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Md Abul Hayat's Projects

data-scientist-books icon data-scientist-books

Data-Scientist-Books (Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Long Short Term Memory, Generative Adversarial Network, Time Series Forecasting, Probability and Statistics, and more.)

dl_csce5013 icon dl_csce5013

CSCE 5013 : Deep Learning (University of Arkansas) (Fall 2019)

ecg-age-prediction icon ecg-age-prediction

Scripts and modules for training and testing neural network for age prediction from the ECG. Companion code to the paper "Deep neural network-estimated electrocardiographic age as a mortality predictor".

hf_nlp icon hf_nlp

Codes from: https://huggingface.co/learn/nlp-course/

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

mpavpswipfm icon mpavpswipfm

Modeling Peripheral Arterial and Venous Pressure Signals with Integral Pulse Frequency Modulation

scvw icon scvw

Scientific Computing Virtual Workshop

simclr icon simclr

A PyTorch implementation of SimCLR based on the paper "A Simple Framework for Contrastive Learning of Visual Representations"

simclr-1 icon simclr-1

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.

simclr-2 icon simclr-2

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

spectrumestimation icon spectrumestimation

Chapter 8 : Spectrum Estimation (Statistical Digital Signal Processing & Modeling)

sst icon sst

Understanding Synchrosqueezing Transform

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