gaussian-mixture-models · GitHub Topics

#计算机科学#Machine learning, in numpy

机器学习 neural-networks topic-modeling gaussian-mixture-models hidden-markov-models gradient-boosting bayesian-inference wavenet vae resnet lstm attention reinforcement-learning knn gaussian-processes word2vec

Python 16.12 k

2 年前

neka-nat / probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

Point cloud gaussian-mixture-models 3D open3d variational-inference registration

Python 915

1 年前

ldeecke / gmm-torch

Gaussian mixture models in PyTorch.

PyTorch gaussian-mixture-models

Python 566

2 年前

conradsnicta / armadillo-code

Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net

linear-algebra matrix-functions linear-algebra-library 统计 MATLAB blas lapack scientific-computing openmp gaussian-mixture-models sparse-matrix matrix-factorization solver math-library

500

1 年前

jayshah19949596 / Machine-Learning-Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaus...

机器学习 naive-bayes-classifier decision-trees random-forest gaussian-mixture-models logistic-regression linear-regression principal-component-analysis knn knn-classification kmeans supervised-learning 神经网络

MATLAB 354

8 年前

omerbsezer / Generative_Models_Tutorial_with_Demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important ...

variational-autoencoder Generative Adversarial Network gans dcgan cyclegan generative-model 教程 tutorial-code variational-inference gaussian-mixture-models auto-regressive-model

Jupyter Notebook 338

6 年前

cqcn1991 / Wind-Speed-Analysis

An elegant probability model for the joint distribution of wind speed and direction.

gaussian-mixture-models

HTML 334

7 年前

gionanide / Speech_Signal_Processing_and_Classification

#自然语言处理#Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem emplo...

speech-processing classifier feature-extraction support-vector-machines gaussian-mixture-models principal-component-analysis spectral-clustering 自然语言处理 nltk

Python 247

2 年前

SuperKogito / Voice-based-gender-recognition

#计算机科学#🔉 👦 👧Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

gender-recognition voice gaussian-mixture-models signal 机器学习数据科学 vocal speech scikit-learn scikit-learn-python speaker

Python 217

2 年前

AlexanderFabisch / gmr

#计算机科学#Gaussian Mixture Regression

机器学习 gaussian-mixture-models Python regression

Python 195

12 天前

wentaoyuan / deepgmr

PyTorch implementation of DeepGMR: Learning Latent Gaussian Mixture Models for Registration (ECCV 2020 spotlight)

3d-computer-vision gaussian-mixture-models

Python 157

5 年前

Mayurji / MLWithPytorch

#计算机科学#Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

pytorch-implementation PyTorch 机器学习 Python linear-regression logistic-regression decision-trees naive-bayes-classifier knn-classification gaussian-mixture-models

Python 130

4 年前

sandipanpaul21 / Clustering-in-Python

Clustering methods in Machine Learning includes both theory and python code of each algorithm. Algorithms include K Mean, K Mode, Hierarchical, DB Scan and Gaussian Mixture Model GMM. Interview questi...

clustering hierarchical-clustering dbscan-clustering gaussian-mixture-models Python

Jupyter Notebook 129

1 年前

borchero / pycave

#计算机科学#Traditional Machine Learning Models for Large-Scale Datasets in PyTorch.

机器学习 gaussian-mixture-models PyTorch kmeans pytorch-lightning

Python 126

16 天前

Ransaka / GMM-from-scratch

The only guide you need to learn everything about GMM

gaussian-mixture-models generative-model Python

Jupyter Notebook 125

7 个月前

jonasrothfuss / fishervector

#计算机科学#Improved Fisher Vector Implementation- extracts Fisher Vector features from your data

机器视觉机器学习 gaussian-mixture-models

Python 103

1 年前

jobovy / extreme-deconvolution

#计算机科学#Density estimation using Gaussian mixtures in the presence of noisy, heterogeneous and incomplete data

机器学习 gaussian-mixture-models Python C uncertainty

Python 80

8 个月前

mr-easy / GMM-EM-Python

Python implementation of EM algorithm for GMM. And visualization for 2D case.

机器学习 gaussian-mixture-models 可视化

Jupyter Notebook 80

2 年前

Xiaoyang-Rebecca / PatternRecognition_Matlab

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: pri...

pattern-recognition lda svm gaussian-mixture-models pca

MATLAB 72

4 年前

applied-geodesy / jag3d

Java·Applied·Geodesy·3D - Least-Squares Adjustment Software for Geodetic Sciences

least-squares gaussian-mixture-models Java

Java 65

3 天前