Y.K.'s repositories
arl-eegmodels
This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal classification, using Keras and Tensorflow
BCDU-Net
BCDU-Net : Medical Image Segmentation
breast_mass_detection
End-to-end breast cancer detection in Python
CODES
Codes for some of my co-authored journal/conference papers
cs-video-courses
List of Computer Science courses with video lectures.
Feature-Distance-Loss
Discriminative Feature Learning through Feature Distance Loss
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
keras-convnext-conversion
ConvNeXt conversion code for PT to TF along with evaluation code on ImageNet-1k val.
MAB-OS
Multi-Armed Bandits Optimizer Selection
mafese
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
mealpy
A collection of the state-of-the-art MEta-heuristic ALgorithms in PYthon (mealpy)
MetaFormer
A PyTorch implementation of "MetaFormer: A Unified Meta Framework for Fine-Grained Recognition". A reference PyTorch implementation of “CoAtNet: Marrying Convolution and Attention for All Data Sizes”
pycm
Multi-class confusion matrix library in Python
python-p2p-network
Framework to easily implement decentralized peer-to-peer network applications in Python
RAAGR2-Net
DL-Net: A Brain tumor Segmentation Network Using Parallel Processing of Multiple Spatial Frames
ResUNetPlusPlus-with-CRF-and-TTA
ResUNet++, CRF, and TTA for segmentation of medical images (IEEE JBIHI)
retina-unet
Retina blood vessel segmentation with a convolutional neural network
seriesnet
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
TCACNet
A demo of MI-EEG classification using TCACNet
Toward-Sleep-Apnea-Detection-with-Lightweight-Multi-scaled-Fusion-Network
Toward Sleep Apnea Detection with Lightweight Multi-scaled Fusion Network
VGGIN-Net
VGGIN-Net architecture for imbalanced breast cancer classification
Wrapper-Feature-Selection-Toolbox-Python
This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.
WSL4MIS
Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and application.