pca · GitHub Topics

#自然语言处理#AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression scikit-learn 自然语言处理深度学习 Python dnn lstm rnn

Python 40.55 k

5 个月前

h2oai / h2o-3

#计算机科学#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-Me...

翻译 - 适用于更智能应用的开源快速可扩展机器学习平台：深度学习，梯度提升和XGBoost，随机森林，广义线性建模（逻辑回归，弹性网），K均值，PCA，堆叠集成，自动机器学习（AutoML）等。

h2o 机器学习数据科学深度学习 big-data ensemble-learning gbm random-forest naive-bayes pca Open Source distributed Java Python R hadoop Apache Spark gpu automl

Jupyter Notebook 7.11 k

1 天前

susanli2016 / Machine-Learning-with-Python

Python code for common Machine Learning Algorithms

linear-regression logistic-regression decision-trees random-forest svm knn-classification naive-bayes-classifier hierarchical-clustering pca lda

Jupyter Notebook 4.41 k

1 年前

Visualize-ML / Book5_Essentials-of-Probability-and-Statistics

#计算机科学#Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

机器学习 multivariate-statistics pca regression 统计

Jupyter Notebook 3.24 k

2 个月前

MaxHalford / prince

👑 Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

pandas pca ca Python svd principal-component-analysis scikit-learn mfa

Python 1.34 k

1 个月前

kzampog / cilantro

A lean C++ library for working with point cloud data

Point cloud icp pca segmentation rgbd registration spectral-clustering clustering convex reconstruction 3D

C++ 1.08 k

2 年前

thu-ml / ares

A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

adversarial-machine-learning benchmark-framework adversarial-attacks bim nes distillation pca

Python 502

1 年前

h2oai / h2o4gpu

#计算机科学#H2Oai GPU Edition

gpu glm Python CUDA C++cpu lasso svd pca rstats R 机器学习

C++ 465

6 个月前

easystats / parameters

📊 Computation and processing of models' parameters

parameters beta 持续集成 R pca Bootstrap statistical-models regression-models feature-extraction data-reduction Hacktoberfest r-package

R 456

6 小时前

JuliaStats / MultivariateStats.jl

A Julia package for multivariate statistics and data analysis (e.g. dimension reduction)

Julia 语言 multivariate-statistics dimensionality-reduction lda pca 统计 regression linear-regression

Julia 382

10 个月前

jmartinezheras / 2018-MachineLearning-Lectures-ESA

#计算机科学#Machine Learning Lectures at the European Space Agency (ESA) in 2018

机器学习 linear-regression support-vector-machines decision-trees random-forest 神经网络深度学习 clustering pca anomaly-detection text-mining topic-modeling lectures lecture-material

Jupyter Notebook 358

2 年前

a-martyn / ISL-python

#计算机科学#Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.

机器学习 statistical-learning supervised-learning linear-regression logistic-regression random-forest boosting-algorithms Bootstrap pca lda

Jupyter Notebook 326

9 个月前

erdogant / pca

pca: A Python Package for Principal Component Analysis.

pca principal-component-analysis outliers

Jupyter Notebook 307

1 个月前

Albertsr / Anomaly-Detection

UnSupervised and Semi-Supervise Anomaly Detection / IsolationForest / KernelPCA Detection / ADOA / etc.

anomaly-detection principal-component-analysis intrusion-detection-system semi-supervised-learning data-mining pca

Python 296

4 年前

moon-hotel / MachineLearningWithMe

#计算机科学#A repository contains more than 12 common statistical machine learning algorithm implementations. 常见10余种机器学习算法原理与实现及视频讲解。@月来客栈出品

机器学习 adaboost clustering naive-bayes Python cart decision-tree-classifier kd-tree knn pca svm dbscan-clustering ensemble-learning gbdt hierarchical-clustering

Jupyter Notebook 265

3 个月前

steliosploumpis / Universal_Head_3DMM

This is a Project Page of 'Towards a complete 3D morphable model of the human head'

3dmm head universal pca regression registration gaussian-processes face eye

246

3 年前

DanielMartensson / CControl

#计算机科学#Using advanced control and computer vision techniques in an easy way for embedded

control-systems C optimal-control 机器学习 embedded-systems lapack mkl lda pca 机器视觉

C 229

21 天前

not-pizza / victor

Web-optimized vector database (written in Rust).

embeddings indexeddb pca vector-database WebAssembly

Rust 224

1 个月前

allentran / pca-magic

#计算机科学#PCA that iteratively replaces missing data

pca Python 机器学习数据科学

Python 221

1 年前

wihoho / FaceRecognition

#人脸识别#Implement face recognition using PCA, LDA and LPP

face-recognition pca lda lpp Java

Java 220

6 年前