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CIMug's CIMTool for the Common Information Model (CIM).
Import and export CGMES / CIM IEC-61970 files in the XML/RDF format
Code for the Paper "Online Task-Agnostic Continual Learning through Unsupervised Mutual Information Maximization"
Demonstration of unsupervised machine learning using K-means clustering on online retail data.
Applying semi supervised learning concepts on online retail dataset
A curated list of resources for Online Learning
Github repository for the paperMulti-class imbalanced semi-supervised learning from streams through online ensembles
Data analysis of online shoppers purchasing behavior and classifications by applying supervised, unsupervised and semi-supervised learning.
Online Semi Supervised General Continual Learning. Code from our paper accepted at ICIP22
Online Reliable Semi-supervised Learning on Evolving Data Streams
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Codes for "Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation" in CVPR 2021
Simple reimplementation of Maximum Density Divergence for Unsupervised Domain Adaptation (https://arxiv.org/abs/2004.12615) in PyTorch Lightning
Maximum Density Divergence for Domain Adaptation, TPAMI 2020, Code release, Cross-domain Adversarial Tight Match
Convolutional Neural Network (CNN) classifier in Python with the Pytorch framework including backpropagation and gradient descent. The dataset used is CIFAR-10. Used Softmax and SVM classifiers. Yo…
Example Script using CNN and Softmax based on TensorFlow
Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
Stacked Autoencoder, Support Vector Machine, Wavelet Transform
Heterogeneous domain adaptation through progressive alignment, TNNLS
Heterogeneous Domain Adaptation via Soft Transfer Network, ACM MM 2019
Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation. Pattern Recognition 2020
[ACMMM 2020] Code release for "Simultaneous Semantic Alignment Network for Heterogenous Domain Adaptation" https://arxiv.org/abs/2008.01677
Code for "Transfer Independently Together: A Generalized Framework for Domain Adaptation" published on IEEE TCYB
Dimensionality reduction, or dimension reduction, is the transformation of data from a high-dimensional space into a low-dimensional space so that the low-dimensional representation retains some me…
Cross Domain Structure Preserving Projection for Heterogeneous Domain Adaptation