2018Updated 7 years ago
- This project is designed to classify human action recognition datasets with a CNN + LSTM model.☆18May 12, 2019Updated 7 years ago
- [Pattern Recognition, 2020] Covariance Descriptors on a Gaussian Manifold and their Application to Image Set Classification☆12May 28, 2022Updated 3 years ago
- Feature selection based on Fuzzy Rough Set in Matlab☆23Apr 22, 2020Updated 6 years ago
- SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data☆23Jan 24, 2026Updated 4 months ago
- Action recognition with STIP features and my own Fisher vector implementation☆14Mar 29, 2017Updated 9 years ago
- Python package for partial least squares regression (PLSR)☆25May 1, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Prediction of travel time has major concern in the research domain of Intel- ligent Transportation Systems (ITS). Clustering strategy can…☆11May 31, 2018Updated 7 years ago
- LDS-toolbox: a matlab toolbox for linear dynamical systems (LDSs) modeling☆13Mar 23, 2018Updated 8 years ago
- ☆12Feb 25, 2024Updated 2 years ago
- Dense trajectories generated from mocap data. Presented at CVPR 14.☆24Jul 8, 2020Updated 5 years ago
- Domain Agnostic Normalization layer for Unsupervised Domain Adaptation☆11Dec 8, 2022Updated 3 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆10Jul 14, 2020Updated 5 years ago
- Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers [https://arxiv.org/pdf/2112.04934.pdf]☆15May 13, 2023Updated 3 years ago
- Code recipe for "Multimodal One-Shot Learning of Speech and Images"☆11Nov 21, 2018Updated 7 years ago
- [SIGMOD 2022] Python code for "Dimension-wise Class Activation Map for Multivariate Time Series Classification"☆19Oct 8, 2025Updated 7 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- multi-label classification on DBLP dataset with DeepWalk algorithm to extract latent dimension☆13Jan 17, 2015Updated 11 years ago
- <自动化办公> 两秒完成250页豆瓣电影PPT☆12May 12, 2018Updated 8 years ago
- Short Term Load Forecasting with ES-dRNN☆14Dec 8, 2022Updated 3 years ago
- Minimum redundancy maximum relevance feature selection approach for temporal gene expression data.☆11Feb 22, 2018Updated 8 years ago
- Pipeline for generating RNAseq-based cancer patient reports☆12Updated this week
- Semi-supervised Multi-view Variational Autoencoder (semiMVAE)☆11Sep 28, 2017Updated 8 years ago
- a jekyll powered blog theme specially designed to take notes, not just blogs☆12Nov 5, 2023Updated 2 years ago
- Second-Order Pooling for Graph Neural Networks☆16Jun 4, 2020Updated 5 years ago
- visualization tools for exon/junction coverage☆11Dec 30, 2019Updated 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.
- code of the CVPR 2020 paper "Learning to Optimize on SPD Manifolds"☆13Sep 12, 2020Updated 5 years ago
- Marker gene profile estimation method used in NeuroExpresso manuscript☆14Jul 11, 2019Updated 6 years ago
- Data augmentation with Back Translation☆14Aug 2, 2019Updated 6 years ago
- A Multi-Kernel domain adaptation method for unsupervised transfer learning on cross-source and cross-region remote sensing data classifi…☆12Dec 3, 2019Updated 6 years ago
- ☆13Dec 19, 2018Updated 7 years ago
- ☆20Apr 12, 2017Updated 9 years ago
- CircRNA testing and ploting R package☆10Nov 23, 2020Updated 5 years ago