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Y.K.'s Projects

elm-pure icon elm-pure

Pure implementation of ELM (Extreme Learning Machine) in python (just with numpy)

emotion-recognition-through-cnn icon emotion-recognition-through-cnn

Emotion recognition is defined as identifying human emotion and is directly related to different fields such as human-computer interfaces, human emotional processing, irrational analysis, medical diagnostics, data-driven animation, human-robot communication and many more. This paper proposes a new facial emotional recognition model using a convolutional neural network. Our proposed model, “ConvNet”, detects seven specific emotions from image data including anger, disgust, fear, happiness, neutrality, sadness, and surprise.

fused-densenet-tiny icon fused-densenet-tiny

A novel approach in training a DenseNet model for diagnosing COVID-19 Chest X-Rays.

handson-ml icon handson-ml

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

handson-ml3 icon 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.

har icon har

UCI HAR and HAPT dataset analysis

har_android icon har_android

Human Activity Recognition using Smartphone sensors

la icon la

This repository is the official implementation of “Different Set Domain Adaptation for Brain Computer Interfaces: A Label Alignment Approach."

mab-os icon mab-os

Multi-Armed Bandits Optimizer Selection

mafese icon mafese

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

mealpy icon mealpy

A collection of the state-of-the-art MEta-heuristic ALgorithms in PYthon (mealpy)

medium-unlimited icon medium-unlimited

A browser extension to read medium.com articles for free without membership.

metaformer icon 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”

metaheuristics icon metaheuristics

Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)

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