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The Top 2,060 Pca Open Source Projects

Deeplearning 500 Questions ⭐ 47,545
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06
most recent commit 4 months ago
Ailearning ⭐ 33,569
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
total releases 8most recent commit a month ago
H2o 3 ⭐ 5,935
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
dependent packages 30total releases 229most recent commit 4 hours ago
Machinelearning_python ⭐ 3,507
机器学习算法python实现
most recent commit 2 years ago
Ml Notes ⭐ 3,198
notes about machine learning
most recent commit 9 months ago
Ml ⭐ 2,235
Machine learning tools in JavaScript
dependent packages 8total releases 56most recent commit 5 months agonpm ml} Downloads
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit a month ago
Play With Machine Learning Algorithms ⭐ 981
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
most recent commit 2 years ago
Dimensionality_reduction_alo_codes ⭐ 943
特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现
most recent commit 3 years ago
Prince ⭐ 741
👑 Python factor analysis library (PCA, CA, MCA, MFA, FAMD)
dependent packages 2total releases 41most recent commit 8 months agopypi prince} Downloads
Aitoolbox ⭐ 736
A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms
most recent commit 2 years ago
Cilantro ⭐ 724
A lean C++ library for working with point cloud data
most recent commit 2 months ago
Lrslibrary ⭐ 715
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
most recent commit 18 days ago
Ml Note ⭐ 527
📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
most recent commit 2 years ago
H2o4gpu ⭐ 421
H2Oai GPU Edition
most recent commit a year ago
Mathematics ⭐ 386
数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合
most recent commit 2 years ago
Ufldl Tutorial ⭐ 382
Deep Learning and Unsupervised Feature Learning Tutorial Solutions
most recent commit 5 years ago
Medium ⭐ 333
Code related to blog posts on my Medium page
most recent commit 10 months ago
Parameters ⭐ 320
📊 Computation and processing of models' parameters
dependent packages 29total releases 25most recent commit 4 hours ago
Multivariatestats.jl ⭐ 314
A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)
most recent commit 12 days ago
Harmony ⭐ 311
Fast, sensitive and accurate integration of single-cell data with Harmony
most recent commit 2 months ago
Predicting Car Price From Scraped Data ⭐ 305
Picture and specifications scraper
most recent commit 2 years ago
Areaandbanks ⭐ 275
中国省市区以及银行和银行支行等数据
most recent commit 5 years ago
Machinelearninginaction Camp ⭐ 273
most recent commit 4 years ago
2018 Machinelearning Lectures Esa ⭐ 270
Machine Learning Lectures at the European Space Agency (ESA) in 2018
most recent commit 2 years ago
Adafruit_python_pca9685 ⭐ 243
Python code to use the PCA9685 PWM servo/LED controller with a Raspberry Pi or BeagleBone black.
dependent packages 8total releases 2most recent commit 9 months agopypi Adafruit-PCA9685} Downloads
Introduction To Machine Learning ⭐ 234
This repo will house all our course material and code snippets from the Introduction to Machine Learning Class
most recent commit 2 years ago
Pcatools ⭐ 231
PCAtools: everything Principal Components Analysis
most recent commit a year ago
Pc Ble Driver ⭐ 231
Desktop library for Bluetooth low energy development
most recent commit 5 months ago
Factoextra ⭐ 226
Extract and Visualize the Results of Multivariate Data Analyses
most recent commit 2 years ago
Paintingreorganize ⭐ 210
Use PCA analysis to reorganize the pixels of a painting into a smooth color palette.
most recent commit 6 years ago
Coloring T Sne ⭐ 203
Exploration of methods for coloring t-SNE.
