gilgarmish Goto Github PK

cluster

The codes的K-means，FCM，谱聚类，DBSCAN，AP（AffinityPropagation），DPC聚类算法比较

cluster_dp

Clustering by fast search and find of density peaks

convolution_autoencoder-

卷积自编码器用于图像重建

da-hash

MatConvNet: CNNs for MATLAB

dbscan

Implementation of the original DBSCAN algorithm

density_peak_clustering

A practical MATLAB implementation of Rodriguez, A. and A. Laio (2014). "Clustering by fast search and find of density peaks." Science 344(6191): 1492-1496.

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

domain-adaptation-toolbox

Wrappers and implementations of several domain adaptation / transfer learning / semi-supervised learning algorithms

domain-generalization

All about domain generalization

domain_adaptation

this project is the code of domain adaptation referenced by unsupervised domain adaptation by backpropagation(http://machinelearning.wustl.edu/mlpapers/paper_files/icml2015_ganin15.pdf).And i realized it on mnist.

dsn

Pytorch implementation of Domain Separation Networks

epls

EPLS project code

facerec_based_on_hog

基于HOG特征的人脸识别：全局降维方法采取2DPCA-LDA/LPP，局部降维方法采取PCA-LDA/LPP

fastrpca

Matlab code for all variants of robust PCA and SPCP

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

greedy_simclr

hands-on-deep-learning-with-tensorflow

Hands-On Deep Learning with TensorFlow, published by Packt

hdbscan

Hierarchical density based clustering for applications with noise

hdbscan_debacl_apt_v1_public

ica

Independent Component Analysis (for blind source separation)

keras

Deep Learning for humans

kernel-principal-component-analysis-kpca

KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis

lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

lstm-python

LSTM by python using Keras

lstm_matlab

A matlab version of lng short term memory

mat-vae

A MATLAB implementation of Auto-Encoding Variational Bayes

matlab-convolutional-autoencoder

Cost function and cost gradient function for a convolutional autoencoder.

mcd_da

ml_for_learner

Implementations of the machine learning algorithm with Python and numpy

mmt

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.