gilgarmish's repositories
Rotating-machine-fault-data-set
Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)
Convolution_autoencoder-
卷积自编码器用于图像重建
Domain-generalization
All about domain generalization
lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
panoramicRPCA
Panoramic robust PCA for foreground-background separation on noisy, free-motion camera video
paper-reading
深度学习论文阅读、数据仓库实践体验。比做算法的懂工程落地，比做工程的懂算法模型。
Detectron
FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.
DSN
Pytorch implementation of Domain Separation Networks
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.
HDBSCAN
Hierarchical density based clustering for applications with noise
keras
Deep Learning for humans
Kernel-Principal-Component-Analysis-KPCA
KPCA for dimensionality reduction, feature extraction , fault detection, and fault diagnosis
matlab-convolutional-autoencoder
Cost function and cost gradient function for a convolutional autoencoder.
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.
orica
Online Recursive Independent Component Analysis
plotROC
Matlab code for computing and plotting a receiver operating characteristic (ROC) curve
SignalGraph
Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.
SpikeSortingPCA_DBSCAN
Spike sorting implemented with principal component analysis (PCA) and density-based spatial clustering of applications with noise (DBSCAN) for extracellular differential electrode recordings.
templateICA
MATLAB toolbox implementing template independent component analysis
TS-LSTM
Skeleton-based Action Recognition using TS-LSTM model
Universal-Domain-Adaptation
Code release for Universal Domain Adaptation(CVPR 2019)
VAD
Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
wae
Wasserstein Auto-Encoders
xray
Unsupervised Anomaly Detection for X-Ray Images