most recent commit 5 years ago
Teachingdemos ⭐ 193
Bioinformatics related demos and tutorials using the R programming language
most recent commit 4 years ago
Facerecognition ⭐ 190
Implement face recognition using PCA, LDA and LPP
most recent commit 4 years ago
Pca Magic ⭐ 175
PCA that iteratively replaces missing data
most recent commit 3 years ago
Deep_hand_pose ⭐ 170
Provides the source code for the deep learning components mentioned in "Depth-based hand pose estimation: methods, data, and challenges"
most recent commit 6 years ago
Datagene ⭐ 170
DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)
total releases 3most recent commit 6 months ago
Nlp_learning ⭐ 166
结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、
most recent commit 4 years ago
Machinelearningex ⭐ 159
Coursera上斯坦福大学的机器学习编程作业——Andrew Ng
most recent commit 6 years ago
Ml Course ⭐ 159
Starter code of Prof. Andrew Ng's machine learning MOOC in R statistical language
most recent commit a year ago
Php Ml ⭐ 159
PHP Machine Learning library
most recent commit 2 months ago
Svm Classification Localization ⭐ 158
HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS
most recent commit 4 months ago
Pca ⭐ 155
pca is a python package to perform Principal Component Analysis and to create insightful plots.
dependent packages 4total releases 38most recent commit 9 days agopypi pca} Downloads
Alignedcelebfaces ⭐ 153
Better version of my face editing tool. Explanation video here: https://www.youtube.com/watch?v=NTlXEJjfsQU
most recent commit 2 years ago
Machine_learning_2018 ⭐ 146
Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz
most recent commit a year ago
Machine Learning In R ⭐ 144
Workshop (6 hours): preprocessing, cross-validation, lasso, decision trees, random forest, xgboost, superlearner ensembles
most recent commit a year ago
Universal_head_3dmm ⭐ 143
This is a Project Page of 'Towards a complete 3D morphable model of the human head'
most recent commit 6 days ago
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
most recent commit 2 years ago
Giqa ⭐ 138
Pytorch implementation of Generated Image Quality Assessment
most recent commit 9 months ago
Tiny_ml ⭐ 137
numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
most recent commit 3 years ago
Ml ⭐ 136
经典机器学习算法的极简实现
most recent commit 3 months ago
Machine Learning And Reinforcement Learning In Finance ⭐ 135
Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering
most recent commit 2 years ago
Regularized Linear Autoencoders ⭐ 132
Loss Landscapes of Regularized Linear Autoencoders
most recent commit 3 months ago
Python_for_data_science ⭐ 129
python_for_data_science
most recent commit 5 years ago
Msmbuilder ⭐ 124
🏗 Statistical models for biomolecular dynamics 🏗
dependent packages 1total releases 15most recent commit 2 years agopypi msmbuilder} Downloads
Dse210_probability_statistics_python ⭐ 122
Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)
most recent commit 5 years ago
Tidybulk ⭐ 119
Brings bulk and pseudobulk transcriptomics to the tidyverse
most recent commit 7 days ago
Robustautoencoder ⭐ 110
A combination of Autoencoder and Robust PCA
most recent commit 2 years ago
Robustpca ⭐ 109
Robust PCA implementation and examples (Matlab)
most recent commit 4 years ago
Local Feature Evaluation ⭐ 109
Comparative Evaluation of Hand-Crafted and Learned Local Features
most recent commit 4 years ago
Robust Pca ⭐ 108
A simple Python implementation of R-PCA
most recent commit 2 years ago
Videoalignment ⭐ 107
Learning to align and match videos with kernelized temporal layers
most recent commit 10 months ago
Graphnn Multi Object Tracking ⭐ 107
Unofficial PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking"
most recent commit 8 months ago
Advanced_training ⭐ 105
Advanced Scikit-learn training session
most recent commit 6 years ago
Vizuka ⭐ 100
Explore high-dimensional datasets and how your algo handles specific regions.
most recent commit 4 years ago
Anomaly Detection ⭐ 99
UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.
most recent commit 2 years ago
Pcanet ⭐ 99
A Python implementation of PCANet https://arxiv.org/abs/1404.3606
most recent commit 3 years ago
Flashpca ⭐ 99
Fast Principal Component Analysis of Large-Scale Genome-Wide Data
most recent commit 2 years ago
Textsne ⭐ 99
2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point
most recent commit 7 years ago
Irlba ⭐ 98
Fast truncated singular value decompositions
dependent packages 57total releases 12most recent commit 8 months ago
Contrastive ⭐ 98
Contrastive PCA
total releases 9most recent commit 4 years ago
Cvpr2016_handposeestimation ⭐ 96
Robust 3D Hand Pose Estimation in Single Depth Images: from Single-View CNN to Multi-View CNNs
most recent commit 5 years ago
Fraud Detection Using Deep Learning ⭐ 95
most recent commit 5 years ago
Pytorch Byol ⭐ 94
PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning
most recent commit 2 years ago
Ml_code ⭐ 94
A repository for recording the machine learning code
most recent commit 24 days ago
Ristretto ⭐ 94
Randomized Dimension Reduction Library
total releases 4most recent commit a year ago
Eigenlanes ⭐ 91
Official code for "Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes", CVPR2022
most recent commit a month ago
Kaggle Houseprices ⭐ 88
Kaggle Kernel for House Prices competition https://www.kaggle.com/massquantity/all-you-need-i
most recent commit 4 years ago
Ai Paper Drawer ⭐ 88
人工智能论文关键点集结。This project aims to collect key points of AI papers.
most recent commit a year ago
Change Detection In Satellite Imagery ⭐ 83
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
most recent commit 3 years ago
Wpca ⭐ 80
Weighted Principal Component Analysis (PCA) in Python
most recent commit 5 years ago
Visualml ⭐ 80
Interactive Visual Machine Learning Demos.
most recent commit 2 years ago
Bbknn ⭐ 79
Batch balanced KNN
dependent packages 3total releases 20most recent commit a year agopypi bbknn} Downloads
Sklearn Feature Engineering ⭐ 78
使用sklearn做特征工程
most recent commit 4 years ago
Hyperspectral_image_analysis_simplified ⭐ 77
The repository contains the implementation of different machine learning techniques such as classification and clustering on Hyperspectral and Satellite Imagery.
most recent commit 10 months ago
Fastrpca ⭐ 77
Matlab code for all variants of robust PCA and SPCP
most recent commit a year ago
Rsvd ⭐ 76
Randomized Matrix Decompositions using R
dependent packages 7total releases 8most recent commit a year ago
Tensorflow Implementation Of Lcnn ⭐ 76
A Tensorflow implementation of "A Light CNN for Deep Face Representation with Noisy Labels"
most recent commit 5 years ago
Pcaflow ⭐ 75
most recent commit 3 months ago
Spark Examples ⭐ 75
Apache Spark jobs such as Principal Coordinate Analysis.
most recent commit 6 years ago
Tidyseurat ⭐ 75
Seurat meets tidyverse. The best of both worlds.
total releases 7most recent commit 2 months ago
Dtfv ⭐ 74
Fisher Vector implementation for Dense Trajectory features
most recent commit 8 years ago
Half Size ⭐ 72
Effective Dimensionality Reduction for Word Embeddings.
most recent commit 2 years ago
Asap ⭐ 71
ASAP is a package that can quickly analyze and visualize datasets of crystal or molecular structures.
total releases 2most recent commit 8 months ago
Snprelate ⭐ 71
R package: parallel computing toolset for relatedness and principal component analysis of SNP data (Development Version)
most recent commit a month ago
Retrieval Regionalattention ⭐ 70
Code for 'Regional Attention Based Deep Feature for Image Retrieval (BMVC 2018)' https://sglab.kaist.ac.kr/RegionalAttention/
most recent commit 4 years ago
Druidjs ⭐ 69
A JavaScript Library for Dimensionality Reduction
total releases 39most recent commit a day ago
Islr With Python ⭐ 68
Introduction to Statistical Learning with R을 Python으로
most recent commit 5 years ago
Stacks ⭐ 68
Packetcraft Open Source products: Controller, Host, Profile and Mesh
most recent commit 2 years ago
Cv_notes ⭐ 67
「3D视觉(三维重建、SLAM、AR/VR) + 传统图像处理 + 计算机视觉(偏AI) 」重要知识点和面试问题。
most recent commit 2 years ago
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